{"as_of":"2026-08-17T07:06:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:49619c41d1b2554a132fa9aeead4551276128c0e2300fe09a3509567e9d0f6d4","coverage":[{"denominator":40,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":40,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T14:21:49.154843Z","state":"measured"},{"denominator":40,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":40,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-17T06:30:58.91139+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2508.21512/citation-record","integrity":"/paper/2508.21512/integrity","json":"/paper/2508.21512/citation-record.json","paper":"/paper/2508.21512"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T14:21:44.353363Z","title":"online\" 'onlinestring :=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:44.353363Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:bcd22582351b86d7484542a0b69795c290d18d8330c74e452bda2c4859078cb1","observation_id":"a8b756ec-b6ad-40b5-8349-ae3a142897dd","resolution":{"observed_at":"2026-08-05T14:21:44.353363Z","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":"2026-08-05T14:21:44.436930Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:44.436930Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:4822752d07ced04c0be7a4f4cf9a04b26e5516cb2b320b09535ba6e101ca219c","observation_id":"cc4fdeaf-e0b2-418f-9d0c-d2a5245b36b4","resolution":{"observed_at":"2026-08-05T14:21:44.436930Z","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":"2026-08-05T14:21:54.002808Z","title":null,"venue":null,"work_id":"df799547-b504-493a-9efe-11a252734f7e","year":2021},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:44.614753Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:2586b6c070da8927092a30d409843de49ccf484f2d6314e96ba512cab6fbd0e8","observation_id":"6a97d608-2260-423a-aa10-9ca95cc8f201","resolution":{"observed_at":"2026-08-05T14:21:54.098900Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-05T14:21:53.763735Z","title":null,"venue":null,"work_id":"a6261ffa-6dba-426f-a23a-f7d1004df07c","year":2025},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:44.706528Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:c8fe269c19cce60021ff0bab2970d2231fda056afa52dec067df2245a974bbdc","observation_id":"30fa4937-a5bd-41f2-9520-5bd91f77ce01","resolution":{"observed_at":"2026-08-05T14:21:53.888334Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.11018","last_updated":"2024-10-17T17:45:09Z","snapshot_observed_at":"2026-08-16T17:31:25.505220Z","submitted_at":"2024-04-17T02:49:26Z","title":"Many-Shot In-Context Learning","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.11018","snapshot_observed_at":"2026-08-05T14:21:44.814743Z","title":"Zhang, Bernd Bohnet, Luis Rosias, Stephanie Chan, Biao Zhang, Ankesh Anand, Zaheer Abbas, Azade Nova, John D","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:44.814743Z"},"links":{"cited_paper":"/paper/2404.11018","citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:d8e0cd1577652a2b9a1b27e5ae0fc3c8e0e4373c6072bc310f222978e99dc2f4","observation_id":"74fdd147-704d-4168-b5dd-a50f240c3a74","resolution":{"observed_at":"2026-08-05T14:21:44.814743Z","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":"10.18653/v1/2024.nlp4pi-1.4","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":null,"venue":null,"work_id":"bf9ad569-d264-4d8a-8a47-2be0f5c509e4","year":2024},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:44.954750Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:82876a31c13bf05de98fc73858425ce6753b753a624be8f19eb2347811853870","observation_id":"3ed8a828-554c-4148-a066-21045153c2ec","resolution":{"observed_at":"2026-08-05T14:21:49.776155Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2311.07361","last_updated":"2023-12-08T06:30:12Z","snapshot_observed_at":"2026-08-16T14:43:46.841407Z","submitted_at":"2023-11-13T14:26:12Z","title":"The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.07361","snapshot_observed_at":"2026-08-05T14:21:45.043756Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:45.043756Z"},"links":{"cited_paper":"/paper/2311.07361","citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:36e988f88369051970b1bb41944eab815f187ab755f1747c0c432893524facf8","observation_id":"88cbe539-6b39-4166-85bf-8a0d0af8d0e7","resolution":{"observed_at":"2026-08-05T14:21:45.043756Z","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":"2026-08-05T14:21:45.294759Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:45.294759Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:85887413f0d9a46da6acc4aabc0886d57de291ac025f04f64fe20b8b7fef848e","observation_id":"98aeed90-80fc-4c37-8c8a-50f72c55490b","resolution":{"observed_at":"2026-08-05T14:21:45.294759Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.06280","last_updated":"2023-04-22T10:03:23Z","snapshot_observed_at":"2026-08-16T16:24:48.218411Z","submitted_at":"2022-10-12T15:03:28Z","title":"Language