{"as_of":"2026-08-18T15:39:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:1927f79a3c724d1aa3b2ae08654ac61450a3c99dad00c63752e0891adc4526f3","coverage":[{"denominator":65,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":65,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-15T20:49:47.335765Z","state":"measured"},{"denominator":65,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":65,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-18T06:34:40.430872+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/2608.12913/citation-record","integrity":"/paper/2608.12913/integrity","json":"/paper/2608.12913/citation-record.json","paper":"/paper/2608.12913"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:48.529482Z","title":null,"venue":null,"work_id":"e339d570-039a-4a8a-9e65-a497e0d8ec2b","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.737359Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:9e0f654e44a8d08e2898e89d13a5ddd4236fe2c62ad4fddfb3fa836a5b3e5a80","observation_id":"2cd7f077-ec76-4bbb-bcd5-b01b1cdfed04","resolution":{"observed_at":"2026-08-15T20:49:48.535296Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2107.03374","last_updated":"2021-07-14T17:16:02Z","snapshot_observed_at":"2026-08-08T11:58:24.516369Z","submitted_at":"2021-07-07T17:41:24Z","title":"Evaluating Large Language Models Trained on Code","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2107.03374","snapshot_observed_at":"2026-08-15T20:49:46.752187Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.752187Z"},"links":{"cited_paper":"/paper/2107.03374","citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:cbce2383c2964d018d0a1d56eb43d8836732f71783b99a2869085b802059d6d7","observation_id":"2c6ecfc4-2157-47c9-9f3f-dcc36be70d86","resolution":{"observed_at":"2026-08-15T20:49:46.752187Z","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":"2026-08-15T20:49:48.509744Z","title":"Glass, and Pengcheng He","venue":null,"work_id":"3f0b04bf-b902-40ab-9fb4-fb695e148da5","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.757900Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:11f4fce8cce62a7acca063ff59ff54a5079973bc36b68c3695b06eb50d83822d","observation_id":"82f2a52c-3352-4c86-a625-99c909ba4c64","resolution":{"observed_at":"2026-08-15T20:49:48.515637Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:46.770634Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.770634Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:8ef57f7b62bf043fa57afbe63a154656742c25b0b51bdb13f6ec24fc009d0787","observation_id":"9c3830cb-611a-4a9b-8a51-af60be6be996","resolution":{"observed_at":"2026-08-15T20:49:46.770634Z","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":"2026-08-15T20:49:48.490445Z","title":null,"venue":null,"work_id":"93172fb5-3024-420b-bbd3-065ad8e371dc","year":2025},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.777211Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:1a9f7c07587265fa49b975279344053ae4a5d16b490078858f73960fdb0fba0c","observation_id":"9bbf0ab6-82d2-4888-be69-c5d0e7ff0a31","resolution":{"observed_at":"2026-08-15T20:49:48.496755Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:46.781901Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.781901Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:75d9230777654912286c39eab83d77d06234fbe72d4501c1ec3668dcb2fb1571","observation_id":"8c9e121a-a201-42ed-b120-89ab421d6955","resolution":{"observed_at":"2026-08-15T20:49:46.781901Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.18653/v1/2024.findings-acl.677","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:47.578620Z","title":null,"venue":null,"work_id":"847c1b2d-5a78-47d7-a2fd-69b6e0a9fa59","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.787636Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:d27de5a503191f59b168767ccdd047d7fc2b92477bd68350d3ceffd0a02ab317","observation_id":"c0f2e322-9d7d-4a18-9b00-6b8dd25ab99d","resolution":{"observed_at":"2026-08-15T20:49:47.586056Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:46.793236Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.793236Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:bf6d9da0099262a9a139ce7b0f0cb3af9716e5f027ef3c9b4a1fe63d3435e10b","observation_id":"690eec34-20ee-48b5-bd0e-44579b962a5e","resolution":{"observed_at":"2026-08-15T20:49:46.793236Z","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":"2026-08-15T20:49:46.798657Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.798657Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:ccee71c3d372a38f9e7f83cc0419d876a874adc90401dce6052aa91241308c30","observation_id":"24877b7b-77dd-4af8-b1ab-554224a76fe0","resolution":{"observed_at":"2026-08-15T20:49:46.798657Z","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