{"as_of":"2026-08-10T07:26:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:519721ad26fc13f2addb0a8aafaf754a78b07d6bc66289a8a4c33a5185a021cf","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":4,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":4,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+00:00","state":"measured"},{"denominator":4,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":4,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-09T11:12:08.160998Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":1,"source":"pith","source_observed_at":"2026-08-05T02:28:24.338817Z","state":"measured"}],"external_citation_measurements":[{"count":3,"observed_at":"2026-08-05T02:28:24.338817Z","source":"pith"}],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2402.14270","last_updated":"2024-03-01T15:21:16Z","snapshot_observed_at":"2026-08-10T04:11:56.895467Z","submitted_at":"2024-02-22T04:10:57Z","title":"Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.14270","snapshot_observed_at":"2026-08-09T11:12:08.160998Z","title":"cc/paper_files/paper/2020/file/ aa2a77371374094fe9e0bc1de3f94ed9-Paper","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.02797","last_updated":"2025-06-12T03:04:07Z","snapshot_observed_at":"2026-08-10T02:10:06.864496Z","submitted_at":"2025-02-05T00:49:59Z","title":"Upweighting Easy Samples in Fine-Tuning Mitigates Forgetting","version":2},"reference_index":2020,"source":"pdf_text","source_observed_at":"2026-08-09T11:12:08.160998Z"},"links":{"cited_paper":"/paper/2402.14270","citing_paper":"/paper/2502.02797"},"observation_digest":"sha256:5ac767d9f55b386cd930ae143a68afb50b1e155033b331b11282f7773212971e","observation_id":"2dc35d19-4a5f-42b8-9dae-830518ad121a","resolution":{"observed_at":"2026-08-09T11:12:08.160998Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.14270","last_updated":"2024-03-01T15:21:16Z","snapshot_observed_at":"2026-08-10T04:11:56.895467Z","submitted_at":"2024-02-22T04:10:57Z","title":"Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.14270","snapshot_observed_at":"2026-08-08T14:36:36.397638Z","title":"Take the bull by the horns: Hard sample-reweighted continual training improves llm generalization","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06733","last_updated":"2025-02-10T17:57:15Z","snapshot_observed_at":"2026-08-09T06:26:06.352592Z","submitted_at":"2025-02-10T17:57:15Z","title":"Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-08T14:36:36.397638Z"},"links":{"cited_paper":"/paper/2402.14270","citing_paper":"/paper/2502.06733"},"observation_digest":"sha256:2c6344b138b5c01d514cdc55a87fac13415193b14e45e38ed75ffdd91304a4d2","observation_id":"9311650d-fc56-431a-ad92-bf9903a64d29","resolution":{"observed_at":"2026-08-08T14:36:36.397638Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.14270","last_updated":"2024-03-01T15:21:16Z","snapshot_observed_at":"2026-08-10T04:11:56.895467Z","submitted_at":"2024-02-22T04:10:57Z","title":"Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.14270","snapshot_observed_at":"2026-08-06T16:53:09.175972Z","title":"Take the bull by the horns: Hard sample-reweighted continual training improves llm generalization","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.12466","last_updated":"2025-07-16T17:59:45Z","snapshot_observed_at":"2026-08-09T12:12:41.025897Z","submitted_at":"2025-07-16T17:59:45Z","title":"Language Models Improve When Pretraining Data Matches Target Tasks","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-06T16:53:09.175972Z"},"links":{"cited_paper":"/paper/2402.14270","citing_paper":"/paper/2507.12466"},"observation_digest":"sha256:c06fdb4c573d63e45eea39b01c88a5cf65e68e96d230ca1fa50bcf0b1bb59ff7","observation_id":"f69685dc-4d56-42c9-9f79-9fdf6ecf44bb","resolution":{"observed_at":"2026-08-06T16:53:09.175972Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.14270","last_updated":"2024-03-01T15:21:16Z","snapshot_observed_at":"2026-08-10T04:11:56.895467Z","submitted_at":"2024-02-22T04:10:57Z","title":"Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization","version":2},"cited_work":{"arxiv_id":"2402.14270","doi":"10.48550/arxiv.2402.14270","metadata_source":"pith","pith_arxiv_id":"2402.14270","snapshot_observed_at":"2026-08-05T02:49:54.815029Z","title":"Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization","venue":"cs.LG","work_id":"27ba1354-7812-47b3-acfb-0e703e774e81","year":2024},"citing_paper":{"arxiv_id":"2511.21692","last_updated":"2026-08-04T23:49:27Z","snapshot_observed_at":"2026-08-10T04:11:40.753565Z","submitted_at":"2025-11-26T18:59:57Z","title":"Revisiting Generalization Across Difficulty Levels: It's Not So Easy","version":2},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-04T06:45:51.788060Z"},"links":{"cited_paper":"/paper/2402.14270","citing_paper":"/paper/2511.21692"},"observation_digest":"sha256:f98faa1b2c05cdce35f7e5eb844c3870d693b7898319a0d030745f9952aadb78","observation_id":"1050c8e3-e9c7-4bd2-8ddf-0e068b044aec","resolution":{"observed_at":"2026-08-04T06:49:34.293840Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2402.14270/citation-record","integrity":"/paper/2402.14270/integrity","json":"/paper/2402.14270/citation-record.json","paper":"/paper/2402.14270"},"outbound":[],"paper":{"arxiv_id":"2402.14270","last_updated":"2024-03-01T15:21:16Z","latest_version":2,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-10T04:11:56.895467Z","submitted_at":"2024-02-22T04:10:57Z","title":"Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization"},"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":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2402.14270."}