{"as_of":"2026-08-08T17:59:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:a22df1bdbbc9f5ca0bed22d0953bcbdab165ea939c59fce25150d461600beef6","coverage":[{"denominator":68,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":68,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T12:00:49.063014Z","state":"measured"},{"denominator":71,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":71,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":3,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":3,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T23:11:45.967272Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-08-05T16:21:43.436026Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.00805","snapshot_observed_at":"2026-08-06T23:11:45.967272Z","title":"arXiv preprint arXiv:2506.00805 (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.19610","last_updated":"2025-06-27T08:04:32Z","snapshot_observed_at":"2026-08-06T23:04:21.674756Z","submitted_at":"2025-06-24T13:23:25Z","title":"V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T23:11:45.967272Z"},"links":{"cited_paper":"/paper/2506.00805","citing_paper":"/paper/2506.19610"},"observation_digest":"sha256:7c5e9f948cc13ce38ec51b98328ecb01e005160bd997851df129fa3c6d746e38","observation_id":"05ccbcef-1e70-4497-beca-28d787d1beef","resolution":{"observed_at":"2026-08-06T23:11:45.967272Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.00805","snapshot_observed_at":"2026-08-06T16:42:29.572555Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.12774","last_updated":"2025-07-17T04:31:55Z","snapshot_observed_at":"2026-08-08T03:04:37.730389Z","submitted_at":"2025-07-17T04:31:55Z","title":"A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models","version":1},"reference_index":115,"source":"pdf_text","source_observed_at":"2026-08-06T16:42:29.572555Z"},"links":{"cited_paper":"/paper/2506.00805","citing_paper":"/paper/2507.12774"},"observation_digest":"sha256:64d7dde558db0ef492f56211007c5a425581e88ad5dcdfa99ed5b5c8b79f9eab","observation_id":"ebf51417-d08f-4bea-bf57-e6e07fc54914","resolution":{"observed_at":"2026-08-06T16:42:29.572555Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"cited_work":{"arxiv_id":"2506.00805","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.00805","snapshot_observed_at":"2026-08-05T16:21:43.436026Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","venue":"cs.CV","work_id":"8487060e-2333-43b5-b409-f69b76f64e04","year":2025},"citing_paper":{"arxiv_id":"2508.18687","last_updated":"2025-08-26T05:21:19Z","snapshot_observed_at":"2026-08-06T09:02:36.132063Z","submitted_at":"2025-08-26T05:21:19Z","title":"Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-05T16:21:43.136812Z"},"links":{"cited_paper":"/paper/2506.00805","citing_paper":"/paper/2508.18687"},"observation_digest":"sha256:c0d09f1c8d33f2088e5a237a0a352e00d220d5357a1b81490f732081cda3378a","observation_id":"824ab91f-d14b-4f32-a7e4-eed74b56c12e","resolution":{"observed_at":"2026-08-05T16:21:43.441693Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2506.00805/citation-record","integrity":"/paper/2506.00805/integrity","json":"/paper/2506.00805/citation-record.json","paper":"/paper/2506.00805"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:48.339694Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.339694Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:50c441c8bb766c5746a1fc1fe393d4f22a6801f8fdbc435ab76c51300e16e7c4","observation_id":"55adbfe8-c917-401c-82a9-3dfb66526ec5","resolution":{"observed_at":"2026-08-07T12:00:48.339694Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2204.05862","last_updated":"2022-04-12T15:02:38Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2022-04-12T15:02:38Z","title":"Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2204.05862","snapshot_observed_at":"2026-08-07T12:00:48.694725Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.694725Z"},"links":{"cited_paper":"/paper/2204.05862","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:552834da0dd0bf2794cd46fc781d2e51d048e2f0a51cc40ac1aa2a41c500ba55","observation_id":"adc9468d-faf1-432c-a63c-327cd0a8f088","resolution":{"observed_at":"2026-08-07T12:00:48.694725Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:50.039682Z","title":null,"venue":null,"work_id":"9295a0fb-2d41-48b4-a56f-ac259e9a84ff","year":2023},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.786469Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:2a41a21238a5b91fac520da38257cb52c44e77397501842885411b67998a083c","observation_id":"9eb87fc3-24f5-4e2d-b0a2-2419b3103420","resolution":{"observed_at":"2026-08-07T12:00:50.044222Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:48.790820Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.790820Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:9d8e1bd9f202ad88336361f0c912820b139f796b04459dcd45f986538f4a4b79","observation_id":"015fafb1-827a-4531-90eb-c65d07e3773e","resolution":{"observed_at":"2026-08-07T12:00:48.790820Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:50.016402Z","title":null,"venue":null,"work_id":"610a1c46-dd65-468f-a50e-37fb62e8de48","year":2005},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.794940Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:592c16886deccb0b1aa3b8788920bf6fa5ce832bfd51bdd23eb2914f9c6a7775","observation_id":"fc6aa175-4fe1-4019-a551-e66c801705a9","resolution":{"observed_at":"2026-08-07T12:00:50.020903Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2405.07863","last_updated":"2024-11-12T11:18:43Z","snapshot_observed_at":"2026-08-07T08:32:00.916309Z","submitted_at":"2024-05-13T15:50:39Z","title":"RLHF