Models are Realistic Tabular Data Generators","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.06280","snapshot_observed_at":"2026-08-05T14:21:45.474882Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:45.474882Z"},"links":{"cited_paper":"/paper/2210.06280","citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:58d02b7f8c767618cabe1b69a271a67fdac0da7d98665372bce895f5addf236c","observation_id":"b00bed98-18b0-453d-84be-feae0156aac7","resolution":{"observed_at":"2026-08-05T14:21:45.474882Z","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":"2026-08-05T14:21:45.629371Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:45.629371Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:be9f559b97135cc10d2534b7783bd50e389aed856d7e82267acd3653e0420c17","observation_id":"ffd005a2-b16b-4f48-a83d-ce889a24ce88","resolution":{"observed_at":"2026-08-05T14:21:45.629371Z","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":"2026-08-05T14:21:53.574625Z","title":null,"venue":null,"work_id":"e80cc07a-e18c-449f-93de-2e03e2c5b5c3","year":2022},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:45.804753Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:6d9abb980ffab534728ba1b25e18417cbace68be742f6fb4199905a5d5891055","observation_id":"23881f71-ee58-4d19-852c-0654dc270d79","resolution":{"observed_at":"2026-08-05T14:21:53.658499Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-05T14:21:45.883960Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:45.883960Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:f913a69d33cc3b191660008ad9df7b6c5b3e15a5f59222045c9911451704bc00","observation_id":"d3bd995d-3c48-4d03-bb40-6b366728dd2a","resolution":{"observed_at":"2026-08-05T14:21:45.883960Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.00566","last_updated":"2024-02-18T01:24:17Z","snapshot_observed_at":"2026-08-16T14:56:10.678984Z","submitted_at":"2023-10-01T03:50:34Z","title":"Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.00566","snapshot_observed_at":"2026-08-05T14:21:46.014902Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:46.014902Z"},"links":{"cited_paper":"/paper/2310.00566","citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:65f48965de32205cbbb385f5a7c8b399c52aa12b81c8aeaad2295ec726d99002","observation_id":"bb3372e1-16e7-454e-bd01-0283bb3bfc47","resolution":{"observed_at":"2026-08-05T14:21:46.014902Z","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":"2026-08-05T14:21:46.136871Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:46.136871Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:099cf2935d47c2174cc1cac6784967428f410186792b37f971b3b75f69171553","observation_id":"776bb23c-b132-4c27-bf0e-3cfac00ce812","resolution":{"observed_at":"2026-08-05T14:21:46.136871Z","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":"2026-08-05T14:21:46.304750Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:46.304750Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:d06a207ca53e9c203dbe074e0dce591a2ab0a519522085fb22b1f6467c5b3fc6","observation_id":"478d3fb2-c85b-492a-bb56-91610848875a","resolution":{"observed_at":"2026-08-05T14:21:46.304750Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.08886","last_updated":"2024-10-11T15:01:47Z","snapshot_observed_at":"2026-08-16T13:10:17.722851Z","submitted_at":"2024-10-11T15:01:47Z","title":"Bank Loan Prediction Using Machine Learning Techniques","version":1},"cited_work":{"arxiv_id":"2410.08886","doi":null,"metadata_source":"pith","pith_arxiv_id":"2410.08886","snapshot_observed_at":"2026-08-05T14:21:51.107165Z","title":"Bank Loan Prediction Using Machine Learning Techniques","venue":"cs.LG","work_id":"4656ea05-67cc-419d-969b-a7b1674ee1e0","year":2024},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:46.474850Z"},"links":{"cited_paper":"/paper/2410.08886","citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:f670f3222a7c65431a2f07d276fb72a3e683cac8fca174a876961e2a2f1d2852","observation_id":"abd8126d-2f40-44e7-af29-9a9a24c57ad7","resolution":{"observed_at":"2026-08-05T14:21:51.151432Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-05T14:21:46.614753Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:46.614753Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:f22d8ffd3a97c5bc936b8cb4b0b503fec01ac2700dc3ee891ddd9cf48bbd3e7a","observation_id":"9abdf411-03ff-4e9f-bcb9-70371342b1ba