{"as_of":"2026-08-09T10:49:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:95685d8a622381400197f8024da018863a0a9c9c12a5d57f5d677d0fc002b706","coverage":[{"denominator":56,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":56,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T00:25:19.545945Z","state":"measured"},{"denominator":56,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":56,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+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/2608.04421/citation-record","integrity":"/paper/2608.04421/integrity","json":"/paper/2608.04421/citation-record.json","paper":"/paper/2608.04421"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:25:20.474418Z","title":null,"venue":null,"work_id":"e19e35f6-e52d-4a5c-85d9-7e899665e376","year":2022},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:18.444280Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:5df2759a688f79cd5ae4792fda6e63fd0d6e70f99f8f5b93fe981fd7a72d2a21","observation_id":"89c205aa-534d-40a0-abc0-544ab30f9b3e","resolution":{"observed_at":"2026-08-07T00:25:20.479934Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T00:25:20.458628Z","title":null,"venue":null,"work_id":"18fa73b2-2320-49d4-8e49-2f82082cf263","year":2022},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:18.524193Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:80250e08ecafdf3bd705bfff873a7324bbd22efb0a942d7d9a068a6972da1864","observation_id":"2a3c6621-71d1-4da9-b90e-d032b251c48d","resolution":{"observed_at":"2026-08-07T00:25:20.463335Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1803.01271","last_updated":"2018-04-19T14:32:38Z","snapshot_observed_at":"2026-07-06T06:26:27.965096Z","submitted_at":"2018-03-04T00:20:29Z","title":"An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1803.01271","snapshot_observed_at":"2026-08-07T00:25:18.678460Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:18.678460Z"},"links":{"cited_paper":"/paper/1803.01271","citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:98cb99c61d3a5dd8848aa7c493d0f3cab11f9c97c8b88cf35685bf0353077f81","observation_id":"01732180-46af-4ea2-b97d-91e826480703","resolution":{"observed_at":"2026-08-07T00:25:18.678460Z","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":"2026-08-07T00:25:18.837041Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:18.837041Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:cf169f00ffd39ae5d4e1cd64d56c34ec2351d64e9a4879bb15521c27f40fe8fa","observation_id":"4b1ff886-4eda-4b3b-a754-0b3183882bf7","resolution":{"observed_at":"2026-08-07T00:25:18.837041Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2207.07790","last_updated":"2022-07-16T00:10:12Z","snapshot_observed_at":"2026-08-06T07:21:57.870762Z","submitted_at":"2022-07-16T00:10:12Z","title":"BCRLSP: An Offline Reinforcement Learning Framework for Sequential Targeted Promotion","version":1},"cited_work":{"arxiv_id":"2207.07790","doi":null,"metadata_source":"pith","pith_arxiv_id":"2207.07790","snapshot_observed_at":"2026-08-07T00:25:19.922270Z","title":"BCRLSP: An Offline Reinforcement Learning Framework for Sequential Targeted Promotion","venue":"cs.LG","work_id":"12f80ea7-f3f4-440c-87cf-04c981026506","year":2022},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.003572Z"},"links":{"cited_paper":"/paper/2207.07790","citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:63a3e5ccb2ae6847836673174bd9787aab42417778168e4e0f1de9a62885c7a7","observation_id":"7ae02476-4647-4655-a590-1d581dfb4818","resolution":{"observed_at":"2026-08-07T00:25:19.927134Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T00:25:19.163177Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.163177Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:1f552d604d10949998fbf87ab68fae29a651513becb98699b10fc5363f08aa9b","observation_id":"1d85cc97-690b-4f92-b0a6-710d75a1a4b1","resolution":{"observed_at":"2026-08-07T00:25:19.163177Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.18965","last_updated":"2025-02-26T09:25:10Z","snapshot_observed_at":"2026-07-06T20:42:55.911327Z","submitted_at":"2025-02-26T09:25:10Z","title":"OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.18965","snapshot_observed_at":"2026-08-07T00:25:19.170773Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