{"as_of":"2026-08-19T02:37:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:a5a4fa435b669e279970fc390a6aeaafb7d6c7a38d3555fec3d2d23bcc244bc2","coverage":[{"denominator":20,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":20,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-16T05:20:28.096171Z","state":"measured"},{"denominator":21,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":21,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-18T06:34:40.430872+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-15T22:27:26.221123Z","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":"2026-08-15T22:27:26.405418Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"cited_work":{"arxiv_id":"2504.20972","doi":null,"metadata_source":"pith","pith_arxiv_id":"2504.20972","snapshot_observed_at":"2026-08-15T22:27:26.405418Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","venue":"cs.CL","work_id":"e2c03588-6023-4cf1-b308-a4613a904d02","year":2025},"citing_paper":{"arxiv_id":"2505.07184","last_updated":"2025-05-12T02:21:36Z","snapshot_observed_at":"2026-08-18T08:24:46.091529Z","submitted_at":"2025-05-12T02:21:36Z","title":"Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMs","version":1},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-15T22:27:26.221123Z"},"links":{"cited_paper":"/paper/2504.20972","citing_paper":"/paper/2505.07184"},"observation_digest":"sha256:c29bcbc37766cbd6e12bce624cad6e4e3adadf2d2c8001040a46d8c5e743188b","observation_id":"2311bf21-cfa3-4b47-b020-9814f193a372","resolution":{"observed_at":"2026-08-15T22:27:26.409644Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2504.20972/citation-record","integrity":"/paper/2504.20972/integrity","json":"/paper/2504.20972/citation-record.json","paper":"/paper/2504.20972"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T05:20:28.521541Z","title":"T-rex: A large scale alignment of nat- ural language with knowledge base triples","venue":null,"work_id":"d38243ec-e8bf-4678-a950-5fdc74b3f689","year":2018},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.008807Z"},"links":{"citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:279e7a6e8bcfec5e4f3f7d30352f9f7f523210402c826cec0d37d195d7b216f5","observation_id":"a5e3b686-459a-41ef-b3af-a2c98537bcaa","resolution":{"observed_at":"2026-08-16T05:20:28.526762Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T05:20:28.488863Z","title":"Transformer feed-forward layers build predictions by pro- moting concepts in the vocabulary space","venue":null,"work_id":"8bd71cbe-fe55-4bd0-bcdd-f6e7d9716567","year":2022},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.024158Z"},"links":{"citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:1f47e9f2d0e29337e8839d75a9687340f25b0b7901a69e995fab2ad9f21263fb","observation_id":"b6fa66d0-bdd4-4871-9d10-99361274d4a2","resolution":{"observed_at":"2026-08-16T05:20:28.494386Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T05:20:28.472684Z","title":"Editing common sense in transformers","venue":null,"work_id":"a1aa2230-b2c3-479a-a167-f3902f2fcce8","year":2023},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.029658Z"},"links":{"citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:6e74e50d9a505817df1e742f21faadcc0d03ae887b23d179ef39995a70bd1c21","observation_id":"39bbadc4-0ee4-4e3c-a93b-e4ed8945f7fc","resolution":{"observed_at":"2026-08-16T05:20:28.477783Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T05:20:28.456563Z","title":"Commonsense knowledge editing based on free-text in llms","venue":null,"work_id":"066b245c-ebc0-4e96-8e97-4f954dd09db8","year":2024},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.039749Z"},"links":{"citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:d6ec82ed560c9f81773f3e2f12e3c709cdd6f9d135a894302fafbb13a3f9282b","observation_id":"e0c1bd52-f631-4d2c-90d0-2b7cc297ad3d","resolution":{"observed_at":"2026-08-16T05:20:28.461698Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T05:20:28.423516Z","title":null,"venue":null,"work_id":"0e9e5582-2a50-45f8-b4aa-8d84629e3ded","year":2019},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.050215Z"},"links":{"citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:44e420b3e55a0d9db9e0103ba215c306318f98d5e2dc3cd2513d5dfde63edbce","observation_id":"0b054080-3794-4c27-9b9f-8f075053a45d","resolution":{"observed_at":"2026-08-16T05:20:28.428365Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T05:20:28.406078Z","title":"Modi- fying memories in transformer models","venue":null,"work_id":"775cba20-c278-4a5d-aef2-94c172c9d950","year":2020},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.060592Z"},"links":{"citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:a2fc2b7e6e586092a55896e417c54f6b745d5999fa0bbdc50239ce0ce99f4dca","observation_id":"e85e3385-66eb-4df7-9e66-a394aa20b8dc","resolution":{"observed_at":"2026-08-16T05:20:28.411784Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T05:20:28.388011Z","title":"Does