","resolution":{"observed_at":"2026-08-05T14:21:46.614753Z","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":"2026-08-05T14:21:53.332572Z","title":null,"venue":null,"work_id":"a8dbc4e5-9478-4ea1-bc3d-08cbf85476de","year":2023},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:46.725872Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:4fdb9f46732b07f82973cd70d3e64b751f947e5d2be9c188933c1938a6b3a68b","observation_id":"7081f856-fa6a-4a1f-aaa0-f7b58af15101","resolution":{"observed_at":"2026-08-05T14:21:53.387112Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2207.01848","last_updated":"2023-09-16T09:33:32Z","snapshot_observed_at":"2026-08-16T22:29:42.020081Z","submitted_at":"2022-07-05T07:17:43Z","title":"TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2207.01848","snapshot_observed_at":"2026-08-05T14:21:46.795601Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:46.795601Z"},"links":{"cited_paper":"/paper/2207.01848","citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:7e01a207ab60bab0e731cb6461872fd39d699c9e674ddd39f347afddc0b497eb","observation_id":"1d3364ce-f701-4117-be94-62773ca21822","resolution":{"observed_at":"2026-08-05T14:21:46.795601Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.12464","last_updated":"2023-12-21T02:43:26Z","snapshot_observed_at":"2026-08-16T14:33:35.476863Z","submitted_at":"2023-12-18T21:11:17Z","title":"Towards Better Serialization of Tabular Data for Few-shot Classification with Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.12464","snapshot_observed_at":"2026-08-05T14:21:46.901690Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:46.901690Z"},"links":{"cited_paper":"/paper/2312.12464","citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:fb94b73303d4ac210e148eafdb3d643d453ea53846e8c77c9a3433ca2e48985a","observation_id":"b4ad04aa-a2bc-408f-a54d-b826853e392d","resolution":{"observed_at":"2026-08-05T14:21:46.901690Z","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":"2026-08-05T14:21:53.104227Z","title":"Loan approval prediction dataset","venue":null,"work_id":"4c495bc7-31dd-4664-a561-c981b6a3f256","year":2024},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:46.959012Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:8ac3fef6121b8fc5f0e64a4e07aaf857f51c7e17714c088dd8457ee32745092f","observation_id":"2770700c-dc95-486b-aa44-1630c56637eb","resolution":{"observed_at":"2026-08-05T14:21:53.187214Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-05T14:21:52.954744Z","title":null,"venue":null,"work_id":"adbaa372-996f-4579-921e-71a706d80cff","year":2024},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:47.097545Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:b4bd1c800771761d0e783b114088114264215d3adc2d46e4d4a8d15e40f2c092","observation_id":"87c3e3ac-0786-49c9-aca7-7edecbfe997d","resolution":{"observed_at":"2026-08-05T14:21:53.044755Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.18653/v1/2022.finnlp-1.10","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":null,"venue":null,"work_id":"d8bcbae7-6c59-48c9-9d04-ab3d4b2d73d2","year":2022},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:47.221568Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:43c42b6fa35cf9d664785ae4fb380b2a69a943a8c7100549e8670f29915f8311","observation_id":"b435c42d-e1f6-4b3d-be99-7fc1296bf91e","resolution":{"observed_at":"2026-08-05T14:21:49.465069Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2009.07896","last_updated":"2020-09-16T18:57:57Z","snapshot_observed_at":"2026-08-15T10:40:44.880638Z","submitted_at":"2020-09-16T18:57:57Z","title":"Captum: A unified and generic model interpretability library for PyTorch","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2009.07896","snapshot_observed_at":"2026-08-05T14:21:47.334755Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:47.334755Z"},"links":{"cited_paper":"/paper/2009.07896","citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:3fd4de78d52e5be2758db5a44ea97eecfd7ebce46e08eb52f580686352f840de","observation_id":"871338d7-f0db-495b-9b11-5da98b5fe558","resolution":{"observed_at":"2026-08-05T14:21:47.334755Z","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":"2026-08-05T14:21:52.810360Z","title":null,"venue":null,"work_id":"f1ae5376-ff12-4ef3-a82a-0d147f39a6f4","year":2024},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:47.434764Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:1080cd7c6b5d23b2f854752fd6ec1a77cb83235b47ab2dec7a13512acd221b4b","observation_id":"5f417a0e-46df-420e-a3b7-f3ba1a9aec92","resolution":{"observed_at":"2026-08-05T14:21:52.882264Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-05T