{"as_of":"2026-08-08T23:07:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:3634451cfd518c9fa527e882b595664d2ac5a31421ab876e051bbe0d71f56b2e","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":10,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":10,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":10,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":10,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T15:02:26.254481Z","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":"2026-06-30T14:24:45.332481Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2410.07471","last_updated":"2024-10-11T01:05:22Z","snapshot_observed_at":"2026-08-08T09:07:14.280048Z","submitted_at":"2024-10-09T22:24:22Z","title":"SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection","version":2},"cited_work":{"arxiv_id":"2410.07471","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2410.07471","snapshot_observed_at":"2026-06-30T14:24:45.332481Z","title":"Seal: Safety-enhanced aligned llm fine-tuning via bilevel data selection","venue":null,"work_id":"7afd01ee-9396-4df2-8200-ae983101f8e2","year":2024},"citing_paper":{"arxiv_id":"2409.18169","last_updated":"2026-04-23T18:48:49Z","snapshot_observed_at":"2026-07-06T19:22:58.341345Z","submitted_at":"2024-09-26T17:55:22Z","title":"Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey","version":6},"reference_index":133,"source":"pdf_text","source_observed_at":"2026-05-23T20:58:16.237327Z"},"links":{"cited_paper":"/paper/2410.07471","citing_paper":"/paper/2409.18169"},"observation_digest":"sha256:cff3fb42171a01aad01cb1491f22bfe8eaf70301fd0a5ea4fe63a8e6ddb3a64b","observation_id":"7275abcd-f4de-43e7-83db-8c10ef0e5c11","resolution":{"observed_at":"2026-05-23T20:58:26.170553Z","resolver_source":"arxiv_id","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":"2410.07471","last_updated":"2024-10-11T01:05:22Z","snapshot_observed_at":"2026-08-08T09:07:14.280048Z","submitted_at":"2024-10-09T22:24:22Z","title":"SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.07471","snapshot_observed_at":"2026-08-07T15:02:26.254481Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17151","last_updated":"2025-05-22T10:16:56Z","snapshot_observed_at":"2026-08-08T11:14:11.223688Z","submitted_at":"2025-05-22T10:16:56Z","title":"Bayesian Optimization for Enhanced Language Models: Optimizing Acquisition Functions","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T15:02:26.254481Z"},"links":{"cited_paper":"/paper/2410.07471","citing_paper":"/paper/2505.17151"},"observation_digest":"sha256:cf1304b41ae003e25310f5575128c65e31ecd42048c884505055e5e16f66e900","observation_id":"87d64818-9479-4c83-90b0-27a461b530fd","resolution":{"observed_at":"2026-08-07T15:02:26.254481Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.07471","last_updated":"2024-10-11T01:05:22Z","snapshot_observed_at":"2026-08-08T09:07:14.280048Z","submitted_at":"2024-10-09T22:24:22Z","title":"SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.07471","snapshot_observed_at":"2026-08-05T13:20:39.205446Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.00728","last_updated":"2025-08-31T07:45:40Z","snapshot_observed_at":"2026-08-08T08:49:25.436074Z","submitted_at":"2025-08-31T07:45:40Z","title":"A Survey on Open Dataset Search in the LLM Era: Retrospectives and Perspectives","version":1},"reference_index":125,"source":"pdf_text","source_observed_at":"2026-08-05T13:20:39.205446Z"},"links":{"cited_paper":"/paper/2410.07471","citing_paper":"/paper/2509.00728"},"observation_digest":"sha256:9dcaa1aac315d49948534f5acb06d77a70158e16f7ed867e6a784903fafb9201","observation_id":"16b09828-5709-4ff6-809e-5507540bf408","resolution":{"observed_at":"2026-08-05T13:20:39.205446Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.07471","last_updated":"2024-10-11T01:05:22Z","snapshot_observed_at":"2026-08-08T09:07:14.280048Z","submitted_at":"2024-10-09T22:24:22Z","title":"SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.07471","snapshot_observed_at":"2026-08-04T11:16:14.039965Z","title":"Seal: Safety-enhanced aligned llm fine-tuning via bilevel data