Workflow: From Reward Modeling to Online RLHF","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.07863","snapshot_observed_at":"2026-08-07T12:00:48.799157Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.799157Z"},"links":{"cited_paper":"/paper/2405.07863","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:8b78ab1abebbfd4b519e1ab7dd266d0e26679f58d61c35b2aa92144b32153eae","observation_id":"85936966-d772-4fbc-aa2f-e1216ae83ab8","resolution":{"observed_at":"2026-08-07T12:00:48.799157Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2010.11929","last_updated":"2021-06-03T13:08:56Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2020-10-22T17:55:59Z","title":"An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2010.11929","snapshot_observed_at":"2026-08-07T12:00:48.803729Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.803729Z"},"links":{"cited_paper":"/paper/2010.11929","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:d48bd0febb0a82208462350fdab680fab8626ce3e1d25ba8d1630e922bd539a4","observation_id":"033c8664-8f5b-4873-bd1d-52de70b8a7df","resolution":{"observed_at":"2026-08-07T12:00:48.803729Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:50.000987Z","title":null,"venue":null,"work_id":"94dfd550-e106-46bc-aa62-92f9b96392a6","year":2023},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.807651Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:8e139914438f99c1a17c831a5f6bfc973770f79de3cfabf9d3ba5cfcd1bff6a2","observation_id":"e96ff78f-5bec-4433-9e2a-7875e71851e5","resolution":{"observed_at":"2026-08-07T12:00:50.006506Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.987602Z","title":null,"venue":null,"work_id":"c789106d-db68-4f18-afc5-7156c218cdf9","year":2025},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.811818Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:8c7f225a4c265f44c2c0f478bdc9c6db17d463f0d7c3425bbf2f427eec62f142","observation_id":"11f8ee09-4d83-4e25-aba5-8ba58fb69b0d","resolution":{"observed_at":"2026-08-07T12:00:49.992517Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:48.815888Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.815888Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:fdda495a94b4a13c8c86dfeababe74e8731a6bed3a7dd3210f970b5183c507b7","observation_id":"02209fe1-2e42-4156-a9eb-616d9bb8219d","resolution":{"observed_at":"2026-08-07T12:00:48.815888Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2003.10286","last_updated":"2020-03-07T17:55:41Z","snapshot_observed_at":"2026-07-06T09:06:42.071993Z","submitted_at":"2020-03-07T17:55:41Z","title":"PathVQA: 30000+ Questions for Medical Visual Question Answering","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2003.10286","snapshot_observed_at":"2026-08-07T12:00:48.819574Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.819574Z"},"links":{"cited_paper":"/paper/2003.10286","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:f7802c170aa08ef3b96c655cdff582e07d06d8710569a77a3363978bb052b7bc","observation_id":"24cea4d6-87fd-4def-b6b6-9c27aa8a815c","resolution":{"observed_at":"2026-08-07T12:00:48.819574Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1606.08415","last_updated":"2023-06-06T01:53:32Z","snapshot_observed_at":"2026-07-06T05:01:27.910364Z","submitted_at":"2016-06-27T19:20:40Z","title":"Gaussian Error Linear Units (GELUs)","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1606.08415","snapshot_observed_at":"2026-08-07T12:00:48.824079Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.824079Z"},"links":{"cited_paper":"/paper/1606.08415","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:b2b57c71cff37d4a3940a42489881fd5be516e772c941b3a3a4f18ed40767796","observation_id":"539b3a68-600e-48c3-ada2-8090cce9e4ba","resolution":{"observed_at":"2026-08-07T12:00:48.824079Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2106.09685","last_updated":"2021-10-16T18:40:34Z","snapshot_observed_at":"2026-08-07T07:43:16.294957Z","submitted_at":"2021-06-17T17:37:18Z","title":"LoRA: Low-Rank Adaptation of Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2106.09685","snapshot_observed_at":"2026-08-07T12:00:48.829143Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.829143Z"},"links":{"cited_paper":"/paper/2106.09685","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:767353cd18db5f1b18051d1305b80498bc9366e99672c7eea2dfb832c455bd71","observation_id":"a38381cb-ae32-48cd-8634-aa0d7c152aca","resolution":{"observed_at":"2026-08-07T12:00:48.829143Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.21276","last_updated":"2024-10-25T17:43:01Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-10-25T17:43:01Z","title":"GPT-4o System