.170773Z"},"links":{"cited_paper":"/paper/2502.18965","citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:14ba110e7fde981b276ac06b53277c7e7879bbb4d00e2573d5d17654b1f96250","observation_id":"52515b9c-a533-463d-a7a5-065b67f58d0f","resolution":{"observed_at":"2026-08-07T00:25:19.170773Z","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":"2026-08-07T00:25:19.248444Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.248444Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:a975697f797c3d89ee5f4d9f407efdb5f0fba794f6e457882efcc2316257ea60","observation_id":"05aba46a-7061-4d35-9e6e-38f9eb6511fd","resolution":{"observed_at":"2026-08-07T00:25:19.248444Z","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":"2026-08-07T00:25:19.334999Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.334999Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:40e842db722398177ef17981817ea1dc096d33818617230c2b02aa9a6f2649b4","observation_id":"87364c22-f810-49b5-b633-040fdb8ca1de","resolution":{"observed_at":"2026-08-07T00:25:19.334999Z","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":"2026-08-07T00:25:20.387694Z","title":null,"venue":null,"work_id":"bb36368f-5f24-4166-b568-08e47a27379c","year":2020},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.339816Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:c53735b5e4b05831e44a198a7625f48f14264898ec0735258f7def9287294b45","observation_id":"a9c21950-92c0-49b3-acb7-1438590772b1","resolution":{"observed_at":"2026-08-07T00:25:20.392198Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.06913","last_updated":"2025-06-07T20:24:05Z","snapshot_observed_at":"2026-08-09T06:46:13.374636Z","submitted_at":"2025-06-07T20:24:05Z","title":"OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.06913","snapshot_observed_at":"2026-08-07T00:25:19.344561Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.344561Z"},"links":{"cited_paper":"/paper/2506.06913","citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:cc65bc5d6b7d89f873c7358080421ecf77ef4704178ddb0bf7cbae5d7678d056","observation_id":"813bf57a-a981-4cfe-8173-c94b262d1e35","resolution":{"observed_at":"2026-08-07T00:25:19.344561Z","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":"2026-08-07T00:25:20.373543Z","title":null,"venue":null,"work_id":"0abb6759-40ca-438e-8bcc-d433716eaa0a","year":2025},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.349802Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:5dbf37a8f52e6ef3d5b277735f8b27a8583ee47f6a238277cb24d716b0e44962","observation_id":"25037740-20e2-4f0b-b2b5-cf3755d91df4","resolution":{"observed_at":"2026-08-07T00:25:20.378101Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T00:25:20.356512Z","title":null,"venue":null,"work_id":"88cbc817-1845-4e48-b09e-b98000774a7a","year":2002},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.358937Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:d052fb226cd00f582c915706b54d1fe84ae400e702474f9cafc4dba79316a3aa","observation_id":"7b7389fb-ea9b-4134-94e8-efc717943ca7","resolution":{"observed_at":"2026-08-07T00:25:20.361481Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T00:25:20.339270Z","title":null,"venue":null,"work_id":"c8bdc1fd-39dc-463e-93a2-f9282db82734","year":2015},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.363440Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:5ef9fe4409279ed67894a41279bf161d1d8f0229f1df49d135de1213cc3b96e2","observation_id":"3fab1a40-f7bf-4e65-8059-b7d20e10a7a3","resolution":{"observed_at":"2026-08-07T00:25:20.344087Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2105.02584","last_updated":"2021-05-06T11:15:16Z","snapshot_observed_at":"2026-07-06T11:06:51.715697Z","submitted_at":"2021-05-06T11:15:16Z","title":"TABBIE: Pretrained Representations of Tabular