{"as_of":"2026-08-08T04:41:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:b0135924c3e1900977f9ea050eed8c6f5ad11a3298457d42bd6791b076bb4cbf","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":5,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":5,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":5,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":5,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T14:49:59.501257Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-18T04:40:52.938072Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2408.10433","last_updated":"2024-08-19T21:56:20Z","snapshot_observed_at":"2026-07-06T19:03:09.004554Z","submitted_at":"2024-08-19T21:56:20Z","title":"CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.10433","snapshot_observed_at":"2026-08-07T14:49:59.501257Z","title":"Clip-dpo: Vision- language models as a source of preference for fixing hallucinations in lvlms","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.17529","last_updated":"2025-05-23T06:35:43Z","snapshot_observed_at":"2026-08-07T22:58:23.825794Z","submitted_at":"2025-05-23T06:35:43Z","title":"Do You Keep an Eye on What I Ask? Mitigating Multimodal Hallucination via Attention-Guided Ensemble Decoding","version":1},"reference_index":2020,"source":"pdf_text","source_observed_at":"2026-08-07T14:49:59.501257Z"},"links":{"cited_paper":"/paper/2408.10433","citing_paper":"/paper/2505.17529"},"observation_digest":"sha256:13d9fb5cdaf9c0587dc5893d26da5fef0b8abf97a8be1a6d3b4a7f259352f6f9","observation_id":"6a01c689-0a65-4792-a615-43632b72ecfa","resolution":{"observed_at":"2026-08-07T14:49:59.501257Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.10433","last_updated":"2024-08-19T21:56:20Z","snapshot_observed_at":"2026-07-06T19:03:09.004554Z","submitted_at":"2024-08-19T21:56:20Z","title":"CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.10433","snapshot_observed_at":"2026-08-06T18:55:17.688107Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.06959","last_updated":"2025-07-09T15:40:18Z","snapshot_observed_at":"2026-08-07T10:43:27.957447Z","submitted_at":"2025-07-09T15:40:18Z","title":"CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T18:55:17.688107Z"},"links":{"cited_paper":"/paper/2408.10433","citing_paper":"/paper/2507.06959"},"observation_digest":"sha256:a364cb9080bf87ef5692e5a0ec198484a6b2e6b05597ca07b8a327db9460b47c","observation_id":"e80fe90f-eb56-4a2a-ad73-9dc5113bdcd4","resolution":{"observed_at":"2026-08-06T18:55:17.688107Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.10433","last_updated":"2024-08-19T21:56:20Z","snapshot_observed_at":"2026-07-06T19:03:09.004554Z","submitted_at":"2024-08-19T21:56:20Z","title":"CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.10433","snapshot_observed_at":"2026-08-06T18:39:29.087461Z","title":"Clip-dpo: Vision-language models as a source of preference for fixing hallucinations in lvlms","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.07731","last_updated":"2025-07-10T13:12:08Z","snapshot_observed_at":"2026-08-08T00:07:40.458790Z","submitted_at":"2025-07-10T13:12:08Z","title":"Energy-Guided Decoding for Object Hallucination Mitigation","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T18:39:29.087461Z"},"links":{"cited_paper":"/paper/2408.10433","citing_paper":"/paper/2507.07731"},"observation_digest":"sha256:fff14cfd75ed84c2086704b371a69906605e7c75857d619a3ddfe245c75575a7","observation_id":"401cf949-c917-4b04-acf3-493a219529fc","resolution":{"observed_at":"2026-08-06T18:39:29.087461Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.10433","last_updated":"2024-08-19T21:56:20Z","snapshot_observed_at":"2026-07-06T19:03:09.004554Z","submitted_at":"2024-08-19T21:56:20Z","title":"CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs","version":1},"cited_work":{"arxiv_id":"2408.10433","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.10433","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Clip-dpo: Vision-language models as a source of preference for fixing hallucinations in lvlms.ArXiv, abs/2408.10433","venue":null,"work_id":"c281585f-0364-45a4-8c48-6eafc7cc3934","year":2024},"citing_paper":{"arxiv_id":"2510.21122","last_updated":"2026-04-07T14:13:33Z","snapshot_observed_at":"2026-08-07T19:43:49.251350Z","submitted_at":"2025-10-24T03:23:34Z","title":"NoisyGRPO: Incentivizing Multimodal CoT Reasoning via Noise Injection and Bayesian Estimation","version":3},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-18T04:39:58.296388Z"},"links":{"cited_paper":"/paper/2408.10433","citing_paper":"/paper/2510.21122"},"observation_digest":"sha256:da17afafa289027e882468cb493c63a4c124cbbbe1dc04e1843f592398249b18","observation_id":"c0777f18-fd1f-40f2-a272-c506ba2c871e","resolution":{"observed_at":"2026-05-18T04:40:52.940437Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.10433","last_updated":"2024-08-19T21:56:20Z","snapshot_observed_at":"2026-07-06T19:03:09.004554Z","submitted_at":"2024-08-19T21:56:20Z","title":"CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs","version":1},"cited_work":{"arxiv_id":"2408.10433","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.10433","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Clip-dpo: Vision-language models as a source of preference for fixing hallucinations in lvlms.ArXiv, abs/2408.10433","venue":null,"work_id":"c281585f-0364-45a4-8c48-6eafc7cc3934","year":2024},"citing_paper":{"arxiv_id":"2604.18512","last_updated":"2026-04-20T17:06:20Z","snapshot_observed_at":"2026-08-04T23:53:40.564219Z","submitted_at":"2026-04-20T17:06:20Z","title":"S2H-DPO: Hardness-Aware Preference Optimization for Vision-Language Models","version":1},"reference_index":66,"source":"arxiv_source","source_observed_at":"2026-05-10T05:38:01.208136Z"},"links":{"cited_paper":"/paper/2408.10433","citing_paper":"/paper/2604.18512"},"observation_digest":"sha256:73b60bedb6fa27df5cbf14ec51f58dfc2aa37df3c89c67233f66da956c076085","observation_id":"ccc2cff0-a9e8-4675-b4bb-8d0cbf3e13b0","resolution":{"observed_at":"2026-05-10T05:41:02.277080Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2408.10433/citation-record","integrity":"/paper/2408.10433/integrity","json":"/paper/2408.10433/citation-record.json","paper":"/paper/2408.10433"},"outbound":[],"paper":{"arxiv_id":"2408.10433","last_updated":"2024-08-19T21:56:20Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-07-06T19:03:09.004554Z","submitted_at":"2024-08-19T21:56:20Z","title":"CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"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":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2408.10433."}