":"2026-08-15T20:49:46.803979Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.803979Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:e739a4f2a736a938bc49c4ebc7bbde9432d338735af2a5885784aa3d41fbee8b","observation_id":"d7b46971-c1ad-43f2-976c-a658b49da782","resolution":{"observed_at":"2026-08-15T20:49:46.803979Z","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":"2026-08-15T20:49:46.808977Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.808977Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:5615abb24704a8813a47f69a9c57eb2a6f1e6c53cbb2c2a7ba874d10a97cbf29","observation_id":"c9ad39bf-6dde-4128-bc07-0b5fd0d51414","resolution":{"observed_at":"2026-08-15T20:49:46.808977Z","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":"2026-08-15T20:49:46.814013Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.814013Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:324615630ed4a3cd9cfbd67480251afb804399f41ed10fc28e108d0af7bfc0ac","observation_id":"0e06661d-efae-4661-a436-d278ca1351d1","resolution":{"observed_at":"2026-08-15T20:49:46.814013Z","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":"2026-08-15T20:49:48.414334Z","title":null,"venue":null,"work_id":"4dbbd036-60c1-410b-93b9-56fe1252e3a7","year":2023},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.819164Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:1c2333bbd8d47a7c78916686744e86383e5dd66ef743e8a53ef417333cddd43f","observation_id":"9f23dc9d-fd16-44a7-9ac6-c6258fb48d8b","resolution":{"observed_at":"2026-08-15T20:49:48.420675Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:46.825669Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.825669Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:d1beb26dc264dd5e6ebf22241d158b4531250e998b6d4822e6f5febf2b3b5200","observation_id":"ee593e2f-a71a-4db5-9f83-5becf46b8794","resolution":{"observed_at":"2026-08-15T20:49:46.825669Z","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":"2026-08-15T20:49:46.833387Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.833387Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:22ae20268dd6c5d7235b7ce1ec7a7f86292f0e9de1bde33612698e7b372040ac","observation_id":"dbe233dc-11d7-416e-849c-a95b65eac25a","resolution":{"observed_at":"2026-08-15T20:49:46.833387Z","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":"2026-08-15T20:49:48.369421Z","title":null,"venue":null,"work_id":"2941f75b-9fd4-4c56-b1fc-254d53e14a7a","year":2025},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.838196Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:9d82d924760b2870ddf26077c3ef92ede39af5da1f42f2a9401c40f1688f3b5d","observation_id":"1e50fe5a-5e3f-432c-9bc6-94547429b90b","resolution":{"observed_at":"2026-08-15T20:49:48.375899Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:48.348513Z","title":null,"venue":null,"work_id":"bf959a9d-d077-4c30-a67d-28af89fce2ae","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.849421Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:4d2185f0729a92453a5147870ad9cd04c46c93ef154ca87f78c82505564ed086","observation_id":"a1060eb1-e95d-45e3-81f8-320ed17fa754","resolution":{"observed_at":"2026-08-15T20:49:48.355169Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:48.329470Z","title":null,"venue":null,"work_id":"c75ce125-ee25-434f-afa8-ab0d3bd0e01e","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.854416Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:bde7a8b65f9dc50c5fdb46b2ecd14fd72b9458cf43e1b55221e6038096efcef2","observation_id":"389185d8-5d1f-4b5d-82d1-1e1197caccc2","resolution":{"observed_at":"2026-08-15T20:49:48.335932Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:46.879157Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.879157Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:edd7217d578c8d7695488e796556c3011efd89def20e7d1f9811a25e529c4bfa","observation_id":"aaa5281f-3108-45b2-808a-13998366d0a8","resolution":{"observed_at":"2026-08-15T20:49:46.879157Z","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":"2026-08-15T20:49:48.309966Z","title":null,"venue":null,"work_id":"a3dd0152-75f4-4a3a-ba54-a323abe33183","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.890358Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:1c34bcebfd727e4597398b925cdba9bb9127891c907d704de118af79b1d74051","observation_id":"a1d7b2ea-fe13-474c-a7b9-91568dc56a11","resolution":{"observed_at":"2026-08-15T20:49:48.315894Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:46.895922Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.895922Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:7151ba809479ab204d6f6faa6efffdeb49071f997aafbdb3ddd8a022f9260452","observation_id":"e4fc58af-0d5f-4bca-ae11-7ea9179696f9","resolution":{"observed_at":"2026-08-15T20:49:46.895922Z","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":"2026-08-15T20:49:46.901163Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.901163Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:2d427036e2f6cda86d24e8a0cf305dedce6ee33a8eea4c3a93a747286c69546d","observation_id":"8ede89fd-c988-4016-bc27-4d7f74984819","resolution":{"observed_at":"2026-08-15T20:49:46.901163Z","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":"2026-08-15T20:49:48.290893Z","title":"Gonzalez, Clark