large language model contain task-specific neurons? In Proceedings of the 2024 Conference on Empirical Methods in Natural Lan- guage Processing, pages 7101–7113,","venue":null,"work_id":"43dc8ed4-0ee2-40c1-bd2e-b26e6c228ea5","year":2024},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.065543Z"},"links":{"citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:ba38deb50a73008f26ca19868430a5f205da39eb6cc0405e9c0534d69c005e6f","observation_id":"12bb96ba-8645-4b2a-9547-d89a4ed91058","resolution":{"observed_at":"2026-08-16T05:20:28.393474Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2405.14768","last_updated":"2024-12-19T02:18:54Z","snapshot_observed_at":"2026-08-17T11:28:53.931156Z","submitted_at":"2024-05-23T16:35:52Z","title":"WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.14768","snapshot_observed_at":"2026-08-16T05:20:28.070557Z","title":"Wise: Rethinking the knowledge memory for lifelong model editing of large language models","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.070557Z"},"links":{"cited_paper":"/paper/2405.14768","citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:7c582841e6425bf10db801612c84334e1802d8fce64fb451588fe6d269b081ca","observation_id":"65308789-23ef-4d81-95db-9921c10e1f64","resolution":{"observed_at":"2026-08-16T05:20:28.070557Z","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":"2026-08-16T05:20:28.371381Z","title":"Editing conceptual knowledge for large language models","venue":null,"work_id":"3c278b08-2a3b-4429-8d6d-52bada5dc340","year":2024},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.076213Z"},"links":{"citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:8dff30b9d1076670e823ad0f70368ddd663fcc919c51b5672bb0c8ebe827989e","observation_id":"14d01f7e-b9e2-48f0-a63e-c7955b8e1655","resolution":{"observed_at":"2026-08-16T05:20:28.376660Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2311.09053","last_updated":"2023-11-15T15:44:42Z","snapshot_observed_at":"2026-08-16T18:34:08.440771Z","submitted_at":"2023-11-15T15:44:42Z","title":"Assessing Knowledge Editing in Language Models via Relation Perspective","version":1},"cited_work":{"arxiv_id":"2311.09053","doi":null,"metadata_source":"pith","pith_arxiv_id":"2311.09053","snapshot_observed_at":"2026-08-16T05:20:28.134177Z","title":"Assessing Knowledge Editing in Language Models via Relation Perspective","venue":"cs.CL","work_id":"94d8dff1-f035-45f3-9338-05e03228a21a","year":2023},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.080992Z"},"links":{"cited_paper":"/paper/2311.09053","citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:a4e477b184806a651c7f0f26ed8a63e55af5225f5f1850749ca5960fe47a34f1","observation_id":"1f97f345-e6f5-4d87-bca8-461d98c97a24","resolution":{"observed_at":"2026-08-16T05:20:28.141537Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T05:20:28.354645Z","title":"Can we edit factual knowledge by in-context learning? In Proceedings of the 2023 Conference on Empirical Methods in Natural Lan- guage Processing, pages 4862–4876,","venue":null,"work_id":"3ae483fe-3c8a-4c51-845f-885cf1b99db4","year":2023},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.086327Z"},"links":{"citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:7c813c7c1c963067d351a1e009e1f45665bd8eb21b795f2b867fe50dbaa5a22c","observation_id":"ca93e442-be92-47d5-8380-7842de5be727","resolution":{"observed_at":"2026-08-16T05:20:28.360087Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T05:20:28.321253Z","title":"A.2 Implementation Details The experiments are implemented using the PyTorch frame- work and run on a machine with eight NVIDIA GeForce RTX 3090 GPUs","venue":null,"work_id":"a009f678-2a43-4302-aabc-22071f06c7e8","year":2022},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.096171Z"},"links":{"citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:09d344df7c2cf16663dc6e553ef2e9d65ca1d80ada51e45c269c4c8700dc60da","observation_id":"68fcb2b7-241d-4ff0-b36b-9aa39a0819ca","resolution":{"observed_at":"2026-08-16T05:20:28.326540Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T05:20:28.439390Z","title":"Zero-shot relation extraction via reading compre- hension","venue":null,"work_id":"5dfc87f8-1313-4060-9fbd-06aafa8c5fad","year":2017},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":1955,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.045047Z"},"links":{"citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:24d0d4043f81a8e21f33f01187b2d46f788c767de9705805e207932cd4ee2a2b","observation_id":"f6d958f3-9ccc-4bcf-830f-14ab3de3632d","resolution":{"observed_at":"2026-08-16T05:20:28.445038Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2012.14913","last_updated":"2021-09-05T17:32:27Z","snapshot_observed_at":"2026-08-13T01:11:33.500647Z","submitted_at":"2020-12-29T19:12:05Z","title":"Transformer Feed-Forward Layers Are Key-Value Memories","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2012.14913","snapshot_observed_at":"2026-08-16T05:20:28.013735Z","title":"Transformer