Data","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2105.02584","snapshot_observed_at":"2026-08-07T00:25:19.368696Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.368696Z"},"links":{"cited_paper":"/paper/2105.02584","citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:7ae72a028add81d2db2a9b890c2c2be6f9e67575e21e43844af2630a4bc1b2e5","observation_id":"38494691-2223-4a0c-9007-610cfbe2dde5","resolution":{"observed_at":"2026-08-07T00:25:19.368696Z","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":"2026-08-07T00:25:20.323131Z","title":null,"venue":null,"work_id":"2a29f8f5-f77b-4343-b0c3-05c5c07dc052","year":2022},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.373549Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:4153c1a2ddf5d7aa3e53b90683067b1056a4895034e6ca2b3b32f31fd0141b44","observation_id":"114d1e68-3470-4a33-aa7a-cb73a412e468","resolution":{"observed_at":"2026-08-07T00:25:20.327885Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2109.03137","last_updated":"2021-10-13T00:46:10Z","snapshot_observed_at":"2026-07-06T11:45:18.755450Z","submitted_at":"2021-09-07T15:06:12Z","title":"NumGPT: Improving Numeracy Ability of Generative Pre-trained Models","version":2},"cited_work":{"arxiv_id":"2109.03137","doi":null,"metadata_source":"pith","pith_arxiv_id":"2109.03137","snapshot_observed_at":"2026-08-07T00:25:19.849309Z","title":"NumGPT: Improving Numeracy Ability of Generative Pre-trained Models","venue":"cs.CL","work_id":"545763dc-81e4-4283-b3de-18582ac39aa2","year":2021},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.377922Z"},"links":{"cited_paper":"/paper/2109.03137","citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:c6a42e46717ead286bf2db32858fb794356ff1aa7454a676f9415e5f1213b305","observation_id":"2ea6a845-7749-4ff6-ba56-3d7d4c5c3b66","resolution":{"observed_at":"2026-08-07T00:25:19.854077Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2109.08331","last_updated":"2021-09-17T02:56:10Z","snapshot_observed_at":"2026-08-02T17:32:06.550175Z","submitted_at":"2021-09-17T02:56:10Z","title":"Accelerating Offline Reinforcement Learning Application in Real-Time Bidding and Recommendation: Potential Use of Simulation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2109.08331","snapshot_observed_at":"2026-08-07T00:25:19.383182Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.383182Z"},"links":{"cited_paper":"/paper/2109.08331","citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:8b34bd9f75378a603c6f15f738fbe101bc03cb0cf3ebc5524442f877dbb03a92","observation_id":"8fc568dd-179b-4c51-a520-c756fc833e6b","resolution":{"observed_at":"2026-08-07T00:25:19.383182Z","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":"2026-08-07T00:25:20.307032Z","title":null,"venue":null,"work_id":"63ee716b-b3c0-4c8a-96ea-ed8a4db2ed2b","year":2024},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.387617Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:117635e62591cef5213bc7465846f5fe1960c0c53b71964e6948a57f395d46ca","observation_id":"25c8b633-cda7-4f16-9e8b-6ad339ad2e8d","resolution":{"observed_at":"2026-08-07T00:25:20.311819Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2110.06169","last_updated":"2021-10-12T17:05:05Z","snapshot_observed_at":"2026-08-06T15:42:21.967989Z","submitted_at":"2021-10-12T17:05:05Z","title":"Offline Reinforcement Learning with Implicit Q-Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2110.06169","snapshot_observed_at":"2026-08-07T00:25:19.391549Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.391549Z"},"links":{"cited_paper":"/paper/2110.06169","citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:18b1f316203057c8fc770af87db697e0b1070259944f72880f4d74a0edbaa659","observation_id":"1f150a55-0f58-4585-82bd-dae6f21bf373","resolution":{"observed_at":"2026-08-07T00:25:19.391549Z","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":"2026-08-07T00:25:20.292239Z","title":null,"venue":null,"work_id":"c66836d0-a8da-42da-969c-8a739096dd31","year":2024},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.395817Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:e212bd733ee9db1c18fdbfea7bbcf6f8b45897e5c2c2f6c220c453196b1bc9aa","observation_id":"316a33cc-2eae-4de9-bdb0-60db4f718d79","resolution":{"observed_at":"2026-08-07T00:25:20.296443Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2301.03044","last_updated":"2023-09-20T21:12:31Z","snapshot_observed_at":"2026-08-07T16:34:17.924513Z","submitted_at":"2023-01-08T14:04:26Z","title":"A Survey on Transformers in Reinforcement