W","venue":null,"work_id":"a7e20c64-10a0-4061-9f82-82f851ae7a37","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.908661Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:9a47c6f28dfe70b913ab4a7429e0fa4383cf885ca5b43dfa578ac6c2b3562c2b","observation_id":"ff0b0afb-272b-41a1-98b3-262587f26d40","resolution":{"observed_at":"2026-08-15T20:49:48.296070Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:48.271844Z","title":null,"venue":null,"work_id":"d43ddc2c-b27a-423e-bd88-ca48ec72c124","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.914973Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:dacad4f0966229ec93721fb1ce051bccc4a731ec80d213f495d6b29a51ffd117","observation_id":"f0597065-e18a-48a0-86e9-ada9e69f3f16","resolution":{"observed_at":"2026-08-15T20:49:48.278112Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:46.922916Z","title":"Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.922916Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:3dcd685c4a2861ec0a5937a293b529e439e67d8187c202e1bae3b9d99e020454","observation_id":"e0cce9e7-b85d-4195-b4bc-92b2b4fe8722","resolution":{"observed_at":"2026-08-15T20:49:46.922916Z","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":"2026-08-15T20:49:46.929559Z","title":"International Conference on Machine Learning , pages=","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.929559Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:6b903c61a42a24efdfe6ed6dce680d272885b7a3d66715aa74652089fc517094","observation_id":"c612a9fe-2b2e-4d2e-b2df-ea927fc9ea76","resolution":{"observed_at":"2026-08-15T20:49:46.929559Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2302.01318","last_updated":"2023-02-02T18:44:11Z","snapshot_observed_at":"2026-08-13T23:55:57.074762Z","submitted_at":"2023-02-02T18:44:11Z","title":"Accelerating Large Language Model Decoding with Speculative Sampling","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.01318","snapshot_observed_at":"2026-08-15T20:49:46.934467Z","title":"arXiv preprint arXiv:2302.01318 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.934467Z"},"links":{"cited_paper":"/paper/2302.01318","citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:524351ad532f22f0c449a1149b22b5a8028bbe424950e43db50a909ce22d8554","observation_id":"4effb9d7-a2ab-441b-b8a8-4f50f5a29651","resolution":{"observed_at":"2026-08-15T20:49:46.934467Z","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":"2026-08-15T20:49:48.239047Z","title":null,"venue":null,"work_id":"39e2eb9c-bb13-4080-9724-c9fbbcfb2cfb","year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.947299Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:97d9d38b8b7036d0fac8a28bcc59d0dc82cd0e7efad027fb87afc6d8fa137e50","observation_id":"aeaf58cc-4fa4-497b-b791-550e01c09e4e","resolution":{"observed_at":"2026-08-15T20:49:48.245410Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:48.220456Z","title":null,"venue":null,"work_id":"f2608a0b-49f9-42ef-846b-0badc2c51993","year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.953471Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:50c08ccfbc17f7874022e2739d04c60d4b561bcea40de7bdeccc5e1e046500f2","observation_id":"13387fb1-f8d3-4a63-8f19-61687c8198f0","resolution":{"observed_at":"2026-08-15T20:49:48.226701Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:48.202275Z","title":"Forty-first International Conference on Machine Learning,","venue":null,"work_id":"f8192c2b-638e-49ee-913b-abbd77380567","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.959944Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:e44d79faa8be294ef9411890690617249a19e3135a3eaab8991208aafbcdc977","observation_id":"2c835b04-434c-45ba-9ce3-e098362774ea","resolution":{"observed_at":"2026-08-15T20:49:48.207824Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:46.966808Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.966808Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:8f8c66fc83883af15494ed809b8527d235bec1d170807b8372e5dd450ef90957","observation_id":"75acae58-8d2a-4c0a-a20a-01042186ffea","resolution":{"observed_at":"2026-08-15T20:49:46.966808Z","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":"2026-08-15T20:49:48.169774Z","title":"Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages=","venue":null,"work_id":"a4ff20fc-3f14-4564-8546-732e464f90f9","year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.973215Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:dd5d29708f3d0335121ea4c125f58bfebad5d1b23f321e5f69347af289d31722","observation_id":"b734d81d-c8d8-4593-b28e-13658fdc721d","resolution":{"observed_at":"2026-08-15T20:49:48.177462Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:48.150392Z","title":"Forty-second