14:21:47.509375Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:47.509375Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:b0a8013f7c39aa57e206a3a7bc005fa60c21cebebe78ec7d409b6473fee9b559","observation_id":"b4c831c9-1d4d-4187-a476-e21e988145b2","resolution":{"observed_at":"2026-08-05T14:21:47.509375Z","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":"2026-08-05T14:21:52.600048Z","title":null,"venue":null,"work_id":"4254c2dd-e8df-49cd-92f1-767dc78a71a2","year":2022},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:47.593880Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:78630655239cf0d1c42d510cfe2dce6ce7d1799e130655d0da62951626138a77","observation_id":"e459662f-f8af-4769-ab15-dfabe1a17291","resolution":{"observed_at":"2026-08-05T14:21:52.692892Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2503.22454","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T14:21:50.704754Z","title":null,"venue":null,"work_id":"464cf9e0-ae3d-4875-852a-45b6fc15fee0","year":2025},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:47.702755Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:8f405ab9079ccc0fe7fa5bc4a75193a7096e9273a8a9b7884cde52ff9096e9fd","observation_id":"b4872929-50ea-43de-812a-b1a7adf3edd0","resolution":{"observed_at":"2026-08-05T14:21:50.819812Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-05T14:21:52.473481Z","title":null,"venue":null,"work_id":"904fd7db-422b-4091-ae86-2667a381699c","year":2024},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:47.809596Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:1add049d939b188e522179f7ac528df7603d0f033752bd03da76dfa4942c2953","observation_id":"24170715-ce20-4d94-89cd-8402b5e77ffd","resolution":{"observed_at":"2026-08-05T14:21:52.534124Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.06435","last_updated":"2024-10-17T01:10:40Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-07-12T20:01:52Z","title":"A Comprehensive Overview of Large Language Models","version":10},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.06435","snapshot_observed_at":"2026-08-05T14:21:47.869027Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:47.869027Z"},"links":{"cited_paper":"/paper/2307.06435","citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:4db8d158fca5ebe199fc6a57968f4df37da468bf45e7fde33e70529156af0213","observation_id":"08b7ded6-5537-4505-98e3-d4c4eb06cdd4","resolution":{"observed_at":"2026-08-05T14:21:47.869027Z","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":"2026-08-05T14:21:52.303481Z","title":null,"venue":null,"work_id":"dae1d066-66d1-4f47-adba-fedd0c56624f","year":2023},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:47.966600Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:0028ad5618b0a7f4d0955e066ea4f9e7c538ce482afdf0585a6c5cb365a17284","observation_id":"e7c526df-2b27-4da9-b810-efd5bcf06b24","resolution":{"observed_at":"2026-08-05T14:21:52.397537Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-05T14:21:52.074753Z","title":null,"venue":null,"work_id":"9a647bef-0ec9-4822-a58e-6dea49708fb2","year":2018},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:48.092901Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:b7aee5aba60ad60e2659e826afead0dd032d58af4af18f01fdc4e17b3a0a5968","observation_id":"1d3fdd4b-097c-4f41-993a-04ec8f1f6822","resolution":{"observed_at":"2026-08-05T14:21:52.185309Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.10358","last_updated":"2023-10-16T12:51:24Z","snapshot_observed_at":"2026-08-16T14:51:47.218100Z","submitted_at":"2023-10-16T12:51:24Z","title":"Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.10358","snapshot_observed_at":"2026-08-05T14:21:48.226509Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:48.226509Z"},"links":{"cited_paper":"/paper/2310.10358","citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:70fee06ed06182b98d9f4fcdfcdccf520e732e643f0651f1d6252db1ce3ffb0d","observation_id":"bae76b8f-ea0b-4283-a4e4-79b6996b628d","resolution":{"observed_at":"2026-08-05T14:21:48.226509Z","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":"2026-08-05T14:21:51.742627Z","title":"Statlog (german credit data)","venue":null,"work_id":"2709c72c-686d-4eff-9073-2b5df1d2e058","year":2024},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:48.424748Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:8ed682dfb67a44e611a9c06b28120b273d57cbbe5d7f1999d94457b37b2f811c","observation_id":"69ec1224-a704-4843-bfff-138ee7ed82ba","resolution":{"observed_at":"2026-08-05T14:21:51.875505Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-05T14:21:48.584847Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:48.584847Z"},"links":{"citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:1711b5044eb6fce775b474bca6e0093809825fd13b822535bc7959fae5fd730e","observation_id":"105ce595-6460-4cc1-b885-ba21344eeb2f","resolution":{"observed_at":"2026-08-05T14:21:48.584847Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1906.08976","last_updated":"2019-06-21T06:39:11Z","snapshot_observed_at":"2026-08-02T18:12:51.834619Z","submitted_at":"2019-06-21T06:39:11Z","title":"Mitigating