selection","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2510.06048","last_updated":"2026-06-18T04:28:50Z","snapshot_observed_at":"2026-08-04T11:16:05.008855Z","submitted_at":"2025-10-07T15:42:33Z","title":"BLISS: A Lightweight Bilevel Influence Scoring Method for Data Selection in Language Model Pretraining","version":5},"reference_index":57,"source":"arxiv_source","source_observed_at":"2026-08-04T11:16:14.039965Z"},"links":{"cited_paper":"/paper/2410.07471","citing_paper":"/paper/2510.06048"},"observation_digest":"sha256:7c0e8b153ab4c037d1049e0c45b9b127ecc61fc63d43ef92276d3d4ab148b649","observation_id":"a596660d-a762-45e5-b50d-ae0096d1f69e","resolution":{"observed_at":"2026-08-04T11:16:14.039965Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.07471","last_updated":"2024-10-11T01:05:22Z","snapshot_observed_at":"2026-08-08T09:07:14.280048Z","submitted_at":"2024-10-09T22:24:22Z","title":"SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.07471","snapshot_observed_at":"2026-08-03T04:43:47.723781Z","title":"Seal: Safety-enhanced aligned llm fine-tuning via bilevel data selection, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2602.04306","last_updated":"2026-06-18T06:47:05Z","snapshot_observed_at":"2026-08-08T02:52:47.498682Z","submitted_at":"2026-02-04T08:15:51Z","title":"DeFrame: Debiasing Large Language Models Against Framing Effects","version":2},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-03T04:43:47.723781Z"},"links":{"cited_paper":"/paper/2410.07471","citing_paper":"/paper/2602.04306"},"observation_digest":"sha256:7c86d8b1ea861714c84b23e25ff124c8496e59ba5e5a686b3ba81ae33c85b2fb","observation_id":"d9f86f6e-5f4d-46fb-ba25-ad36132b4ba2","resolution":{"observed_at":"2026-08-03T04:43:47.723781Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.07471","last_updated":"2024-10-11T01:05:22Z","snapshot_observed_at":"2026-08-08T09:07:14.280048Z","submitted_at":"2024-10-09T22:24:22Z","title":"SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection","version":2},"cited_work":{"arxiv_id":"2410.07471","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2410.07471","snapshot_observed_at":"2026-06-30T14:24:45.332481Z","title":"Seal: Safety-enhanced aligned llm fine-tuning via bilevel data selection","venue":null,"work_id":"7afd01ee-9396-4df2-8200-ae983101f8e2","year":2024},"citing_paper":{"arxiv_id":"2605.10288","last_updated":"2026-05-12T10:19:03Z","snapshot_observed_at":"2026-07-06T23:22:18.704329Z","submitted_at":"2026-05-11T09:50:10Z","title":"BROS: Bias-Corrected Randomized Subspaces for Memory-Efficient Single-Loop Bilevel Optimization","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-05-12T04:47:04.868735Z"},"links":{"cited_paper":"/paper/2410.07471","citing_paper":"/paper/2605.10288"},"observation_digest":"sha256:afc190e8a738a23de63401dc75cb105caada57292186761210c686ddc0d4b640","observation_id":"2732c463-25b2-4068-ab58-de63cb473dff","resolution":{"observed_at":"2026-05-12T05:56:26.567368Z","resolver_source":"arxiv_id","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":"2410.07471","last_updated":"2024-10-11T01:05:22Z","snapshot_observed_at":"2026-08-08T09:07:14.280048Z","submitted_at":"2024-10-09T22:24:22Z","title":"SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection","version":2},"cited_work":{"arxiv_id":"2410.07471","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2410.07471","snapshot_observed_at":"2026-06-30T14:24:45.332481Z","title":"Seal: Safety-enhanced aligned llm fine-tuning via bilevel data selection","venue":null,"work_id":"7afd01ee-9396-4df2-8200-ae983101f8e2","year":2024},"citing_paper":{"arxiv_id":"2605.10288","last_updated":"2026-05-12T10:19:03Z","snapshot_observed_at":"2026-07-06T23:22:18.704329Z","submitted_at":"2026-05-11T09:50:10Z","title":"BROS: Bias-Corrected Randomized Subspaces for Memory-Efficient Single-Loop Bilevel