Card","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.21276","snapshot_observed_at":"2026-08-07T12:00:48.833247Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.833247Z"},"links":{"cited_paper":"/paper/2410.21276","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:761adf01b76ee1f320792665e81867c659b549c2ef2b8262b86a08b7a27f8310","observation_id":"081efe6e-0a74-4ab6-b937-5fc63fb077d9","resolution":{"observed_at":"2026-08-07T12:00:48.833247Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.06825","last_updated":"2023-10-10T17:54:58Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-10-10T17:54:58Z","title":"Mistral 7B","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.06825","snapshot_observed_at":"2026-08-07T12:00:48.837313Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.837313Z"},"links":{"cited_paper":"/paper/2310.06825","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:dd33f45c688e9d5817c8db72ef52e3992a734531322e7d7f0f8eca7005f6513f","observation_id":"cdf44417-22a0-46fd-b4c6-c6752566288e","resolution":{"observed_at":"2026-08-07T12:00:48.837313Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.14692","last_updated":"2025-04-20T17:53:56Z","snapshot_observed_at":"2026-08-07T16:00:45.181263Z","submitted_at":"2025-04-20T17:53:56Z","title":"OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.14692","snapshot_observed_at":"2026-08-07T12:00:48.841437Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.841437Z"},"links":{"cited_paper":"/paper/2504.14692","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:ba6a5042aad387f231ede06909301d70dfffeab1aa67f3862f43b67fb0e07862","observation_id":"56a0951a-4f6d-4b33-9402-ac866a615bd6","resolution":{"observed_at":"2026-08-07T12:00:48.841437Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.15334","last_updated":"2025-06-06T02:50:17Z","snapshot_observed_at":"2026-07-06T19:36:36.994783Z","submitted_at":"2024-10-20T08:56:52Z","title":"Modality-Fair Preference Optimization for Trustworthy MLLM Alignment","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.15334","snapshot_observed_at":"2026-08-07T12:00:48.846036Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.846036Z"},"links":{"cited_paper":"/paper/2410.15334","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:5bc257035f9462016987ae527758129614ef93f869ae1404ace6130b8aad6077","observation_id":"234d9405-51ce-465d-965f-83b3e1889f8d","resolution":{"observed_at":"2026-08-07T12:00:48.846036Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.04514","last_updated":"2024-04-06T05:59:02Z","snapshot_observed_at":"2026-07-06T17:56:27.818353Z","submitted_at":"2024-04-06T05:59:02Z","title":"Joint Visual and Text Prompting for Improved Object-Centric Perception with Multimodal Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.04514","snapshot_observed_at":"2026-08-07T12:00:48.850779Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.850779Z"},"links":{"cited_paper":"/paper/2404.04514","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:a29ee5c551e50e95856e1e59a95a9adb2b9b11fd3746b128d2530df5796978a5","observation_id":"d4f1458c-9434-43a7-96cd-a74cffb507a2","resolution":{"observed_at":"2026-08-07T12:00:48.850779Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.966227Z","title":null,"venue":null,"work_id":"66cbbbba-c57a-4d64-ad30-7cdf8f15106e","year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.856475Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:08f82f8444f6e2f54cf1ea9ece10223b0050cac8e8fca19c0c122f03a7af385b","observation_id":"aef08148-29a1-4d6e-ab7b-533ae6d08e1d","resolution":{"observed_at":"2026-08-07T12:00:49.970320Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.953389Z","title":null,"venue":null,"work_id":"ea3e7995-9b8e-4eb3-b7c6-f5d247a2abec","year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.860537Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:360bcb0b8d62ee2c2c0c893640595bb263ec3675c65163eabd7404b895225b0b","observation_id":"2e87f843-ee75-4423-9215-4a5126fbefa6","resolution":{"observed_at":"2026-08-07T12:00:49.957706Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.940788Z","title":null,"venue":null,"work_id":"9f195223-0b13-49d5-89c9-5589f94959e7","year":2011},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.865118Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:9055c7070022d8ff5f4c4cdcbf9fcc093284c92c0dcc621420119dc8aaf84248","observation_id":"45c38166-bf2e-4de7-bfb8-decef35e7c88","resolution":{"observed_at":"2026-08-07T12:00:49.944944Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.927457Z","title":null,"venue":null,"work_id":"b2c3ef79-86ae-4962-bf4b-d81efaf5be66","year":1992},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.869346Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:d890f84b2486988af7c8d9f68db68a412c1f6c63338f52162d4f6bd7431c027d","observation_id":"ef00ca01-9074-4c39-8158-728d162815d8","resolution":{"observed_at":"2026-08-07T12:00:49.932498Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:48.873282Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.873282Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:c066c1b0c4433512cd961182e39dc42af971dac57f98c94b2617a2fb39f7d6b1","observation_id":"16d97a73-a553-4c97-8ac7-2c8d14aba60d","resolution":{"observed_at":"2026-08-07T12:00:48.873282Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