{"as_of":"2026-08-20T12:08:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:30e8605de5851c266aea653c00170fe5afacf6ab4d02fca0ada4560387bd03d2","coverage":[{"denominator":41,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":41,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T16:04:58.001132Z","state":"measured"},{"denominator":41,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":41,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-20T06:33:59.587034+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/2508.19006/citation-record","integrity":"/paper/2508.19006/integrity","json":"/paper/2508.19006/citation-record.json","paper":"/paper/2508.19006"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2505.01921","last_updated":"2026-06-11T16:47:43Z","snapshot_observed_at":"2026-08-20T11:32:57.516173Z","submitted_at":"2025-05-03T20:55:40Z","title":"Multilayer Perceptron Neural Network Models in Asset Pricing: An Empirical Study on Large-Cap US Stocks","version":3},"cited_work":{"arxiv_id":"2505.01921","doi":null,"metadata_source":"pith","pith_arxiv_id":"2505.01921","snapshot_observed_at":"2026-08-05T16:04:58.699037Z","title":"Multilayer Perceptron Neural Network Models in Asset Pricing: An Empirical Study on Large-Cap US Stocks","venue":"q-fin.PR","work_id":"7eb9b56e-9f5d-433e-a5c7-3e7fb5769fca","year":2025},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.679505Z"},"links":{"cited_paper":"/paper/2505.01921","citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:d4ccb7b6a9b4926c57b19c1929fbcc2ae78b34ac3451ed4eab69fc0bf43f507a","observation_id":"36ae2295-ff40-4bff-8b12-920311161635","resolution":{"observed_at":"2026-08-05T16:04:58.712071Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:59.618185Z","title":"Review of Financial Studies 33(5), 2223–2273 (2020) https://doi.org/10.1093/ rfs/hhaa009","venue":null,"work_id":"1e2813cf-f474-46c0-95ec-b310a7ce3c9b","year":2020},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.705180Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:fb0bd1b9b0a361b0de71570d7639a394b3a5b4562c38069f2a5234b1d29df1fb","observation_id":"a21bd1a6-47e0-43dd-aee5-b88a48fe685b","resolution":{"observed_at":"2026-08-05T16:04:59.633087Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:59.583557Z","title":"CRC Press, Boca Raton, FL (2020)","venue":null,"work_id":"d7165dbb-7f85-4d7f-abf3-dd1afb9c6b2e","year":2020},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.716227Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:acbbbfc18f63b0c6368dbf13437a4e107ad0cb145d12501436634d46f67679c5","observation_id":"1d1d4799-bcf9-4aba-a126-902376683915","resolution":{"observed_at":"2026-08-05T16:04:59.593472Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:59.549303Z","title":"Centre for Financial Research (CFR), working paper (2020)","venue":null,"work_id":"7e7c425e-3ffc-457b-bab5-eb38a0a5a6bf","year":2020},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.723031Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:21c470beaed895190c275679a4511ad8939136953eddae3b0b39a641971ba874","observation_id":"8f2ff1d5-7ce8-41a4-a41b-4a35228564bc","resolution":{"observed_at":"2026-08-05T16:04:59.557152Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:59.523389Z","title":"Available at SSRN 4999011 (2024)","venue":null,"work_id":"c827d1d5-77b8-40da-bef7-e35dbac44915","year":2024},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.735309Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:842cd153e5199c970235cbde262205ee3e59c6b814b8d31f3b239dbcb95d3e24","observation_id":"2f6072eb-7c7c-4722-b442-ea50bdb155b4","resolution":{"observed_at":"2026-08-05T16:04:59.530647Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:59.484868Z","title":"Cognitive science 14(2), 179–211 (1990)","venue":null,"work_id":"c53275bb-c53b-4259-b554-8186154f877c","year":1990},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.753228Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:3b7407174c0a1bd3c7947fb8c3ee426aa6fa57a7102ea6e2788c387c4cacea50","observation_id":"b2d63252-7856-4102-994e-2573dcb195ee","resolution":{"observed_at":"2026-08-05T16:04:59.493308Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:59.442109Z","title":"nature 