{"as_of":"2026-08-08T19:00:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:095c97949f5ba9d2bac7cd2caecff8d46a8358f59059d27ef4e7ba024400e079","coverage":[{"denominator":42,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":42,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T14:18:37.549373Z","state":"measured"},{"denominator":42,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":42,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+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/2505.19464/citation-record","integrity":"/paper/2505.19464/integrity","json":"/paper/2505.19464/citation-record.json","paper":"/paper/2505.19464"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:18:41.940492Z","title":null,"venue":null,"work_id":"581c19be-ebce-437a-af86-02d856cf97d3","year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:32.428173Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:5cd437245c89fb187bfb0e2739f3792f6dbd75fe2f86e0e31d5719b4f7ae8f0c","observation_id":"52a66e0b-f252-4277-9a33-8f2f790d5190","resolution":{"observed_at":"2026-08-07T14:18:42.082980Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T14:18:41.622414Z","title":null,"venue":null,"work_id":"3069957b-20eb-49ea-833a-6340c6c6383a","year":2023},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:32.535561Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:6e636ea39cafd7ab34b9e543f32b89444b5e4557a25b51d5c52951743217f3ec","observation_id":"c221a586-4119-4122-a977-3b34fb0f5a38","resolution":{"observed_at":"2026-08-07T14:18:41.732465Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T14:18:32.702340Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:32.702340Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:33d030f62fac1e2e573d4c55006f4d5ddb77720fe5b630dc02c4e6fd3999afd4","observation_id":"d2c8a5a8-5dbb-4fdd-9c2b-bbbb7043b400","resolution":{"observed_at":"2026-08-07T14:18:32.702340Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.06648","last_updated":"2024-10-04T05:33:51Z","snapshot_observed_at":"2026-07-06T17:00:00.321552Z","submitted_at":"2023-12-11T18:57:35Z","title":"Dense X Retrieval: What Retrieval Granularity Should We Use?","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.06648","snapshot_observed_at":"2026-08-07T14:18:32.877391Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:32.877391Z"},"links":{"cited_paper":"/paper/2312.06648","citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:08a8f6ea63b4c47cc2d9251b0ea833dfa04fe59750d9cebcbf8b5e62a36bf195","observation_id":"5f189ca3-c13f-4bbb-9cf8-c5f33ab8b741","resolution":{"observed_at":"2026-08-07T14:18:32.877391Z","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":"2026-08-07T14:18:33.011309Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:33.011309Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:624e38b7afc141567f1a1e3be207e512486855810523dac304c60323ce942b71","observation_id":"214c2c68-0416-462d-a117-b3b8e8e10c0a","resolution":{"observed_at":"2026-08-07T14:18:33.011309Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2301.00234","last_updated":"2024-10-05T11:47:02Z","snapshot_observed_at":"2026-07-06T14:36:25.690733Z","submitted_at":"2022-12-31T15:57:09Z","title":"A Survey on In-context Learning","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2301.00234","snapshot_observed_at":"2026-08-07T14:18:33.139652Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:33.139652Z"},"links":{"cited_paper":"/paper/2301.00234","citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:2c17c643d45b47eb29cbb21230a6f7e0d2cc9ef8607df5c107fd14b4f4e6f088","observation_id":"2025e1e9-b1d3-4d24-b166-412c1201a2bd","resolution":{"observed_at":"2026-08-07T14:18:33.139652Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.10997","last_updated":"2024-03-27T09:16:57Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-12-18T07:47:33Z","title":"Retrieval-Augmented Generation for Large Language Models: A