:48.877584Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.877584Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:a99e08397d29f00c50bca9ef1bd7bb39547556dc831110136e9f5cd64c76a8bc","observation_id":"6d00dc34-9a16-4059-8f2e-a1e01473e2ff","resolution":{"observed_at":"2026-08-07T12:00:48.877584Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.897319Z","title":null,"venue":null,"work_id":"dffea7e0-aaba-40fc-9aaa-f3a5414fe4c5","year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.881973Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:35cd83a0abdc816ec5b800bc60ec9c85c6296df2278c037e785f475512170772","observation_id":"a8b0bfd5-72a5-4ca1-85ee-8417660bb0a5","resolution":{"observed_at":"2026-08-07T12:00:49.901467Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.07895","last_updated":"2024-07-28T19:58:08Z","snapshot_observed_at":"2026-07-06T18:44:24.873040Z","submitted_at":"2024-07-10T17:59:43Z","title":"LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.07895","snapshot_observed_at":"2026-08-07T12:00:48.885841Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.885841Z"},"links":{"cited_paper":"/paper/2407.07895","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:1279f241f6430a86317a24eb839b9de464b6b351af3d0fb95bee00cc29087869","observation_id":"9a96e7a8-45c8-4de3-8a5a-1a800d78b3af","resolution":{"observed_at":"2026-08-07T12:00:48.885841Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2211.13594","last_updated":"2022-11-24T13:31:56Z","snapshot_observed_at":"2026-07-06T14:22:40.796602Z","submitted_at":"2022-11-24T13:31:56Z","title":"Self-supervised vision-language pretraining for Medical visual question answering","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2211.13594","snapshot_observed_at":"2026-08-07T12:00:48.890723Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.890723Z"},"links":{"cited_paper":"/paper/2211.13594","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:1ed3e95f0d1a0cacaba161b1e27ccba2d35cc684b26cf695f0a6a611ce4bb64d","observation_id":"0bb45d2b-cae5-4dd8-a59a-27520d379e30","resolution":{"observed_at":"2026-08-07T12:00:48.890723Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.884332Z","title":null,"venue":null,"work_id":"3295ba10-11e3-4ad9-9029-a52cd87869a4","year":2021},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.894827Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:c6b2341bcb310f592b0db576efe36392821061b09500193a741251d0576857a3","observation_id":"74a58d43-c217-490a-8e25-1df18fd993f3","resolution":{"observed_at":"2026-08-07T12:00:49.888370Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.869776Z","title":null,"venue":null,"work_id":"13b64a37-cb88-4987-8d4d-6bd362f2d32e","year":2023},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.899225Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:6e4256785f4c8f4bf2120134f32f45666b4838edcff300924f9d2373346d5f7c","observation_id":"50985678-2803-4427-b18f-90598e2323ac","resolution":{"observed_at":"2026-08-07T12:00:49.874110Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:48.903711Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.903711Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:8653427dc5eacb6450ced87f0982a1b8fbd8db65eb3099481e9b88f350a10629","observation_id":"f888e3af-c83e-4948-9b44-a7c7bbb1b7e0","resolution":{"observed_at":"2026-08-07T12:00:48.903711Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:48.907567Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.907567Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:ce2a18a3dd782c0154244598c1fe136a3ea2d7f94b386c9b407ae42cdb4e21af","observation_id":"e5cb2fd7-9448-4250-8e51-fbaa7d2cae29","resolution":{"observed_at":"2026-08-07T12:00:48.907567Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.833613Z","title":null,"venue":null,"work_id":"71a33e34-f0f7-401c-a0cb-c410dfe47daf","year":2023},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.911623Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:ad34e04bcaae5946dc585f79900bd3eba47cdd1c4ad52b77adf991751b693575","observation_id":"6069fa7b-8d5c-4d76-849d-38a3dde0144d","resolution":{"observed_at":"2026-08-07T12:00:49.838185Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.11231","last_updated":"2025-01-20T02:31:00Z","snapshot_observed_at":"2026-08-04T15:28:04.617761Z","submitted_at":"2025-01-20T02:31:00Z","title":"KPL: Training-Free Medical Knowledge Mining of Vision-Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.11231","snapshot_observed_at":"2026-08-07T12:00:48.915196Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.915196Z"},"links":{"cited_paper":"/paper/2501.11231","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:3460e10ab6ca5ebc01d00498c2c11386d6167adeebce987294683f522e7a6348","observation_id":"27d4daf8-4905-484c-b5e7-0eb357397a96","resolution":{"observed_at":"2026-08-07T12:00:48.915196Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.818865Z","title":null,"venue":null,"work_id":"e5f6c03b-3488-4d32-8e25-1bd0e2dda07e","year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.919913Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:3dfa6322ad43ce8765b4adf6545148320dcd0964c30420cb82e9a790a78126f1","observation_id":"2ec434d3-a67a-4633-a2e4-47edd083fc9f","resolution":{"observed_at":"2026-08-07T12:00:49.823662Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.01878","last_updated":"2025-01-24T19:13:34Z","snapshot_observed_at":"2026-07-06T17:24:37.090243Z","submitted_at":"2024-02-02T20:08:10Z","title":"LiPO: Listwise Preference Optimization through Learning-to-Rank","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.01878","snapshot_observed_at":"2026-08-07T12:00:48.923951Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.923951Z"},"links":{"cited_paper":"/paper/2402.01878","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:3556d65d8eaf3d032c0b7e5612da0c3f8262e4817440bace4fbc9f2ab4541008","observation_id":"c104ef4b-df02-4545-b873-a02691f147ea","resolution":{"observed_at":"2026-08-07T12:00:48.923951Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.01611","last_updated":"2023-06-05T05:17:55Z","snapshot_observed_at":"2026-08-04T18:59:23.046544Z","submitted_at":"2023-04-04T08:06:40Z","title":"Q2ATransformer: Improving Medical VQA via an Answer Querying Decoder","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.01611","snapshot_observed_at":"2026-08-07T12:00:48.928769Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.928769Z"},"links":{"cited_paper":"/paper/2304.01611","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:692b80133647305d185cfe778a41e13ce9fe5676628f727ca219e5e836c93e1f","observation_id":"94b0bdc7-2395-44a0-8bed-886724e677cd","resolution":{"observed_at":"2026-08-07T12:00:48.928769Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.803994Z","title":null,"venue":null,"work_id":"60581f64-723b-45a9-a7d5-007bdd33bca7","year":2023},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.932639Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:18065a0ed892bfd68b6dd8291d8e23f4a24d6c0ddfa209b396ba1211804098e5","observation_id":"c4794d77-39ff-41e4-9963-51de9a0ab4b8","resolution":{"observed_at":"2026-08-07T12:00:49.810177Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-07T07:30:12.213965Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-07T12:00:48.936426Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.936426Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:6260b9af6cea6f21c79f022edb98e6b7e32f39f38163ad3fe86fac8b85ab7af6","observation_id":"a30534e3-d136-4fde-85d1-791b221ba6e1","resolution":{"observed_at":"2026-08-07T12:00:48.936426Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.13228","last_updated":"2024-07-03T13:46:33Z","snapshot_observed_at":"2026-08-08T16:03:10.053914Z","submitted_at":"2024-02-20T18:42:34Z","title":"Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.13228","snapshot_observed_at":"2026-08-07T12:00:48.940318Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.940318Z"},"links":{"cited_paper":"/paper/2402.13228","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:a74c644c8133563108bb5f1d65ebe1dab12cf3e0b0b44ab9c3a7805e0fd6bd4d","observation_id":"e2aa33ed-26b9-418e-b675-cc189f8988ef","resolution":{"observed_at":"2026-08-07T12:00:48.940318Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.10202","last_updated":"2023-09-18T23:06:32Z","snapshot_observed_at":"2026-07-06T16:20:17.310644Z","submitted_at":"2023-09-18T23:06:32Z","title":"Stabilizing RLHF through Advantage Model and Selective Rehearsal","version":1},"cited_work":{"arxiv_id":"2309.10202","doi":null,"metadata_source":"pith","pith_arxiv_id":"2309.10202","snapshot_observed_at":"2026-08-07T12:00:49.442820Z","title":"Stabilizing RLHF through Advantage Model and Selective Rehearsal","venue":"cs.CL","work_id":"3b2f45af-b695-4724-969f-0a0526f7709e","year":2023},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.944312Z"},"links":{"cited_paper":"/paper/2309.10202","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:dab0e247a1bc3b92aa266f5c81a00c17d0c7d07b1d8ee73dda5cba2b48b7e361","observation_id":"74fcdd41-16a4-44ad-9e58-5ebebc2616c1","resolution":{"observed_at":"2026-08-07T12:00:49.448506Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.08730","last_updated":"2024-04-03T15:22:23Z","snapshot_observed_at":"2026-07-06T17:44:04.908253Z","submitted_at":"2024-03-13T17:29:45Z","title":"Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.08730","snapshot_observed_at":"2026-08-07T12:00:48.948028Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.948028Z"},"links":{"cited_paper":"/paper/2403.08730","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:fbc1f5aa158ed8de89a28ec0f8660c45440e54b2f1bb27e5262ca6e3f007c937","observation_id":"8e7387b7-ee11-417f-9516-cefda1259562","resolution":{"observed_at":"2026-08-07T12:00:48.948028Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.791587Z","title":null,"venue":null,"work_id":"e2748cb7-6748-4191-bf6c-2c279eac796d","year":2006},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.952070Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:287002465ecef48467a9aebaecba2af8b58664771d45fb8d280ff6296605057a","observation_id":"85084477-b28d-48ec-b3ee-062be24514c1","resolution":{"observed_at":"2026-08-07T12:00:49.795670Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:48.955684Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.955684Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