Learning","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2301.03044","snapshot_observed_at":"2026-08-07T00:25:19.399786Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.399786Z"},"links":{"cited_paper":"/paper/2301.03044","citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:30e8b64c1a37e62cb9da490ca478c8ab61ec7fd8bdc0642d162451c670bf0489","observation_id":"ab759545-ffc9-4d43-b671-a9df39d227d7","resolution":{"observed_at":"2026-08-07T00:25:19.399786Z","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":"2026-08-07T00:25:20.277190Z","title":null,"venue":null,"work_id":"ee856356-283a-4454-9e03-039fd6de2ea9","year":2023},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.404004Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:9f2903614877b7ef3d5bec4fb17735042fa735a3530492ea1d1820ed164405b5","observation_id":"c2dedaa4-9d53-4763-9b2b-45163a4796d3","resolution":{"observed_at":"2026-08-07T00:25:20.281720Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T00:25:19.408269Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.408269Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:eca3796b6c6bbc09e57d617a8f8d79a57e5c670b2b08e57563f8d396eeb665ac","observation_id":"f92a540e-c230-4a68-b207-28afc8a920c9","resolution":{"observed_at":"2026-08-07T00:25:19.408269Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.05591","last_updated":"2025-01-09T21:53:03Z","snapshot_observed_at":"2026-07-06T20:18:58.432111Z","submitted_at":"2025-01-09T21:53:03Z","title":"Session-Level Dynamic Ad Load Optimization using Offline Robust Reinforcement Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.05591","snapshot_observed_at":"2026-08-07T00:25:19.412691Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.412691Z"},"links":{"cited_paper":"/paper/2501.05591","citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:6cb2ff20d1a707cf68b9aa265e38f5fe0caa23e0215f577d8b6ef438ccdaf029","observation_id":"85988e6d-13d4-4e44-8e1c-e2dd507a199b","resolution":{"observed_at":"2026-08-07T00:25:19.412691Z","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":"2026-08-07T00:25:20.250296Z","title":null,"venue":null,"work_id":"92d7d906-d4dc-442f-846b-bb2ea0742e75","year":2023},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.418091Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:30efc00e4f26bb650108a69c0af1a09a019ff5565ebd5adf0973294eb7dc07e0","observation_id":"e5954cc3-0235-48da-93b5-56f3118a73fd","resolution":{"observed_at":"2026-08-07T00:25:20.255354Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.20211","last_updated":"2025-04-12T13:16:19Z","snapshot_observed_at":"2026-08-05T19:38:53.163684Z","submitted_at":"2024-12-28T16:48:55Z","title":"Generative Regression Based Watch Time Prediction for Short-Video Recommendation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.20211","snapshot_observed_at":"2026-08-07T00:25:19.422391Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.422391Z"},"links":{"cited_paper":"/paper/2412.20211","citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:ebdebd433cca0c6b5f723eaad641e96ae16368c97ddcb54ffed432c701ce17ad","observation_id":"51239714-0a98-4bc2-8b3f-b370a88f25a9","resolution":{"observed_at":"2026-08-07T00:25:19.422391Z","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":"2026-08-07T00:25:19.426841Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.426841Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:7ea88f556c7690dfae87b37027cd2e74c67a12f8e04f148a686281abe69a3b05","observation_id":"f1926a53-1162-4218-8314-5ef18155be71","resolution":{"observed_at":"2026-08-07T00:25:19.426841Z","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":"2026-08-07T00:25:20.224476Z","title":null,"venue":null,"work_id":"c0cc7202-128c-4ad9-b744-8b694edcc3dc","year":2019},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.430998Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:f3562d0dd992e658a53eeb6ad0307f14370c4e68b9795092cc14ae0418ea72d7","observation_id":"61b22a17-1f76-4fb0-9734-767003c7739c","resolution":{"observed_at":"2026-08-07T00:25:20.229347Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T00:25:19.435380Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.435380Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:c3681d7149efb257a2262012adc58ee95b01637ef318b33d5188017f0111ba6c","observation_id":"f40f3f42-07d1-4fac-9183-81eb74e04065","resolution":{"observed_at":"2026-08-07T00:25:19.435380Z","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":"2026-08-07T00:25:19.439907Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