Survey","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.10997","snapshot_observed_at":"2026-08-07T14:18:33.282816Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:33.282816Z"},"links":{"cited_paper":"/paper/2312.10997","citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:ed9e167225f88e7c795474f75fb802d06a7483c80e8061487aa5d5b57144bf00","observation_id":"3d397799-24ee-44c9-ab19-0abda94e3253","resolution":{"observed_at":"2026-08-07T14:18:33.282816Z","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":"2026-08-07T14:18:33.401913Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:33.401913Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:c0500dd4d7fc97f1d0db3712cfef77281718328da2737427082f7d515f990366","observation_id":"51922ccf-823e-4790-aba3-3f2530d694c5","resolution":{"observed_at":"2026-08-07T14:18:33.401913Z","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":"2026-08-07T14:18:33.519581Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:33.519581Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:6f65a5a33c78fbf4b372d46f70197aaf9bb646ad5e6d7249e3b67d7e2d263b95","observation_id":"dc119864-3eaf-4a4c-97e2-01085797268a","resolution":{"observed_at":"2026-08-07T14:18:33.519581Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1511.06939","last_updated":"2016-03-29T14:52:58Z","snapshot_observed_at":"2026-07-31T19:00:00.136727Z","submitted_at":"2015-11-21T23:42:59Z","title":"Session-based Recommendations with Recurrent Neural Networks","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1511.06939","snapshot_observed_at":"2026-08-07T14:18:33.619351Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:33.619351Z"},"links":{"cited_paper":"/paper/1511.06939","citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:4f1b916f2d34b996a409633030f25fa7b2d9522347a81dfcc538256cddfb32ee","observation_id":"e36944f8-07f2-452f-9c4e-e3bcbfca03fe","resolution":{"observed_at":"2026-08-07T14:18:33.619351Z","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":"2026-08-07T14:18:41.253073Z","title":null,"venue":null,"work_id":"04e587bb-249b-4e78-9243-c6fb0e6fd629","year":2022},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:33.728842Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:f3df9fb8c6d0c7f7ab132ae47afb46681c475b28f44c2ab3dbd9fc41ce2ba3de","observation_id":"3a17b80b-735c-44b2-b460-c4d0b45c02f2","resolution":{"observed_at":"2026-08-07T14:18:41.383310Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2106.09685","last_updated":"2021-10-16T18:40:34Z","snapshot_observed_at":"2026-08-07T07:43:16.294957Z","submitted_at":"2021-06-17T17:37:18Z","title":"LoRA: Low-Rank Adaptation of Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2106.09685","snapshot_observed_at":"2026-08-07T14:18:33.792613Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:33.792613Z"},"links":{"cited_paper":"/paper/2106.09685","citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:7660b71e476bd23a437e2a60fc379d79067c43c0c130ebc3e61aa8dd696c8353","observation_id":"f97df5bf-e72d-4863-8e0c-54aa7deb5498","resolution":{"observed_at":"2026-08-07T14:18:33.792613Z","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":"2026-08-07T14:18:33.906708Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:33.906708Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:918a4d834270dd99ce6182cf919b675ac02f18f57c23d91f9db11a19beda76b4","observation_id":"5b0df751-2d46-437e-8e7d-d3443eaa54a8","resolution":{"observed_at":"2026-08-07T14:18:33.906708Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.06839","last_updated":"2024-08-12T03:53:35Z","snapshot_observed_at":"2026-08-06T17:12:58.658176Z","submitted_at":"2023-10-10T17:59:58Z","title":"LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.06839","snapshot_observed_at":"2026-08-07T14:18:34.046108Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:34.046108Z"},"links":{"cited_paper":"/paper/2310.06839","citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:9bbe7943a42b85c026794202af642b7ff287166e9734aba51b0f5b47c86e229e","observation_id":"37a1b964-33fd-489f-bf2a-48a75e2788a7","resolution":{"observed_at":"2026-08-07T14:18:34.046108Z","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":"2026-08-07T14:18:34.151023Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:34.151023Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:fb05df81432eeb63df8e37e53776a3c9037b0a3c50ba56ba2d848902ce5c4f68","observation_id":"ac2f91c2-c221-417a-8f7d-0cd21df0b79f","resolution":{"observed_at":"2026-08-07T14:18:34.151023Z","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":"2026-08-07T14:18:40.949884Z","title":null,"venue":null,"work_id":"4c9d55fc-26c7-4c8a-a86c-bc392987457e","year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:34.222964Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:d09e9c787d352576e176f8341bf2426af327d66f2709fe445cf466dceb6d41b2","observation_id":"545f9064-fa47-4b8b-a1f6-8485588018ac","resolution":{"observed_at":"2026-08-07T14:18:41.054996Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T14:18:40.691257Z","title":null,"venue":