Gender Bias in Natural Language Processing: Literature Review","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1906.08976","snapshot_observed_at":"2026-08-05T14:21:48.714769Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:48.714769Z"},"links":{"cited_paper":"/paper/1906.08976","citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:4c3b5d645d5f7ea2f6dd199fad7462d55cc99e7db5d7086db4c4cc1d7ef143fb","observation_id":"fdea4cee-ed55-431d-86fc-19b22b31cc21","resolution":{"observed_at":"2026-08-05T14:21:48.714769Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.08295","last_updated":"2024-04-16T12:52:47Z","snapshot_observed_at":"2026-08-03T03:29:01.959523Z","submitted_at":"2024-03-13T06:59:16Z","title":"Gemma: Open Models Based on Gemini Research and Technology","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.08295","snapshot_observed_at":"2026-08-05T14:21:48.784987Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:48.784987Z"},"links":{"cited_paper":"/paper/2403.08295","citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:82dd00faddf2a68d33b2346d0b5124cc31043022d812155eab0a6e06a2b90cdf","observation_id":"614a992c-3d6d-40f4-a5a1-11fc72ce4e97","resolution":{"observed_at":"2026-08-05T14:21:48.784987Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.09288","last_updated":"2023-07-19T17:08:59Z","snapshot_observed_at":"2026-08-07T12:56:43.323460Z","submitted_at":"2023-07-18T14:31:57Z","title":"Llama 2: Open Foundation and Fine-Tuned Chat Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.09288","snapshot_observed_at":"2026-08-05T14:21:48.934748Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:48.934748Z"},"links":{"cited_paper":"/paper/2307.09288","citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:8e6f26ef4221fb944f5ed86e569d4954f1b2f17536bbb0c5e6ffa4ec49f34932","observation_id":"6f0bbf86-8b72-4521-bd32-9177e216c8a1","resolution":{"observed_at":"2026-08-05T14:21:48.934748Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.05443","last_updated":"2023-06-08T14:20:29Z","snapshot_observed_at":"2026-08-16T15:25:28.218063Z","submitted_at":"2023-06-08T14:20:29Z","title":"PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.05443","snapshot_observed_at":"2026-08-05T14:21:49.069345Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:49.069345Z"},"links":{"cited_paper":"/paper/2306.05443","citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:fd2cbe9588215de6a63e9b002804c5dc9c54895f4e0756a542072ea29850eab9","observation_id":"4d80aa64-9337-4403-b5d1-2868fd15aa45","resolution":{"observed_at":"2026-08-05T14:21:49.069345Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.12976","last_updated":"2024-06-07T13:44:07Z","snapshot_observed_at":"2026-08-16T14:16:58.050618Z","submitted_at":"2024-02-20T12:53:31Z","title":"The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis","version":2},"cited_work":{"arxiv_id":"2402.12976","doi":null,"metadata_source":"pith","pith_arxiv_id":"2402.12976","snapshot_observed_at":"2026-08-05T14:21:49.943728Z","title":"The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis","venue":"cs.CL","work_id":"d0a314c3-c11b-4b88-ba86-40b734221477","year":2024},"citing_paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-05T14:21:49.154843Z"},"links":{"cited_paper":"/paper/2402.12976","citing_paper":"/paper/2508.21512"},"observation_digest":"sha256:8ff447b535f57d9cf51bc25b0b560fdad409211b7ea96ae7c3e75b23f4b7f0cd","observation_id":"073502ab-1297-4d84-822e-867161dd9bca","resolution":{"observed_at":"2026-08-05T14:21:50.054747Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2508.21512","last_updated":"2025-08-29T10:51:41Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-08T23:50:08.737946Z","submitted_at":"2025-08-29T10:51:41Z","title":"Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches"},"reference_resolution":{"displayed":40,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":33,"verified_exact":5,"verified_fuzzy":2},"total_outbound_references":40},"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":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"thesis":"As of 17 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2508.21512."}