.439907Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:7092470046fd3ee313808abd677e0f49fcee7f9ec9b2192246b2d6be2e588d80","observation_id":"1efad25d-793f-4bba-a231-1f61d4e12f27","resolution":{"observed_at":"2026-08-07T00:25:19.439907Z","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":"2026-08-07T00:25:19.448723Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.448723Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:c5f00a308376826adc4d36f1871844232d5a2c3bc14fb22554e002a16fee90a3","observation_id":"08cfda64-8295-44e8-96cb-8d7b1083a1bb","resolution":{"observed_at":"2026-08-07T00:25:19.448723Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03300","last_updated":"2024-04-27T15:25:53Z","snapshot_observed_at":"2026-08-06T14:58:42.911363Z","submitted_at":"2024-02-05T18:55:32Z","title":"DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.03300","snapshot_observed_at":"2026-08-07T00:25:19.457779Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.457779Z"},"links":{"cited_paper":"/paper/2402.03300","citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:79a5d27b0259bbd92c94bf574d75fc473489eaf3de1061ee03338e31aeb218d1","observation_id":"1e1002d0-fee3-42ed-8869-43f08702498b","resolution":{"observed_at":"2026-08-07T00:25:19.457779Z","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":"2026-08-07T00:25:19.462202Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.462202Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:d2de4dce6518e8b617312c58cc3312033750c45b6cb7a8fe09e151c7bfa9c459","observation_id":"1201809c-eb1b-42f1-9db1-d5af2de3657d","resolution":{"observed_at":"2026-08-07T00:25:19.462202Z","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":"2026-08-07T00:25:20.156584Z","title":null,"venue":null,"work_id":"5afd42c1-2ced-4c19-bd6b-4aeda3943278","year":2015},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.466273Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:421cde25c2845968c71dba351503bcc94c0a6da0984a6b2311882b2bb2530793","observation_id":"077e3677-b23c-4a70-a245-f3621b19cda3","resolution":{"observed_at":"2026-08-07T00:25:20.161263Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1909.07940","last_updated":"2019-09-18T04:08:27Z","snapshot_observed_at":"2026-08-05T09:40:51.942557Z","submitted_at":"2019-09-17T17:24:37Z","title":"Do NLP Models Know Numbers? Probing Numeracy in Embeddings","version":2},"cited_work":{"arxiv_id":"1909.07940","doi":null,"metadata_source":"pith","pith_arxiv_id":"1909.07940","snapshot_observed_at":"2026-08-07T00:25:19.717241Z","title":"Do NLP Models Know Numbers? Probing Numeracy in Embeddings","venue":"cs.CL","work_id":"89fd4ed1-b1d8-4a9b-9c6a-eb69f9c53e72","year":2019},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.470542Z"},"links":{"cited_paper":"/paper/1909.07940","citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:4d2b40a13b811231439bd28ff7da4c6b2eea1318fbaa58cdc98710e94e307164","observation_id":"59bef0d3-4306-44a3-8755-85cfe327cef7","resolution":{"observed_at":"2026-08-07T00:25:19.722806Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T00:25:20.141601Z","title":null,"venue":null,"work_id":"7b481845-c38a-4b24-832e-f2816a722c52","year":2023},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.474946Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:d19cb067cc8daa7f95efc8f6eddafa01ab701b1214cdbc044e17355ad9a95f81","observation_id":"6da0be0c-d82a-42e3-b056-3f7419f32731","resolution":{"observed_at":"2026-08-07T00:25:20.145997Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T00:25:19.479043Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.479043Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:2fd010d7e80efe155f8ed8c792d243d38a6fa3477d074e350b2c544e851710ab","observation_id":"ec0ab7f1-82b0-47bf-99d2-f6b1ac441671","resolution":{"observed_at":"2026-08-07T00:25:19.479043Z","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":"2026-08-07T00:25:19.488778Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.488778Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:60c957fd01c2a6916381eab241165aafc113b95449e5ba2fb00633a3bfe1a46b","observation_id":"b69888b2-685d-4d96-bb62-bbc918ed43e1","resolution":{"observed_at":"2026-08-07T00:25:19.488778Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.14758","last_updated":"2024-04-15T13:44:11Z","snapshot_observed_at":"2026-07-06T17:20:49.161755Z","submitted_at":"2024-01-26T10:33:38Z","title":"Off-Policy