Optimization","version":2},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-05-13T06:20:42.781613Z"},"links":{"cited_paper":"/paper/2410.07471","citing_paper":"/paper/2605.10288"},"observation_digest":"sha256:c0121a0c3d0263dcbbb24aba7d8c690b08c329db0bffc72663dcef53402d31cb","observation_id":"16e9ed94-657f-4d5a-8053-8c269f4a0d54","resolution":{"observed_at":"2026-05-13T06:22:23.301603Z","resolver_source":"arxiv_id","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":"2410.07471","last_updated":"2024-10-11T01:05:22Z","snapshot_observed_at":"2026-08-08T09:07:14.280048Z","submitted_at":"2024-10-09T22:24:22Z","title":"SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection","version":2},"cited_work":{"arxiv_id":"2410.07471","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2410.07471","snapshot_observed_at":"2026-06-30T14:24:45.332481Z","title":"Seal: Safety-enhanced aligned llm fine-tuning via bilevel data selection","venue":null,"work_id":"7afd01ee-9396-4df2-8200-ae983101f8e2","year":2024},"citing_paper":{"arxiv_id":"2605.28664","last_updated":"2026-05-27T15:59:45Z","snapshot_observed_at":"2026-08-07T19:59:30.749922Z","submitted_at":"2026-05-27T15:59:45Z","title":"Activation Steering for Synthetic Data Generation: The Role of Diversity in Downstream Safety Detection","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-06-29T13:53:27.306664Z"},"links":{"cited_paper":"/paper/2410.07471","citing_paper":"/paper/2605.28664"},"observation_digest":"sha256:8192adc2d2ae5a62b95fb81ef2b13d9693ee5fab3212e89b97ebbd4ae1d80a0d","observation_id":"4b751511-83a1-4d16-9a28-2fccc9a9725b","resolution":{"observed_at":"2026-06-29T14:03:29.919628Z","resolver_source":"arxiv_id","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":"2410.07471","last_updated":"2024-10-11T01:05:22Z","snapshot_observed_at":"2026-08-08T09:07:14.280048Z","submitted_at":"2024-10-09T22:24:22Z","title":"SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection","version":2},"cited_work":{"arxiv_id":"2410.07471","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2410.07471","snapshot_observed_at":"2026-06-30T14:24:45.332481Z","title":"Seal: Safety-enhanced aligned llm fine-tuning via bilevel data selection","venue":null,"work_id":"7afd01ee-9396-4df2-8200-ae983101f8e2","year":2024},"citing_paper":{"arxiv_id":"2606.30263","last_updated":"2026-06-29T13:11:49Z","snapshot_observed_at":"2026-08-05T03:55:13.444958Z","submitted_at":"2026-06-29T13:11:49Z","title":"Defending Against Harmful Supervision Hidden in Benign Samples","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-06-30T05:29:04.802064Z"},"links":{"cited_paper":"/paper/2410.07471","citing_paper":"/paper/2606.30263"},"observation_digest":"sha256:757cb8d93ab0aca4f4f92d509e8fddcd4b83588bad0219b98bbfaffd798f40a5","observation_id":"8877987c-499c-47da-9a91-d4d53e353470","resolution":{"observed_at":"2026-06-30T14:24:45.334094Z","resolver_source":"arxiv_id","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":"2410.07471","last_updated":"2024-10-11T01:05:22Z","snapshot_observed_at":"2026-08-08T09:07:14.280048Z","submitted_at":"2024-10-09T22:24:22Z","title":"SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.07471","snapshot_observed_at":"2026-07-14T13:04:23.482075Z","title":"arXiv preprint arXiv:2410.07471 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.10263","last_updated":"2026-07-11T11:41:42Z","snapshot_observed_at":"2026-07-16T23:18:16.323843Z","submitted_at":"2026-07-11T11:41:42Z","title":"Sharper Analysis of Single-Loop Methods for Bilevel Optimization","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-07-14T13:04:23.482075Z"},"links":{"cited_paper":"/paper/2410.07471","citing_paper":"/paper/2607.10263"},"observation_digest":"sha256:833909e88636c8ebdec9c885c23f666f4fe63b3560c57f854b1a374e56964378","observation_id":"1afe0c41-c404-4149-a608-24e38babf7c9","resolution":{"observed_at":"2026-07-14T13:04:23.482075Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2410.07471/citation-record","integrity":"/paper/2410.07471/integrity","json":"/paper/2410.07471/citation-record.json","paper":"/paper/2410.07471"},"outbound":[],"paper":{"arxiv_id":"2410.07471","last_updated":"2024-10-11T01:05:22Z","latest_version":2,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-08T09:07:14.280048Z","submitted_at":"2024-10-09T22:24:22Z","title":"SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection"},"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":"2026-08-08T06:32:00.761636+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 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2410.07471."}