323(6088), 533–536 (1986)","venue":null,"work_id":"3c590307-aeb0-4f20-8de6-d7f881012b76","year":1986},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.762462Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:a832dadac1097d7c5cef2d19553b86977c13b47aa3b4f13389eb6f9a2cab4d5d","observation_id":"54e38f62-c5c5-4422-9191-ff5c499dc73d","resolution":{"observed_at":"2026-08-05T16:04:59.451577Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:57.776581Z","title":"Neural computation 9(8), 1735–1780 (1997)","venue":null,"work_id":null,"year":1997},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.776581Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:959d605b3ec8ae85a21e404b7b759189014b6082f335eb25b221afdeb330fbd1","observation_id":"601a9362-2fdc-42f5-95c3-36cb2cbb0304","resolution":{"observed_at":"2026-08-05T16:04:57.776581Z","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":"2026-08-05T16:04:57.785639Z","title":"In: EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, pp","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.785639Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:b7dcf9b9ed987a591d99928724c4fe99e8ba3f6becb63a81066f56368980ce3f","observation_id":"28e1cd59-9e0a-4f02-b45f-029f40f96c75","resolution":{"observed_at":"2026-08-05T16:04:57.785639Z","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":"2026-08-05T16:04:57.792817Z","title":"Advances in neural information processing systems 30 (2017)","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.792817Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:c76dfeb26727d2ecf6f00b9711b77fbebc2fe56a92e593f5aa0caee17e656fb0","observation_id":"fae42adb-6d05-49bf-bb1e-225176aa4b36","resolution":{"observed_at":"2026-08-05T16:04:57.792817Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2004.05150","last_updated":"2020-12-02T17:52:35Z","snapshot_observed_at":"2026-07-31T17:17:17.205582Z","submitted_at":"2020-04-10T17:54:09Z","title":"Longformer: The Long-Document Transformer","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2004.05150","snapshot_observed_at":"2026-08-05T16:04:57.798619Z","title":"arXiv preprint arXiv:2004.05150 (2020)","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.798619Z"},"links":{"cited_paper":"/paper/2004.05150","citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:b27ea81fd3e8694d91bfb6126195616b5f8e42d3453cf76274d4bc3665083811","observation_id":"579b824d-0cdb-457f-90af-94af80a26b93","resolution":{"observed_at":"2026-08-05T16:04:57.798619Z","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":"2026-08-05T16:04:59.362475Z","title":"Technical report, National Bureau of Economic Research (2025)","venue":null,"work_id":"6dfdcb10-d5fb-4c49-8ab5-97c135f7e7a4","year":2025},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.805888Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:70b627d5c7d8f1c1ffa70dc1b53f7d8463045809d8542fc47bc790571df71c82","observation_id":"71faedc9-5c27-40d0-bc26-a80bbb762735","resolution":{"observed_at":"2026-08-05T16:04:59.368060Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:59.332602Z","title":"Journal of Financial Economics 33(1), 3–56 (1993) https://doi.org/10","venue":null,"work_id":"2e41f0b0-be27-46d4-a863-df777f5f9395","year":1993},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.811846Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:d016c9a71601e96fdebc87ed35420ea49b8cc80dd5574773a8183f6d663744cc","observation_id":"0510b4ec-e9fd-4108-a796-4d22bf5bf05a","resolution":{"observed_at":"2026-08-05T16:04:59.340605Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:57.818870Z","title":"Journal of Finance 52(1), 57–82 (1997) https://doi.org/10.1111/j.1540-6261.1997.tb03808.x","venue":null,"work_id":null,"year":1997},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.818870Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:c915bf76c4ff1989029c58308a5e4386d3574c5fe381fa7b508d154ceccdc7f1","observation_id":"73d8ccc9-c604-4d39-80b2-d87909572a87","resolution":{"observed_at":"2026-08-05T16:04:57.818870Z","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":"2026-08-05T16:04:57.825977Z","title":"Journal of Financial Economics 116(1), 1–22 (2015) https://doi.org/10.1016/j.jfineco.2014.10.010","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.825977Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:1933b1c722891b7606768e0bdd6fe9ca60b9f71021f62f7edcd2d6236a3701b3","observation_id":"48d0dd6b-ce69-4e72-aa05-71bf2c13ca30","resolution":{"observed_at":"2026-08-05T16:04:57.825977Z","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":"2026-08-05T16:04:57.835564Z","title":"Review of Financial Studies 28(3), 650–705 (2015) https://doi.org/10.1093/rfs/ hhu068","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.835564Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:c77d90a8e44d0ae8030b38f426f169bbc667b555ae5a66da7362e3e362fe7357","observation_id":"ab189f62-4a60-43a3-9844-cfc003f4c421","resolution":{"observed_at":"2026-08-05T16:04:57.835564Z","resolver_source":null,"status":"malformed_identifier"},"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":"2026-08-05T16:04:59.305131Z","title":"Available at SSRN 3341728 (2019)","venue":null,"work_id":"d6bf2691-7142-4639-9cbd-28de44e76e6e","year":2019},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.845082Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:b4458a0eebf2db9d0d7b422482e0e67e8fb185fe01a57012fa218ee9541e83a1","observation_id":"2d372edf-85c6-4967-9fa5-b7ce441a703a","resolution":{"observed_at":"2026-08-05T16:04:59.317998Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:59.279803Z","title":"International Journal of Data Science and Analytics 12(2), 175–183 (2021) https://doi.org/10","venue":null,"work_id":"955d4525-de09-4773-9de1-dfad982e9842","year":2021},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.853665Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:81e315242de17fdc027ab8eb848390831568672585cac2e04b926a8c4686dd05","observation_id":"678d2a2f-5453-48a1-884d-3fb2bf996c68","resolution":{"observed_at":"2026-08-05T16:04:59.286348Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:59.244388Z","title":"Journal of Econometrics 222(1), 429–450 (2021)","venue":null,"work_id":"7cc0b6bf-4e03-4979-8843-3d3f09f7e390","year":2021},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.859427Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:999dc84810feeff135c41858c40b9f68fbd744b104ba2b063d2daf257d1fae82","observation_id":"a0580869-ec1b-49b9-b608-6289e97db2ce","resolution":{"observed_at":"2026-08-05T16:04:59.256691Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:59.213774Z","title":"Available at SSRN 3450322 (2021)","venue":null,"work_id":"a2ea99ed-3ca2-4acb-a9e5-8b4222c737dd","year":2021},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.865026Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:51412aeb954e9615289cf62c686f294797a33eba9c7f42da5cf6c55482e54b29","observation_id":"935bad30-d980-48b6-9bec-da0ca2cffeb2","resolution":{"observed_at":"2026-08-05T16:04:59.221628Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:57.870753Z","title":"Management Science 70(2), 714–750 (2024) https://doi.org/10.1287/mnsc.2023.4695","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.870753Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:111da457ece8aa80f07a4265bc645c76900373b2b6ed843f38a9f96edb8fab15","observation_id":"f0ea2505-2b21-4f92-96d9-91ad641a52b8","resolution":{"observed_at":"2026-08-05T16:04:57.870753Z","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":"2026-08-05T16:04:57.875995Z","title":"Journal of Financial Economics 134(3), 501–524 (2019) https: //doi.org/10.1016/j.jfineco.2019.05.001","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.875995Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:11ca3f6db26d05f3e67c001aa10d8701f4381cdf418594c1ac676b1c570643d4","observation_id":"a9c471f6-936c-4284-8908-5f9a0a18607d","resolution":{"observed_at":"2026-08-05T16:04:57.875995Z","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":"2026-08-05T16:04:57.882266Z","title":"Journal of Economic Surveys (2022) https://doi.org/10.1111/joes.12532","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.882266Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:2396c5080d8cdaeb8b66258a87b7fd2103715f699a385153c77d8f955d452f67","observation_id":"54c807d1-5a14-4d85-82cc-70319ab1b4f5","resolution":{"observed_at":"2026-08-05T16:04:57.882266Z","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":"2026-08-05T16:04:59.180115Z","title":"Advances in neural information processing systems 27 (2014)","venue":null,"work_id":"a2f7148a-9fe8-43d8-a487-b516ba6fabbc","year":2014},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.889709Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:50997024a5feb05eaafb2d92972e53cd661decdf0e6077c025e02ec57175c807","observation_id":"ce50cde9-5a26-4133-befc-385a8a343341","resolution":{"observed_at":"2026-08-05T16:04:59.186294Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2023.10287","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T16:04:58.366512Z","title":"International Review of Financial Analysis 90 (2023) https://doi.org/10.1016/j.irfa.2023.102876","venue":null,"work_id":"870cc032-14f7-48b2-ab5f-ef3edf50680e","year":2023},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.896325Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:d6fe96682c019035a46afe2c230ebd7db24c9427075801bdea04921493ed2501","observation_id":"26c082d2-9ec2-4fed-8124-eb022fdbb10e","resolution":{"observed_at":"2026-08-05T16:04:58.379261Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2209.12014","last_updated":"2022-09-24T14:18:07Z","snapshot_observed_at":"2026-08-16T16:30:10.036975Z","submitted_at":"2022-09-24T14:18:07Z","title":"Asset Pricing and Deep Learning","version":1},"cited_work":{"arxiv_id":"2209.12014","doi":null,"metadata_source":"pith","pith_arxiv_id":"2209.12014","snapshot_observed_at":"2026-08-05T16:04:58.245635Z","title":"Asset Pricing and Deep Learning","venue":"q-fin.ST","work_id":"62229b92-5d7e-42a9-b996-f6efe9f297a4","year":2022},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.902301Z"},"links":{"cited_paper":"/paper/2209.12014","citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:9513854c0ff976d563440b53a6d2cfdff921249e1e2255c45fa1075401418b56","observation_id":"b3d9c6f3-b381-4696-814c-864207efce33","resolution":{"observed_at":"2026-08-05T16:04:58.253719Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2108.08999","last_updated":"2021-08-20T04:40:55Z","snapshot_observed_at":"2026-08-20T11:32:05.932964Z","submitted_at":"2021-08-20T04:40:55Z","title":"Deep Sequence Modeling: Development and Applications in Asset Pricing","version":1},"cited_work":{"arxiv_id":"2108.08999","doi":null,"metadata_source":"pith","pith_arxiv_id":"2108.08999","snapshot_observed_at":"2026-08-05T16:04:58.204110Z","title":"Deep Sequence Modeling: Development and Applications in Asset Pricing","venue":"cs.LG","work_id":"f0d3a868-a2b1-4a49-aa44-d34abc189c1b","year":2021},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.908274Z"},"links":{"cited_paper":"/paper/2108.08999","citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:e0afa49cd4f0f6e38a278c9b3ca7445e7067c1683a146edde1ed2caf86f3b9ac","observation_id":"4f414a00-3037-43c1-91bc-548736d99fa1","resolution":{"observed_at":"2026-08-05T16:04:58.216741Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:59.159538Z","title":"Available at SSRN 3971876 (2021)","venue":null,"work_id":"c44bd3e8-791f-4dde-bf22-91a8b6bb97f5","year":2021},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.914988Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:9f4b42c10a55d49aa424d03c8ce3ca264aa803e6115892b1ad9c5c5f1ff5bf5d","observation_id":"1122a11c-0388-4085-82d0-1634f4cd6f39","resolution":{"observed_at":"2026-08-05T16:04:59.166721Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:59.122834Z","title":"In: 