Primal-Dual Safe Reinforcement Learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.14758","snapshot_observed_at":"2026-08-07T00:25:19.493021Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.493021Z"},"links":{"cited_paper":"/paper/2401.14758","citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:deb6d954d2e4994d4e2719737d9685ff4156098d2d988d1023aa62ac616822cf","observation_id":"c904069d-959b-43c8-b140-762f8fd1ab42","resolution":{"observed_at":"2026-08-07T00:25:19.493021Z","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":"2026-08-07T00:25:20.094976Z","title":null,"venue":null,"work_id":"052431a7-b62b-4231-8631-0837aaa9b1f8","year":2019},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.497698Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:ebd3649db8967d97f50b37988d31ef593a395406bd6913e196ea22fe37c794fa","observation_id":"964b73c9-0df6-49c8-9f94-12b9275ae12a","resolution":{"observed_at":"2026-08-07T00:25:20.099464Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T00:25:20.080132Z","title":null,"venue":null,"work_id":"d856fdb0-7532-4be1-8b88-05a8935296e1","year":2021},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.501779Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:01b899a85bac8ee2517d51502b3e6ea627f83c2a6f6ec2da64c36bc799ee7c10","observation_id":"03ca3525-e3df-4385-9dcc-b65183d2cbf1","resolution":{"observed_at":"2026-08-07T00:25:20.084361Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2510.19517","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:25:19.673711Z","title":null,"venue":null,"work_id":"a8c3837d-bff1-409e-a512-5e7c46054f97","year":2025},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.506005Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:62cbe1885bf877c065c643bf4f5b74470ea1e0dbce508930dc2ad88df2b8c34c","observation_id":"14fdb2b6-0acb-4e05-a2b6-ba4d5b80bd2d","resolution":{"observed_at":"2026-08-07T00:25:19.682267Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T00:25:20.065342Z","title":null,"venue":null,"work_id":"aa891da3-879b-4176-bbb2-5362d88f03e8","year":2021},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.510164Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:a52c8292d15781fc73af71d05e3791b75047e855dcb295c6505885065e041702","observation_id":"3c337c75-2ee2-458a-8f5c-9e05697dc30b","resolution":{"observed_at":"2026-08-07T00:25:20.070023Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T00:25:20.050238Z","title":null,"venue":null,"work_id":"3b03cb02-48b2-4df8-a4cd-32f051940996","year":2019},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.514288Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:bc7f76235a109bf26b452e6f6a9a5d82a5fb1da245079a03890eedd977c9f39b","observation_id":"734427ea-6d33-4392-aed0-c4dca7fab20f","resolution":{"observed_at":"2026-08-07T00:25:20.054797Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T00:25:19.518407Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.518407Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:2764a6ebe589a5ddb30282ecc76af88bed6b309680eeaeaacb3dd11f719ebd86","observation_id":"d34ed30c-8a9a-4b83-8103-99a156c4097e","resolution":{"observed_at":"2026-08-07T00:25:19.518407Z","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":"2026-08-07T00:25:20.024244Z","title":null,"venue":null,"work_id":"ce346786-86f3-4fd6-897e-61f994da546d","year":2018},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.523001Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:a5f8aae6237ed956deac2733f41a8fda9892da5a99931f610984a03953344ca5","observation_id":"95600353-e9c3-466f-bf22-45aba6bc6d22","resolution":{"observed_at":"2026-08-07T00:25:20.028771Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T00:25:20.008325Z","title":null,"venue":null,"work_id":"10155264-3544-40ab-90bd-a4e7ba389d48","year":2024},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.527690Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:a9d733791194efd8c465e9e7f0b357e3af987847240c6ba9e5fce8ea4856bd1f","observation_id":"93371ce6-fbc7-4850-bc7a-9be8834003ed","resolution":{"observed_at":"2026-08-07T00:25:20.012757Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