:d6b88c01152a55321e60fa1e40975ffba95c9b6da5af1356c4ac63f0f2b925ec","observation_id":"ccc61861-314f-45f0-aadb-5db61cee2f26","resolution":{"observed_at":"2026-08-07T12:00:48.955684Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:48.958980Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.958980Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:4a1d3c865ec7761f7a4aa382960ee575a3d54f228304a7172c9cd461b486b655","observation_id":"90327fcc-04eb-4229-839d-b553700d672f","resolution":{"observed_at":"2026-08-07T12:00:48.958980Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.763029Z","title":null,"venue":null,"work_id":"f8a35e3e-a461-409f-9ed1-af5fa7a4f8d4","year":2005},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.962263Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:dc913703f06aa5e47307f2e05e3fbec618bba472bb5d59cbd7ed45d60bb24d47","observation_id":"2781547e-e1e7-4243-8285-3169b5c73dfc","resolution":{"observed_at":"2026-08-07T12:00:49.766947Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.18416","last_updated":"2024-05-01T17:12:10Z","snapshot_observed_at":"2026-07-06T18:06:49.190172Z","submitted_at":"2024-04-29T04:11:28Z","title":"Capabilities of Gemini Models in Medicine","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.18416","snapshot_observed_at":"2026-08-07T12:00:48.965654Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.965654Z"},"links":{"cited_paper":"/paper/2404.18416","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:97838ae9413a0c597fc2986e79fee67bf39fc292062d882995a8e4961d0b85d5","observation_id":"7e93cd0d-ace9-4e8e-915a-bfb92b557267","resolution":{"observed_at":"2026-08-07T12:00:48.965654Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:48.970350Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.970350Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:dda2535a24154a25e5b76995e8e5aca6bb749b484e4c639e77520d27c7d3e930","observation_id":"2c41dafe-a96e-4ae9-82c6-450ed69a245e","resolution":{"observed_at":"2026-08-07T12:00:48.970350Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.19973","last_updated":"2024-10-24T18:47:37Z","snapshot_observed_at":"2026-07-06T18:38:29.579641Z","submitted_at":"2024-06-28T15:01:23Z","title":"STLLaVA-Med: Self-Training Large Language and Vision Assistant for Medical Question-Answering","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.19973","snapshot_observed_at":"2026-08-07T12:00:48.973770Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.973770Z"},"links":{"cited_paper":"/paper/2406.19973","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:9f7b72bb86a5530dcc9767bff7075ebbe051341228be6591873efc1e4500c534","observation_id":"a4223658-eeb0-4b87-ad0b-6a831b4275b4","resolution":{"observed_at":"2026-08-07T12:00:48.973770Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.740018Z","title":null,"venue":null,"work_id":"4e64ae07-5f09-43e9-91ee-fc4f5bb8e49b","year":2025},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":49,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.978765Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:56bf08378c5b1da6f9d4b202398891911ba06e8c8ea57e5cfd462e9a1b310b40","observation_id":"85b59774-65d5-4c5d-8c2c-584545218ec2","resolution":{"observed_at":"2026-08-07T12:00:49.744170Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2309.14525","last_updated":"2023-09-25T20:59:33Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-09-25T20:59:33Z","title":"Aligning Large Multimodal Models with Factually Augmented RLHF","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.14525","snapshot_observed_at":"2026-08-07T12:00:48.983655Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":50,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.983655Z"},"links":{"cited_paper":"/paper/2309.14525","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:c3bc5b05914d3fab2511905239d14cdf04796f4530b01d4a1421b70b81bebec3","observation_id":"336a7491-2643-480d-9dde-ad9490328ece","resolution":{"observed_at":"2026-08-07T12:00:48.983655Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.725393Z","title":null,"venue":null,"work_id":"fec11035-b3e1-422b-a612-6d149e2b3855","year":2014},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":51,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.987374Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:63fb8aef7fb21d85bd8b2d679826a1fcf0d5ea0b914c5f4895a4796cfc60bb8e","observation_id":"e586b821-bd72-4a76-b72f-f6b9a2739b7f","resolution":{"observed_at":"2026-08-07T12:00:49.729910Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.05977","last_updated":"2023-07-21T22:33:49Z","snapshot_observed_at":"2026-07-06T15:01:18.299343Z","submitted_at":"2023-03-10T15:17:22Z","title":"Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.05977","snapshot_observed_at":"2026-08-07T12:00:48.990829Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":52,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.990829Z"},"links":{"cited_paper":"/paper/2303.05977","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:203abe7f2c9e26a14251efb7501f88d23eed56caafc579d514bad9d4d5498481","observation_id":"62da44b4-f716-4929-9121-3ef80dfec801","resolution":{"observed_at":"2026-08-07T12:00:48.990829Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:48.995534Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.995534Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:39ae4994daf10e27c7cf86745d81773babc3c3582ba8e0b538027d69d90c2385","observation_id":"039e4b45-add8-46d9-a990-a06f4ff55f49","resolution":{"observed_at":"2026-08-07T12:00:48.995534Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.07397","last_updated":"2024-02-23T07:54:11Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-11-13T15:25:42Z","title":"AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.07397","snapshot_observed_at":"2026-08-07T12:00:48.999215Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:48.999215Z"},"links":{"cited_paper":"/paper/2311.07397","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:2e0c234245fef15e4eb2a069b0253bec7ca3608a565ce42df0cfe99e38564824","observation_id":"f1e7f4d5-7e49-4a07-9078-e6ec1f167119","resolution":{"observed_at":"2026-08-07T12:00:48.999215Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2025.12658","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.349880Z","title":null,"venue":null,"work_id":"efb8d577-d747-45da-b884-5431fc8fcebf","year":2025},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":55,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:49.003487Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:3f49019277f3f787685ca59e1a3ef334cc4bac1e4dda3cb17c57e7bd7bd6ec68","observation_id":"cdaf09ad-b011-4b5f-aee3-a1a16dae6450","resolution":{"observed_at":"2026-08-07T12:00:49.359781Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.007934Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":56,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:49.007934Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:83b6e07be16280180fb6216142a5b4dba2fc7c4a54d74208aa7e96e0fc8f0b9d","observation_id":"7c256f7f-f219-46fa-a518-a4b1dbfb509d","resolution":{"observed_at":"2026-08-07T12:00:49.007934Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.012123Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":57,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:49.012123Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:bd3dbc29fef8b20eaa43ec65b9465cb8b4089cd2e3cd9685d405d4b0efc89585","observation_id":"fc04e83c-4606-4d6a-b7a8-5c932eee30a2","resolution":{"observed_at":"2026-08-07T12:00:49.012123Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.17100","last_updated":"2024-08-11T20:03:12Z","snapshot_observed_at":"2026-08-07T07:20:25.167705Z","submitted_at":"2023-05-26T17:14:43Z","title":"BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.17100","snapshot_observed_at":"2026-08-07T12:00:49.016123Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":58,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:49.016123Z"},"links":{"cited_paper":"/paper/2305.17100","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:02f4b0643803b7d90b9817fb387de62cc125be3227f82f184c1a78a95a36c22d","observation_id":"ee4df9e2-26d9-4604-9fd3-5565fab6ea2d","resolution":{"observed_at":"2026-08-07T12:00:49.016123Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.11165","last_updated":"2024-05-29T02:27:35Z","snapshot_observed_at":"2026-08-02T01:26:32.418501Z","submitted_at":"2024-05-18T03:49:37Z","title":"Automated Multi-level Preference for MLLMs","version":4},"cited_work":{"arxiv_id":"2405.11165","doi":null,"metadata_source":"pith","pith_arxiv_id":"2405.11165","snapshot_observed_at":"2026-08-07T12:00:49.172676Z","title":"Automated Multi-level Preference for MLLMs","venue":"cs.CV","work_id":"a1a95d70-2313-4385-9f86-aff1de4c0e31","year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":59,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:49.020216Z"},"links":{"cited_paper":"/paper/2405.11165","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:5e03d0ae19c57e0111ee91fc44e90bd8c5f41ef0edc2891c14a02a3f5332d5f6","observation_id":"6afe9a87-88b4-4ff1-9680-1b87eebf8c29","resolution":{"observed_at":"2026-08-07T12:00:49.179736Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.00915","last_updated":"2025-01-08T22:58:51Z","snapshot_observed_at":"2026-07-06T14:57:39.647497Z","submitted_at":"2023-03-02T02:20:04Z","title":"BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.00915","snapshot_observed_at":"2026-08-07T12:00:49.024942Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":60,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:49.024942Z"},"links":{"cited_paper":"/paper/2303.00915","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:a4b3b068c4ed4b0a9b108786cb6707e73133d7e4d16bf8fa7d48845508bc7ed9","observation_id":"a5dbf31d-f855-4702-983a-4dc31c950973","resolution":{"observed_at":"2026-08-07T12:00:49.024942Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.10415","last_updated":"2024-09-08T01:04:35Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-05-17T17:50:16Z","title":"PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.10415","snapshot_observed_at":"2026-08-07T12:00:49.029421Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":61,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:49.029421Z"},"links":{"cited_paper":"/paper/2305.10415","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:e427d63a06de2aff0ee7bd9af7a41c6adfa4e320ea05b39c85afe0d89286fb09","observation_id":"1c143ce0-d991-47b7-bc34-684d6af9059d","resolution":{"observed_at":"2026-08-07T12:00:49.029421Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.11411","last_updated":"2024-02-18T00:56:16Z","snapshot_observed_at":"2026-07-06T17:31:41.687799Z","submitted_at":"2024-02-18T00:56:16Z","title":"Aligning