International Conference on Machine Learning , year=","venue":null,"work_id":"883f8cac-6f1f-4b41-a420-40f6069068a6","year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:46.979091Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:3400b8cc35efff33f977adecd37e1f1e77f68510545ad281c8f79c49dce0856c","observation_id":"3bb03261-8e5a-4054-b955-ffc51228fdd8","resolution":{"observed_at":"2026-08-15T20:49:48.155966Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:47.015024Z","title":"Proceedings of machine learning and systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.015024Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:3427135f523d6237343ea885b33ed64c973b611cd789cf091717ee3e2382d667","observation_id":"4686bf51-3836-4162-9a51-c798762a7aeb","resolution":{"observed_at":"2026-08-15T20:49:47.015024Z","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":"2026-08-15T20:49:47.059961Z","title":"International conference on machine learning , pages=","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.059961Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:6a6f1a50ea90297503194eade4385093fe0c034ed4f8bddd5fb880dac45e20ce","observation_id":"6982cee4-6685-48b8-8d6a-6b7dc8dd5ae2","resolution":{"observed_at":"2026-08-15T20:49:47.059961Z","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":"2026-08-15T20:49:47.078976Z","title":"2023 , journal=","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.078976Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:adc7023bfb5729167d886adb6100d8eb6833bf3dc1889c3b7dfc1496ebb11198","observation_id":"fb746fd5-74de-4581-b478-587a707b05b8","resolution":{"observed_at":"2026-08-15T20:49:47.078976Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1503.02531","last_updated":"2015-03-09T15:44:49Z","snapshot_observed_at":"2026-08-16T18:00:58.008096Z","submitted_at":"2015-03-09T15:44:49Z","title":"Distilling the Knowledge in a Neural Network","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1503.02531","snapshot_observed_at":"2026-08-15T20:49:47.089762Z","title":"arXiv preprint arXiv:1503.02531 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.089762Z"},"links":{"cited_paper":"/paper/1503.02531","citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:a958f6be66a237cfd2c7ee840be570150ec4a4878d83fdd9f6538f9cadcd33c1","observation_id":"8f78eedb-e58d-4173-885f-efc5bfb0ceff","resolution":{"observed_at":"2026-08-15T20:49:47.089762Z","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":"2026-08-15T20:49:47.098845Z","title":"Reasoning with Large Language Models, a Survey , journal =","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.098845Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:108f14366a4dc6552df9af7d056d6e74ba2748182168ae0ee39b365c7b7cad15","observation_id":"fe8d3377-f86f-42e8-8d2e-878be8647089","resolution":{"observed_at":"2026-08-15T20:49:47.098845Z","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":"2026-08-15T20:49:48.087905Z","title":"2025 , url =","venue":null,"work_id":"d13b245e-b4cb-4933-8bf9-67321ffa5c22","year":2025},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.104015Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:412e89eb1cc114f69ac9092dbd573b6846ac3bc0006b098ba88d4fe22af97956","observation_id":"94286d04-07bc-42fe-81f5-c02bcb4f89af","resolution":{"observed_at":"2026-08-15T20:49:48.093177Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:48.061050Z","title":"Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),","venue":null,"work_id":"66ce3130-48df-462f-953c-2995bb65bd6e","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.109694Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:4c92ac27712cfba6329ae48bd4b0e71275fd190ed464704604a97a66f2a6d2e9","observation_id":"a84cfe99-9550-4a27-a688-4d608083da44","resolution":{"observed_at":"2026-08-15T20:49:48.067681Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:48.038384Z","title":"The Twelfth International Conference on Learning Representations,","venue":null,"work_id":"b305ed3a-35ff-457d-b063-17f6e013b350","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.114781Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:aead23dcfd88e79656379c044d653fa5f6c1487796882a90e7405ad8c9c68f04","observation_id":"013f570c-8dc0-4c7f-aed8-3416eb4aa72d","resolution":{"observed_at":"2026-08-15T20:49:48.046692Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:48.013926Z","title":"Decoding-time