null,"work_id":"3ddc0c16-32bd-4b76-9a44-430120d8c2cf","year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:34.382692Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:b39c4f19a9f4a4f3160125df69ce7da31aca438d106d0d4b5753a61bcf3a7ae5","observation_id":"4e1d8f6a-a2e0-4bb5-8ecc-ce9909bad638","resolution":{"observed_at":"2026-08-07T14:18:40.775687Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T14:18:34.488150Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:34.488150Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:542cbc7f41735511ece0d6a448d43f27826b2a0e6967dc3c2387b3a4988d87bf","observation_id":"d16383dd-e23a-4a65-8665-9cda1c8678f9","resolution":{"observed_at":"2026-08-07T14:18:34.488150Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-07T14:18:34.559678Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:34.559678Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:af49d3ab7d5d865ff061d53fae80db8ff5e1907ce61a7c24ad7870a81c943bb0","observation_id":"eeb6216c-0ca0-4ae2-8ece-2e6e7b8244f0","resolution":{"observed_at":"2026-08-07T14:18:34.559678Z","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":"2026-08-07T14:18:34.664186Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:34.664186Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:0b4610166ed1e7df9a077fce5d0183688ec55c79c013df53faeebb2749a6c9e9","observation_id":"b1bb49c2-0735-428c-b0c7-5f7c624f3138","resolution":{"observed_at":"2026-08-07T14:18:34.664186Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.07691","last_updated":"2024-09-12T01:51:06Z","snapshot_observed_at":"2026-07-06T19:14:03.934415Z","submitted_at":"2024-09-12T01:51:06Z","title":"Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.07691","snapshot_observed_at":"2026-08-07T14:18:34.757513Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:34.757513Z"},"links":{"cited_paper":"/paper/2409.07691","citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:7f4b0219d0ca03dabed2d07ac456b18bcc82f9549bc5b1264df42872db70109f","observation_id":"2a473cc8-6605-417a-a355-f7d936d027d5","resolution":{"observed_at":"2026-08-07T14:18:34.757513Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.15831","last_updated":"2025-02-07T15:17:18Z","snapshot_observed_at":"2026-08-06T10:11:12.752175Z","submitted_at":"2024-07-22T17:50:31Z","title":"NV-Retriever: Improving text embedding models with effective hard-negative mining","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.15831","snapshot_observed_at":"2026-08-07T14:18:34.892653Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:34.892653Z"},"links":{"cited_paper":"/paper/2407.15831","citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:eb89b6e337f7d55196c443704fdf0036a9d69d30a03241fa7f611364d5add806","observation_id":"8d12d582-e9fe-45b2-9d56-99203e5a4c1f","resolution":{"observed_at":"2026-08-07T14:18:34.892653Z","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":"2026-08-07T14:18:35.034963Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:35.034963Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:1bcd123b92dfdc4ff5a7edae9297176bcde92d149f1de74a68548ee3196daad0","observation_id":"997f388d-2a5f-4941-9a73-ef04a7e9f772","resolution":{"observed_at":"2026-08-07T14:18:35.034963Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1807.03748","last_updated":"2019-01-22T18:47:12Z","snapshot_observed_at":"2026-07-06T06:49:24.960992Z","submitted_at":"2018-07-10T16:52:11Z","title":"Representation Learning with Contrastive Predictive Coding","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1807.03748","snapshot_observed_at":"2026-08-07T14:18:35.106693Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:35.106693Z"},"links":{"cited_paper":"/paper/1807.03748","citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:022ea045556cdf88f147d77fc8b1439bdbfd96469db2959d711db1259ee9af22","observation_id":"cebeb9de-eb89-4508-80e2-1c36695b8edf","resolution":{"observed_at":"2026-08-07T14:18:35.106693Z","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":"2026-08-07T14:18:40.387420Z","title":null,"venue":null,"work_id":"463e4c47-8ac3-497b-97e4-9b9a306c9390","year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:35.174419Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:c455f409832c9c6a2ef37d6a1538bb54c58dfd9620bb4989ae2ab69f674c330e","observation_id":"078e4e36-0000-428a-ad08-216940b07c1b","resolution":{"observed_at":"2026-08-07T14:18:40.494995Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1205.2618","last_updated":"2012-05-09T18:25:09Z","snapshot_observed_at":"2026-07-06T02:47:58.266745Z","submitted_at":"2012-05-09T18:25:09Z","title":"BPR: Bayesian Personalized Ranking from Implicit Feedback","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1205.2618","snapshot_observed_at":"2026-08-07T14:18:35.274583Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:35.274583Z"},"links":{"cited_paper":"/paper/1205.2618","citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:7986ace523576701c0a6e1f7ed76ac437ee2532a35cdbea0c61e4d322c87297a","observation_id":"337e919c-c289-43c4-a94b-400e7d5be628","resolution":{"observed_at":"2026-08-07T14:18:35.274583Z","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":"2026-08-07T14:18:40.076369Z","title":null,"venue":null,"work_id":"56e01d7a-2c2d-485a-b05e-157a7b73032b","year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:35.400838Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:a6eb61a1239fc006db017274df256351aabc484dc1d199727aff2ee5151a3874","observation_id":"e5b4022f-f810-42b4-a63f-e2785b43c2f0","resolution":{"observed_at":"2026-08-07T14:18:40.218637Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T14:18:39.816250Z","title":null,"venue":null,"work_id":"6db0ef8d-c836-4b62-b441-b1bca3c1574f","year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:35.528934Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:7ea796f53cdb0284f61389741149ce712ba1f60c953eb740dea07a6e3442c4a5","observation_id":"c9f5892b-600a-48b9-ab2e-f495b0d8bc06","resolution":{"observed_at":"2026-08-07T14:18:39.958584Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T14:18:39.479177Z","title":null,"venue":null,"work_id":"8cf48427-a03b-4450-9ebd-1f3da71e847b","year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:35.636519Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:6f173562b22f80ef8c1c0b3f787cb60f4bdca1e99bac91ebf28487a2144c9288","observation_id":"6cbd8c0c-d51e-4039-97e0-037ee6a48372","resolution":{"observed_at":"2026-08-07T14:18:39.629125Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T14:18:39.206042Z","title":null,"venue":null,"work_id":"1436890a-159a-42cf-9ddd-db8a9726abad","year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:35.765891Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:5b381929411876fdc58a8aaa7f9418c53fb7ac9dfb9ab2352bb5a49ecb243999","observation_id":"ff429b96-6888-4f1e-9985-550c42a908c1","resolution":{"observed_at":"2026-08-07T14:18:39.327994Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.04408","last_updated":"2023-10-06T17:55:36Z","snapshot_observed_at":"2026-08-05T10:28:11.033488Z","submitted_at":"2023-10-06T17:55:36Z","title":"RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.04408","snapshot_observed_at":"2026-08-07T14:18:35.871514Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:35.871514Z"},"links":{"cited_paper":"/paper/2310.04408","citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:a7a4fda933c875d55481cbb64e23818e1a5b7cf66a1fba48a3926a47bf4b9460","observation_id":"ee38afbf-1291-4fc7-bb4b-421a0008c64b","resolution":{"observed_at":"2026-08-07T14:18:35.871514Z","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":"2026-08-07T14:18:38.923088Z","title":null,"venue":null,"work_id":"64358552-574d-4cf1-ba09-aa988be2b012","year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:35.983028Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:abbc051879f97404e3f98df4a5af81bf17045cf85b076022fc066af99d24354a","observation_id":"8c82342a-522f-47e6-b600-9f98cac4cad0","resolution":{"observed_at":"2026-08-07T14:18:39.047647Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.02485","last_updated":"2024-07-02T17:59:17Z","snapshot_observed_at":"2026-08-07T22:02:41.295637Z","submitted_at":"2024-07-02T17:59:17Z","title":"RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.02485","snapshot_observed_at":"2026-08-07T14:18:36.149751Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:36.149751Z"},"links":{"cited_paper":"/paper/2407.02485","citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:3b2785b45ce4b6de1435cf9d4b61c20f700025479d45254b583243517a3e3f0f","observation_id":"e9dabe04-1cc2-4f5a-9f78-2ea5ffd5f6d9","resolution":{"observed_at":"2026-08-07T14:18:36.149751Z","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":"2026-08-07T14:18:36.382931Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:36.382931Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:1f9e88da2dd607c710935dffd0a94728d1e13d5f05a3782a7ea61bb945acdb1d","observation_id":"4a53ef4b-6ec5-4f82-bc94-faac48c5881e","resolution":{"observed_at":"2026-08-07T14:18:36.382931Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.03210","last_updated":"2024-06-05T12:45:25Z","snapshot_observed_at":"2026-07-06T18:25:53.102819Z","submitted_at":"2024-06-05T12:45:25Z","title":"Text-like