3rd International Conference on Learning Representations, ICLR 2015 - Conference Track Proceedings, pp","venue":null,"work_id":"9618c11b-c93f-4f3b-9a1d-3df50b1086d9","year":2015},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.920263Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:74113b4aea85d46e11011c1d66874561f9fc15ee78ee6b602a8dd77a0b6de4f5","observation_id":"4ec65aa3-b719-40a1-83e1-44291c249c1d","resolution":{"observed_at":"2026-08-05T16:04:59.131559Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1508.04025","last_updated":"2015-09-20T08:25:52Z","snapshot_observed_at":"2026-08-17T15:11:45.779750Z","submitted_at":"2015-08-17T13:43:19Z","title":"Effective Approaches to Attention-based Neural Machine Translation","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1508.04025","snapshot_observed_at":"2026-08-05T16:04:57.925649Z","title":"arXiv preprint arXiv:1508.04025 (2015)","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.925649Z"},"links":{"cited_paper":"/paper/1508.04025","citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:0c12da19c198a9c892d58ebf7d63e45ceb3d368619ad27d791a95c3d6291f6f0","observation_id":"6cea9754-9777-4a17-a489-63b16146b32b","resolution":{"observed_at":"2026-08-05T16:04:57.925649Z","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":"2026-08-05T16:04:59.073712Z","title":"In: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, pp","venue":null,"work_id":"facceecc-284c-41d2-9d5c-e55db9c38cb7","year":2017},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.932639Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:6d85bc456093c03f56c8898d9e3c2540d754ef6aa44555d6dd22e06636676565","observation_id":"ab5ed80b-ea5c-49a2-ae0a-970f319acdb2","resolution":{"observed_at":"2026-08-05T16:04:59.082761Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:59.037855Z","title":"Indonesian Journal of Electrical Engineering and Computer Science 24(3), 1759–1771 (2021)","venue":null,"work_id":"bef2b108-1a72-4adf-b5ba-a292ec97622e","year":2021},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.938547Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:040092fe3e1c357514305a3a0c63cd1027de5c3661c73cca641b9166f53ae194","observation_id":"97ad3ac5-bfce-4563-bc97-84085891bcb7","resolution":{"observed_at":"2026-08-05T16:04:59.052713Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:58.999055Z","title":"PloS one12(7), 0180944 (2017)","venue":null,"work_id":"505b3840-d568-4574-ab55-ef69e13b0cf8","year":2017},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.944490Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:52fd298739e305c545d7862ef31222d5621132c65eebb32cdd2511a5ff9b53e3","observation_id":"091057bc-f242-4644-a0df-6f3ec7b1f55a","resolution":{"observed_at":"2026-08-05T16:04:59.010827Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.01866","last_updated":"2024-06-18T11:33:36Z","snapshot_observed_at":"2026-08-19T02:45:20.567023Z","submitted_at":"2024-04-02T11:44:37Z","title":"Supervised Autoencoder MLP for Financial Time Series Forecasting","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.01866","snapshot_observed_at":"2026-08-05T16:04:57.953549Z","title":"arXiv preprint arXiv:2404.01866 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.953549Z"},"links":{"cited_paper":"/paper/2404.01866","citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:87b1f208ea4f8b87ed11148fdd0a3fcc946a323a470a46ef2f1ff685ccc23b8c","observation_id":"435bc381-d390-417c-8f93-6c9d34856e6c","resolution":{"observed_at":"2026-08-05T16:04:57.953549Z","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":"2026-08-05T16:04:58.965743Z","title":"Applied Stochastic Models in Business and Industry 33(1), 3–12 (2017)","venue":null,"work_id":"f47b9d36-b7cd-46fa-b8da-bd88b474ec26","year":2017},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.963126Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:5b155d6157e4a52235e696fb861659429b3fe2588fae8b6f9c4146abf152c6fb","observation_id":"6c791a03-4c92-4a18-991a-2035acfa9bf1","resolution":{"observed_at":"2026-08-05T16:04:58.973050Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:58.916333Z","title":"IEEE