Realignment of Language Models , booktitle =","venue":null,"work_id":"36760fc1-383c-41bb-ba65-c67ef2d8bf06","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":49,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.173579Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:3a630aaa3e9529ee91be3d291a1b6359b2715a4be3a0742a569b24f5f06df338","observation_id":"ae571aa0-2ff4-4a0b-99da-65237e167bf6","resolution":{"observed_at":"2026-08-15T20:49:48.022170Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:47.993431Z","title":null,"venue":null,"work_id":"5ad4ec4e-7f2f-48ee-9ad5-e7a8c6d51c66","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":50,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.204060Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:17a4d6cc028a9d662d7df3e6ec438c77a79793d73929dddcf6a7b980e0db3230","observation_id":"278a8ca5-df50-4ec0-b746-5e3687bdb127","resolution":{"observed_at":"2026-08-15T20:49:47.999549Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:47.974142Z","title":"Graph-Structured Speculative Decoding , booktitle =","venue":null,"work_id":"c094cac8-b128-4b27-a2e4-56544b62424c","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":51,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.210332Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:653b9cf9a6538b69f20df7f766fc9bcf5d7fd4a47b8ee03c35733f539afce7fb","observation_id":"2529635e-5c71-4721-bb54-3f0eed3f3895","resolution":{"observed_at":"2026-08-15T20:49:47.980105Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:47.952223Z","title":"Smith and Simon S","venue":null,"work_id":"352ae35d-3e4f-4524-8eb0-0a6091205c09","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":52,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.216184Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:b1f56d7b7b4d401991be90600fea150e03f36d216448bf374849e5bfe55f941f","observation_id":"bfa0250b-7691-4732-ad3c-237790c6cc38","resolution":{"observed_at":"2026-08-15T20:49:47.958154Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.09288","last_updated":"2023-07-19T17:08:59Z","snapshot_observed_at":"2026-08-07T12:56:43.323460Z","submitted_at":"2023-07-18T14:31:57Z","title":"Llama 2: Open Foundation and Fine-Tuned Chat Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.09288","snapshot_observed_at":"2026-08-15T20:49:47.222625Z","title":"arXiv preprint arXiv:2307.09288 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.222625Z"},"links":{"cited_paper":"/paper/2307.09288","citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:2c56fec6797efea663c3e4643fbe61f8b5050bde9d3254c99dc0c1bedc1a4cdd","observation_id":"3da35cd0-ebbb-4917-a915-bd8217f9cb2a","resolution":{"observed_at":"2026-08-15T20:49:47.222625Z","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":"2026-08-15T20:49:47.228562Z","title":"arXiv e-prints , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.228562Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:d98c548be3024b125e4b9055aa895277268e53237b9303cc4699994743f3dd2f","observation_id":"7a591cf4-06b7-4fd7-8e75-105a5825d4b4","resolution":{"observed_at":"2026-08-15T20:49:47.228562Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.09388","last_updated":"2025-05-14T13:41:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-05-14T13:41:34Z","title":"Qwen3 Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.09388","snapshot_observed_at":"2026-08-15T20:49:47.234454Z","title":"arXiv preprint arXiv:2505.09388 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":55,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.234454Z"},"links":{"cited_paper":"/paper/2505.09388","citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:ef03f596ae216d509d12c9dd92ec13115c8de9ad756df55ee0f30c8f93fc079f","observation_id":"ed618581-d03d-4d69-8df8-86c0f2a416d8","resolution":{"observed_at":"2026-08-15T20:49:47.234454Z","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":"2026-08-15T20:49:47.920624Z","title":"and Barrett, Clark W","venue":null,"work_id":"bf77b13e-078b-42ea-b20d-b430e0d9fc65","year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":56,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.241605Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:66130a9050b1be124845c02b2a98e58ffc7ef88b19598b29d77227e5e0eec617","observation_id":"52b3b0fe-9d94-4502-9acf-e3ad68d72aef","resolution":{"observed_at":"2026-08-15T20:49:47.926552Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:47.247107Z","title":"2021 , eprint=","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":57,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.247107Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:bdb2a6d71a60e3890f5ad60f2b9ef1d7b62137a4c17dda344cc7f6c59ec635ea","observation_id":"f7a11b37-dfb3-4c0f-ac3d-846746cc0d27","resolution":{"observed_at":"2026-08-15T20:49:47.247107Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2110.14168","last_updated":"2021-11-18T00:23:45Z","snapshot_observed_at":"2026-08-14T02:43:01.480086Z","submitted_at":"2021-10-27T04:49:45Z","title":"Training Verifiers to Solve Math Word Problems","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2110.14168","snapshot_observed_at":"2026-08-15T20:49:47.252787Z","title":"arXiv preprint arXiv:2110.14168 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":58,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.252787Z"},"links":{"cited_paper":"/paper/2110.14168","citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:f91cf3dadca29167d91f7341ae3c751e96e8f5f81cd77041dfde865602150a81","observation_id":"0755bc3d-f4f9-4b95-9b24-79e7afe281ad","resolution":{"observed_at":"2026-08-15T20:49:47.252787Z","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":"2026-08-15T20:49:47.258776Z","title":"Proceedings of the International Conference on Learning Representations (ICLR) , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":59,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.258776Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:c221f136fd2724cd404d3daaed895e2c6ac2d40cea8205376e6b5cc908294481","observation_id":"6c7623f3-cfaa-45b2-a109-67a9f96f1dd9","resolution":{"observed_at":"2026-08-15T20:49:47.258776Z","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":"2026-08-15T20:49:47.264989Z","title":"and Manning, Christopher D","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":60,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.264989Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:9d9dedec4efdcef5d7922c1493fa033b755a7ee8f8cf462739b7c628839518c2","observation_id":"37a6c5ce-de61-44e8-ad14-92aab15166d8","resolution":{"observed_at":"2026-08-15T20:49:47.264989Z","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":"2026-08-15T20:49:47.270640Z","title":"International Conference on Machine Learning , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":61,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.270640Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:124550e9c764bc41e680ccc5c3432f1b4884ad6dc47136d6f362372bb8a4e790","observation_id":"c94cad74-22ce-46e9-9c2d-a0e98b790476","resolution":{"observed_at":"2026-08-15T20:49:47.270640Z","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":"2026-08-15T20:49:47.276907Z","title":"Empirical Methods in Natural Language Processing , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":62,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.276907Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:b121fb9c9724ef1ae1a76bb52478b6a5d6198069b7c844a3f863e7da20eaac76","observation_id":"ed3c2164-88f8-4185-bcf6-c06da5abd4eb","resolution":{"observed_at":"2026-08-15T20:49:47.276907Z","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":"2026-08-15T20:49:47.282053Z","title":"Annual Conference on Neural Information Processing Systems , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":63,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.282053Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:b643fc0416d3e6bade8b9141f70928458aa9e81993bd26c0a4e1ead1e05b8d90","observation_id":"a5753e66-92c3-4d86-b0cf-67d3fa0442bd","resolution":{"observed_at":"2026-08-15T20:49:47.282053Z","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":"2026-08-15T20:49:47.835924Z","title":"Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=","venue":null,"work_id":"6224d574-4dee-40ef-9a2f-24477d1e449a","year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":64,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.289130Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:e02725b0cfdf09af2b37daf7487deefa852d47b51323ae830d645a12bf522b36","observation_id":"043d8081-d4a3-4d57-ab62-8d29a906687b","resolution":{"observed_at":"2026-08-15T20:49:47.842048Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2309.09117","last_updated":"2023-09-29T15:11:49Z","snapshot_observed_at":"2026-08-18T04:45:58.701816Z","submitted_at":"2023-09-17T00:29:32Z","title":"Contrastive Decoding Improves Reasoning in Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.09117","snapshot_observed_at":"2026-08-15T20:49:47.295784Z","title":"CoRR , volume =","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":65,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.295784Z"},"links":{"cited_paper":"/paper/2309.09117","citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:f4a31f13279ec27f4193988a971991d3b6c057a78bd65aafcb8f9bff47c1a2b3","observation_id":"1f6391f1-915e-4df4-92b1-7453db5b0022","resolution":{"observed_at":"2026-08-15T20:49:47.295784Z","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":"2026-08-15T20:49:47.300607Z","title":"Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":66,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.300607Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:dc127e3529988f7df322b737358bc375437ee3a787192ba5ffeddd468a69d718","observation_id":"7631b617-ae43-4ff8-909a-4c97c6f3b8d7","resolution":{"observed_at":"2026-08-15T20:49:47.300607Z","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":"2026-08-15T20:49:47.805744Z","title":"Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding , booktitle =","venue":null,"work_id":"45040eab-ed0a-4477-ba0e-1da891ddd4de","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":67,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.305718Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:842ce89b2d64c6bce1552163cda98b089a222fddede0b090e0088b8f3c65047e","observation_id":"6bfcc53d-bc06-4721-991a-d9d39a63003d","resolution":{"observed_at":"2026-08-15T20:49:47.811135Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2401.08565","last_updated":"2024-08-23T05:21:44Z","snapshot_observed_at":"2026-08-16T14:27:01.586325Z","submitted_at":"2024-01-16T18:49:55Z","title":"Tuning Language Models by Proxy","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.08565","snapshot_observed_at":"2026-08-15T20:49:47.311952Z","title":"Smith , title =","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":68,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.311952Z"},"links":{"cited_paper":"/paper/2401.08565","citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:2763583c49029405c80a763deaa4a0d2862bdd1d9ecb83cc26abcb9c23b99036","observation_id":"0854683a-1627-4ed5-b620-9a39239e3261","resolution":{"observed_at":"2026-08-15T20:49:47.311952Z","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":"2026-08-15T20:49:47.787276Z","title":"Manning , title =","venue":null,"work_id":"3a08d734-2c1c-4e1e-a05a-35e3bfa2d53b","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":69,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.317404Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:89f4f6ab3e2f16e17e7cd4b8be6ebcb007608cb3d734ce3efe192de4827389ea","observation_id":"9f10b49a-11a9-4d8a-b554-60339e79ae82","resolution":{"observed_at":"2026-08-15T20:49:47.793389Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:47.768039Z","title":"The Twelfth International Conference on Learning Representations,","venue":null,"work_id":"3be68e7c-412d-4e5b-be69-9383b0c7bffa","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":70,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.322956Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:1d178114ce980f5a13a7cec1e5cefa5b8441b0ca3d96b75ae0a7d21486ff6b1a","observation_id":"a7b75245-d229-4ac3-bce7-0960cd0597bb","resolution":{"observed_at":"2026-08-15T20:49:47.774088Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:47.748896Z","title":"Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding , booktitle =","venue":null,"work_id":"baea8436-e1af-40ab-b4e7-69f23a180ced","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":71,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.327887Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:df8f21dccf526841e21f9c831718322da82ae30dfd1d415ee51381c82fb17e16","observation_id":"c035506c-de12-4dfe-a60b-068781084694","resolution":{"observed_at":"2026-08-15T20:49:47.754554Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:49:47.725839Z","title":"Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts , booktitle =","venue":null,"work_id":"dfa24b0c-a54d-46b1-8100-2aafe9d067c8","year":2024},"citing_paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting","version":1},"reference_index":72,"source":"arxiv_source","source_observed_at":"2026-08-15T20:49:47.335765Z"},"links":{"citing_paper":"/paper/2608.12913"},"observation_digest":"sha256:72d1cd0c66712bea4a1a97040f177f55f53dfc1116228a3b1b35d217c00dfc83","observation_id":"022ce57b-fdcc-486e-b59b-fe6c738235aa","resolution":{"observed_at":"2026-08-15T20:49:47.733097Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2608.12913","last_updated":"2026-08-13T07:56:16Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-18T08:49:33.173336Z","submitted_at":"2026-08-13T07:56:16Z","title":"Decoupled Contrastive Decoding via Expert-Aligned Drafting"},"reference_resolution":{"displayed":65,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":46,"verified_exact":1,"verified_fuzzy":18},"total_outbound_references":65},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"thesis":"As of 18 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2608.12913."}