feed-forward layers are key-value memories","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":2018,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.013735Z"},"links":{"cited_paper":"/paper/2012.14913","citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:c40e34782b87d33afa97b298154b15131fd2764de837f4d772a1a264b3276eed","observation_id":"b42faed5-5aad-43dd-8cf5-a4f608259669","resolution":{"observed_at":"2026-08-16T05:20:28.013735Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.11194","last_updated":"2025-03-30T20:10:35Z","snapshot_observed_at":"2026-08-18T08:00:56.411400Z","submitted_at":"2024-06-17T04:00:04Z","title":"In-Context Editing: Learning Knowledge from Self-Induced Distributions","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.11194","snapshot_observed_at":"2026-08-16T05:20:28.055139Z","title":"In-context editing: Learning knowledge from self-induced distributions","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":2019,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.055139Z"},"links":{"cited_paper":"/paper/2406.11194","citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:3a07e39c7d74556eb9c3b9f9349254976029bd7279c125d3f77eaccaaca57694","observation_id":"2c92f198-3766-4d67-83d2-997f472bb09b","resolution":{"observed_at":"2026-08-16T05:20:28.055139Z","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":"2026-08-16T05:20:28.505336Z","title":"Transformer feed-forward layers are key-value memories","venue":null,"work_id":"1bef25c2-d0b7-49b3-af84-dc4bc8ffcd78","year":2021},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":2020,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.019163Z"},"links":{"citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:27d14020548367cf35ed41441cf3197c3869d6038e3866f140778e907b356f2e","observation_id":"67a144ce-2dfd-4d69-b59b-1d316deff492","resolution":{"observed_at":"2026-08-16T05:20:28.510500Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T05:20:28.537731Z","title":"Calibrating factual knowledge in pretrained language models","venue":null,"work_id":"436f3a8e-0e2d-4354-81b3-972028140077","year":2022},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.003654Z"},"links":{"citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:9818ce78090641e9def6eb12f6cb9060063ce4eec3ebc8733f5a4262bb739636","observation_id":"b9f4d028-4a0b-4253-aaeb-e94617669f15","resolution":{"observed_at":"2026-08-16T05:20:28.542769Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T05:20:28.553144Z","title":"Editing fac- tual knowledge in language models","venue":null,"work_id":"7218126f-1af8-4876-bf88-bcd5fe9dc417","year":2021},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:27.998163Z"},"links":{"citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:d5bf1deaa2f115f29797fe378c65ab03f72cf1c47e01f020fd981285fd0491e8","observation_id":"80a3e3c8-492e-4b8d-8b03-22dc1d7557bc","resolution":{"observed_at":"2026-08-16T05:20:28.558123Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T05:20:28.338022Z","title":"Mquake: Assessing knowledge editing in language models via multi-hop ques- tions","venue":null,"work_id":"8e069ae1-b58e-40fe-b7f6-e4f28ba19bca","year":2023},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.091354Z"},"links":{"citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:9dfaf28a04ff179c08344e1fa5c93cf1c125a609a12b1bb02f42800ea01d502b","observation_id":"e9b8d7ba-2a93-411c-b61c-d7a466025025","resolution":{"observed_at":"2026-08-16T05:20:28.343529Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.10987","last_updated":"2024-06-05T07:44:30Z","snapshot_observed_at":"2026-08-16T14:18:06.364036Z","submitted_at":"2024-02-16T05:29:59Z","title":"WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.10987","snapshot_observed_at":"2026-08-16T05:20:28.034432Z","title":"Wilke: Wise-layer knowledge editor for lifelong knowledge editing","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-16T05:20:28.034432Z"},"links":{"cited_paper":"/paper/2402.10987","citing_paper":"/paper/2504.20972"},"observation_digest":"sha256:cd58c41e979925a73f21738364862cb34fb1ff2ec8ca187e3f38a67870413720","observation_id":"c2f939e1-4a12-40b8-a351-2fad6672f48c","resolution":{"observed_at":"2026-08-16T05:20:28.034432Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2504.20972","last_updated":"2025-04-29T17:40:29Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-16T16:55:14.760526Z","submitted_at":"2025-04-29T17:40:29Z","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap"},"reference_resolution":{"displayed":20,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":5,"verified_exact":0,"verified_fuzzy":14},"total_outbound_references":20},"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":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"thesis":"As of 19 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 1 inbound Pith citation observation for arXiv:2504.20972."}