transactions on neural networks 5(2), 157–166 (1994)","venue":null,"work_id":"a70df8eb-0ce4-4178-b0d4-c95ee57cb6c1","year":1994},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.969649Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:3c90aff4c3bda3ae7c7b3f72d507f00fcf792d537b93d7b2a0af12e8a37ee276","observation_id":"d8d34b13-590a-4cd6-bf72-095621715783","resolution":{"observed_at":"2026-08-05T16:04:58.928640Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:58.880749Z","title":"Neural computation 12(10), 2451–2471 (2000)","venue":null,"work_id":"c2a27996-3f94-426b-b896-08e0bc2d7277","year":2000},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.976341Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:e7784b28c8fa6cadf6266034cb3145a1c5b58dd1ab27a56a6de38606cd0b397a","observation_id":"15ebaf9d-89ed-456e-bc5d-221e3c46850f","resolution":{"observed_at":"2026-08-05T16:04:58.890958Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:58.850979Z","title":"In: International Conference on Machine Learning, pp","venue":null,"work_id":"0e4ca618-ec79-4bb3-849b-8c5c3518d559","year":2015},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.981754Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:2ecfc9053ac54e40cc834b757f27f6063903ce8b4bf19bc148ab4daf094be00c","observation_id":"9e15962f-0faa-429a-b048-83d55c729b5c","resolution":{"observed_at":"2026-08-05T16:04:58.860539Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:58.817649Z","title":"In: International Conference on Frontiers of Intelligent Computing: Theory and Applications, pp","venue":null,"work_id":"d9d6cc86-51e8-4781-9d90-4a5ed7ff0d68","year":2022},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.988541Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:9005dbd7f657f2d392330d73a88e5c8d5245b76244eb70ed842c6cf638d64328","observation_id":"60a48d93-0681-4998-be48-336379712194","resolution":{"observed_at":"2026-08-05T16:04:58.827270Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:58.762933Z","title":"International Scientific and Practical Conference in Control Engineering and Decision Making, pp","venue":null,"work_id":"f1b0e6ee-f9c6-4790-a448-b1bd6c08803c","year":2020},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:57.995066Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:cddc98efd7af492e8f38c26e4dc8a3cf0432f05eff02c67495557d457cce1610","observation_id":"a9aa1463-fe6e-4c13-aea3-f1940ebb416c","resolution":{"observed_at":"2026-08-05T16:04:58.776539Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-05T16:04:58.730081Z","title":null,"venue":null,"work_id":"6fb9b2cf-a6ed-4ae1-883f-6d9f3125dbdb","year":1995},"citing_paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models","version":2},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-05T16:04:58.001132Z"},"links":{"citing_paper":"/paper/2508.19006"},"observation_digest":"sha256:93d35e8252cf453681f8ed8c4d1dd1a31f94fafd75eb612f8380e13c589b75e6","observation_id":"0fc7d7b5-8ea1-4777-b4a1-592efc5f15bc","resolution":{"observed_at":"2026-08-05T16:04:58.739732Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2508.19006","last_updated":"2026-06-03T20:01:04Z","latest_version":2,"primary_category":"q-fin.PR","snapshot_observed_at":"2026-08-17T23:33:01.799677Z","submitted_at":"2025-08-26T13:04:28Z","title":"Is attention truly all we need? An empirical study of asset pricing in pretrained RNN sparse and global attention models"},"reference_resolution":{"displayed":41,"state_counts":{"malformed_identifier":2,"metadata_mismatch":4,"parse_uncertain":0,"unresolved":12,"verified_exact":0,"verified_fuzzy":23},"total_outbound_references":41},"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":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"thesis":"As of 20 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2508.19006."}