T00:25:19.532212Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.532212Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:c9300232f46ad3161ecaa3f455777b07c57ff7dd207b2ff45216cdb963c02ec0","observation_id":"7bc4a26b-349a-4164-8c4c-07ab3a38641a","resolution":{"observed_at":"2026-08-07T00:25:19.532212Z","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":"2026-08-07T00:25:19.981615Z","title":null,"venue":null,"work_id":"10437590-deb7-409b-bc83-18f8f32af06e","year":2022},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.536605Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:c0c93bc0f0feef87df48b74aa9ca266ec73c325d13d770cc6e2bfad6455d4a6f","observation_id":"a8f2dfd3-56c3-4eae-8224-4b090f141ed8","resolution":{"observed_at":"2026-08-07T00:25:19.986189Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T00:25:19.540996Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.540996Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:86f10a8f4715a23800fe026f7ec7648467042dd1fe90f966983d5550e88c569c","observation_id":"0ee190b0-62ea-481c-8fbb-0ed1284fac7b","resolution":{"observed_at":"2026-08-07T00:25:19.540996Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1707.06347","last_updated":"2017-08-28T09:20:06Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2017-07-20T02:32:33Z","title":"Proximal Policy Optimization Algorithms","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1707.06347","snapshot_observed_at":"2026-08-07T00:25:19.453210Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":2017,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.453210Z"},"links":{"cited_paper":"/paper/1707.06347","citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:a0754b1d13ee972494d5caad4199710909f9cfc051f63b746b369de0ee904151","observation_id":"efb11023-08f1-4f7d-8a1e-e4e42b6b1c87","resolution":{"observed_at":"2026-08-07T00:25:19.453210Z","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":"2026-08-07T00:25:19.954898Z","title":"InProceedings of the 25th ACM SIGKDD international conference on knowledge discovery & data mining","venue":null,"work_id":"6f5e974d-4624-4e2a-ab2c-0ea29537d33f","year":2026},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":2019,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.545945Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:2b8f5cb5cf87e09a658c52acf4db531e4b8abaaace01ef98f5005d7a892cbfcd","observation_id":"6dcc2e93-73da-420e-accb-65c2e7e7056e","resolution":{"observed_at":"2026-08-07T00:25:19.960403Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T00:25:19.483271Z","title":"InProceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.483271Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:50f7caa1061fb8ae4ef75c1362e00377d171989e239d9fce40da5520ee8185d9","observation_id":"2cb3f430-6923-4d74-ade7-6bc592789fc7","resolution":{"observed_at":"2026-08-07T00:25:19.483271Z","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":"2026-08-07T00:25:19.301408Z","title":"In International conference on machine learning","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.301408Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:c3ed4e43c9fe023a0cf14899e634b6d1cd4f3798f0aaa7302e273e6b416f9f20","observation_id":"0c2dc45d-7bbd-48e3-a0c7-946679641e39","resolution":{"observed_at":"2026-08-07T00:25:19.301408Z","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":"2026-08-07T00:25:19.444294Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-07T00:25:19.444294Z"},"links":{"citing_paper":"/paper/2608.04421"},"observation_digest":"sha256:68db7905913e111da336143a49059fa4a7861e2440353bbd040be4eee98032da","observation_id":"ca17b1ed-ba18-47ab-bb9c-64433f7a203d","resolution":{"observed_at":"2026-08-07T00:25:19.444294Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2608.04421","last_updated":"2026-08-05T04:04:07Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-09T06:46:13.923592Z","submitted_at":"2026-08-05T04:04:07Z","title":"Generative Optimization for Incentivized Advertising with Global Level Constraints"},"reference_resolution":{"displayed":56,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":51,"verified_exact":4,"verified_fuzzy":1},"total_outbound_references":56},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2608.04421."}