Encoding of Collaborative Information in Large Language Models for Recommendation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.03210","snapshot_observed_at":"2026-08-07T14:18:36.503482Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:36.503482Z"},"links":{"cited_paper":"/paper/2406.03210","citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:0b0a69a3012c5c6f332d7106fff9c195ae87619bf05d364376a25d560b552b53","observation_id":"61e0e34e-2c9c-40ba-97ae-91aff12efc63","resolution":{"observed_at":"2026-08-07T14:18:36.503482Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.19488","last_updated":"2025-06-14T15:45:48Z","snapshot_observed_at":"2026-07-06T16:40:28.142296Z","submitted_at":"2023-10-30T12:25:00Z","title":"CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.19488","snapshot_observed_at":"2026-08-07T14:18:36.672477Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:36.672477Z"},"links":{"cited_paper":"/paper/2310.19488","citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:c60608391fd84cf0cf3c9e31a843752b1605c7c984086da6ccff853d88dd39d4","observation_id":"d3f9b788-0258-4180-8933-c8917b36f02f","resolution":{"observed_at":"2026-08-07T14:18:36.672477Z","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":"2026-08-07T14:18:38.685902Z","title":null,"venue":null,"work_id":"09648fb5-c3b0-4826-b55f-efa205a361b1","year":2021},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:36.848166Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:2d3d58127d2278a78c79dced56535b5d427e8e3558fb4b8a603dee1e959fdcf2","observation_id":"2c7532fd-cea4-41fe-b4f8-51a35814670c","resolution":{"observed_at":"2026-08-07T14:18:38.797076Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T14:18:37.002550Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:37.002550Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:78a7c12cdbab3036f95637570f44c5f82528d99dfbf00ece8bf4abcce0dd352f","observation_id":"eff0a3c6-c6d0-4ed5-a191-227080a8a184","resolution":{"observed_at":"2026-08-07T14:18:37.002550Z","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":"2026-08-07T14:18:38.401205Z","title":null,"venue":null,"work_id":"cdb84a0b-1722-49d3-806c-4ded7e8f59aa","year":2019},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:37.113155Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:b5103c094e8d0d5d1e3682602b2e729cecc6f2b22091917710a66b0e8bf4c980","observation_id":"cd5ee69c-6136-40dc-bac7-a37fa2110654","resolution":{"observed_at":"2026-08-07T14:18:38.506037Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T14:18:38.165321Z","title":null,"venue":null,"work_id":"88e5e9fe-ca70-4105-b8d6-2a6fbb8b2dd8","year":2024},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:37.259810Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:080ca8bd9f065de9a8141c7a8a4f8f5bb5486f3984423ae49b20812ce71a7266","observation_id":"ddf39bb7-c5fd-4cc1-a498-520791f89a34","resolution":{"observed_at":"2026-08-07T14:18:38.253328Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T14:18:37.405415Z","title":"online\" 'onlinestring :=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:37.405415Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:0c26e69f06e37a629abe80a6e398025f6c2b74aaa1f7be41b821e44943dee247","observation_id":"32c95953-ef4e-4485-915c-2a0e0c8c4fd0","resolution":{"observed_at":"2026-08-07T14:18:37.405415Z","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":"2026-08-07T14:18:37.549373Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:37.549373Z"},"links":{"citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:5831667afcf5d0655ab7c949eb5964c64eff5c107f095be456be5d27165a10b8","observation_id":"5e4dfda8-1d8d-4bf9-9d4b-78647f31d591","resolution":{"observed_at":"2026-08-07T14:18:37.549373Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","latest_version":1,"primary_category":"cs.IR","snapshot_observed_at":"2026-08-07T22:17:22.145270Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach"},"reference_resolution":{"displayed":42,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":42,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":42},"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":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2505.19464."}