Modalities in Vision Large Language Models via Preference Fine-tuning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.11411","snapshot_observed_at":"2026-08-07T12:00:49.033796Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":62,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:49.033796Z"},"links":{"cited_paper":"/paper/2402.11411","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:41763ccabd4d31becb7ad45caefd15a3bed1a3380a6b7c1df5e5dbff3cf34754","observation_id":"26018dad-d151-4596-a7c0-a62c48f93c6b","resolution":{"observed_at":"2026-08-07T12:00:49.033796Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.14622","last_updated":"2024-11-02T02:51:51Z","snapshot_observed_at":"2026-07-30T21:22:18.339303Z","submitted_at":"2024-05-23T14:30:33Z","title":"Calibrated Self-Rewarding Vision Language Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.14622","snapshot_observed_at":"2026-08-07T12:00:49.037510Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":63,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:49.037510Z"},"links":{"cited_paper":"/paper/2405.14622","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:04d7c36732db3662432fd765f45e3bb97899b9ba9da61d61a59fabd9def3acba","observation_id":"2b0bfa54-3836-4346-87d3-2f71914718e7","resolution":{"observed_at":"2026-08-07T12:00:49.037510Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.694694Z","title":null,"venue":null,"work_id":"e98c25a6-eedd-45e7-99de-0ea864ed871f","year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":64,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:49.041672Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:966684f55705c441c45dd60ad445b499385e9ec03f4b3610137602db265d0222","observation_id":"d0628f9a-c149-4be1-b813-01a258d49510","resolution":{"observed_at":"2026-08-07T12:00:49.699577Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2401.16335","last_updated":"2024-01-29T17:43:42Z","snapshot_observed_at":"2026-08-05T03:20:19.213455Z","submitted_at":"2024-01-29T17:43:42Z","title":"Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in RLHF","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.16335","snapshot_observed_at":"2026-08-07T12:00:49.045583Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":65,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:49.045583Z"},"links":{"cited_paper":"/paper/2401.16335","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:72f280577dd672ab6e0b568745662046d75c8bb8ae22003b0cc028a8066ccda1","observation_id":"72dd7354-9ff1-4eef-b10d-c2f5168b8a3a","resolution":{"observed_at":"2026-08-07T12:00:49.045583Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.06141","last_updated":"2025-06-04T07:13:53Z","snapshot_observed_at":"2026-07-06T20:03:38.451641Z","submitted_at":"2024-12-09T01:50:39Z","title":"MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.06141","snapshot_observed_at":"2026-08-07T12:00:49.053047Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":66,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:49.053047Z"},"links":{"cited_paper":"/paper/2412.06141","citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:7199243d7b7c96c5ca0f6c60149fe133563d8df0b0bfd172758d88036090ec01","observation_id":"11518ccb-e2ef-4168-a795-75c892dbf79c","resolution":{"observed_at":"2026-08-07T12:00:49.053047Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.057985Z","title":"online\" 'onlinestring :=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":67,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:49.057985Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:884cae59d070f1152d13b3ae2ff9f7bc5140d445703d91d5f0aae1f498cf5698","observation_id":"c5062569-f6db-4d35-a6fb-305049278397","resolution":{"observed_at":"2026-08-07T12:00:49.057985Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:00:49.063014Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models","version":1},"reference_index":68,"source":"arxiv_source","source_observed_at":"2026-08-07T12:00:49.063014Z"},"links":{"citing_paper":"/paper/2506.00805"},"observation_digest":"sha256:0c102a71ff6525431b3a596a31f91936451ae9334a7917037106dc537332f21c","observation_id":"f4c21a9b-3c75-4ce7-b0e2-c186384c2293","resolution":{"observed_at":"2026-08-07T12:00:49.063014Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2506.00805","last_updated":"2025-06-01T03:11:00Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-07T11:55:19.489761Z","submitted_at":"2025-06-01T03:11:00Z","title":"HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models"},"reference_resolution":{"displayed":68,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":65,"verified_exact":2,"verified_fuzzy":0},"total_outbound_references":68},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 3 inbound Pith citation observations for arXiv:2506.00805."}