{"as_of":"2026-08-10T02:17:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:50e9e970792c9b405437eb58d2d05f5e42bd9c34984874021ca44e53dcbd59a0","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":"2026-08-06T18:07:39.437642Z","state":"measured"},{"denominator":44,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":44,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-11T19:14:13.105401Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-11T03:30:58.046488Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"cited_work":{"arxiv_id":"2507.09188","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2507.09188","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Retrieval-augmented recommen- dation explanation generation with hierarchical aggregation.arXiv preprint arXiv:2507.09188","venue":null,"work_id":"b823de3d-ab79-4f05-9780-c2da064ea203","year":null},"citing_paper":{"arxiv_id":"2605.07677","last_updated":"2026-05-08T12:47:39Z","snapshot_observed_at":"2026-07-06T23:20:01.856093Z","submitted_at":"2026-05-08T12:47:39Z","title":"TRACE: Tourism Recommendation with Accountable Citation Evidence","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-11T02:27:26.082625Z"},"links":{"cited_paper":"/paper/2507.09188","citing_paper":"/paper/2605.07677"},"observation_digest":"sha256:7155710664836b7219367e0875935543d13592cd7ce8c9abb4cb55fd0e394e73","observation_id":"3a82babb-7777-4300-9c5e-3306d0d91982","resolution":{"observed_at":"2026-05-11T03:30:58.049309Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.09188","snapshot_observed_at":"2026-07-11T19:14:13.105401Z","title":"arXiv preprint arXiv:2507.09188 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04433","last_updated":"2026-07-05T17:55:05Z","snapshot_observed_at":"2026-08-04T17:53:26.891888Z","submitted_at":"2026-07-05T17:55:05Z","title":"Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-07-11T19:14:13.105401Z"},"links":{"cited_paper":"/paper/2507.09188","citing_paper":"/paper/2607.04433"},"observation_digest":"sha256:edad7d09d87da8869a3ca3748d94999ba2f211877eb423ed5d4b274be2fdaa3b","observation_id":"85a7aac5-e4ec-47e1-ba97-801669c531c5","resolution":{"observed_at":"2026-07-11T19:14:13.105401Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2507.09188/citation-record","integrity":"/paper/2507.09188/integrity","json":"/paper/2507.09188/citation-record.json","paper":"/paper/2507.09188"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:46.795632Z","title":"Herlocker, and John Riedl","venue":null,"work_id":"0ef88a0e-06f6-4334-ad16-d1660206c6a8","year":1998},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:36.125995Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:b24ebed0b9918a1d834b70dc64b43a2dfb5139ddd3147c8116417f0b331b6c51","observation_id":"12722ae3-8e17-42a3-aa2c-2351f2b56636","resolution":{"observed_at":"2026-08-06T18:07:46.861080Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:46.587335Z","title":"A survey on accuracy-oriented neural recommendation: From collaborative filtering to information-rich recommendation.IEEE Trans","venue":null,"work_id":"d9164e44-0d08-4ce9-bb05-157d00866c72","year":2023},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:36.163506Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:adfb9250c2f3caf50bbb8ca514cbeb4931548589d9e5e7cf52ff0d25468d2733","observation_id":"1117446a-6e75-4a49-a4ee-98d99aad4ff0","resolution":{"observed_at":"2026-08-06T18:07:46.694530Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:46.377826Z","title":"Recommender Systems Handbook","venue":null,"work_id":"1772e4fa-a04e-49a5-be47-4291086f59b1","year":2022},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:36.262810Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:202bdbfe1e2485981adeb6b51646e13fb1a754f783c63a1f4763c9ee2a60be55","observation_id":"6a271cf5-3965-4863-80ab-cdb6c4db78da","resolution":{"observed_at":"2026-08-06T18:07:46.484287Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:46.245013Z","title":"Explainable recommendation: A survey and new perspectives","venue":null,"work_id":"47042c67-ef3c-4875-bf0d-c591d1be4e22","year":2020},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:36.356536Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:55ee3fe4f3074221a96fb98592755c6202e5dc492be71de7479729bcc0584f79","observation_id":"384064a2-0077-4364-adbc-fce201f942fb","resolution":{"observed_at":"2026-08-06T18:07:46.314166Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:46.056619Z","title":"A comparative analysis of text-based explainable recommender systems","venue":null,"work_id":"9d9982a7-8760-4129-9f1e-bdc0a37cf8e6","year":2024},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:36.420942Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:c78c14d15e120647ee3bd6aaf06ed4b6d9e443ee6a4161492f105f30307e6af2","observation_id":"fc5c3c62-e12d-4161-bb0c-123443ae3d9c","resolution":{"observed_at":"2026-08-06T18:07:46.137404Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:45.896272Z","title":"Neural rating regression with abstractive tips generation for recommendation","venue":null,"work_id":"b095d5ac-733c-4525-aca6-6a7fcedf0752","year":2017},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:36.495759Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:2e285138b4570df22f421dee4a97640068d4285927b752d749b16bec280b1f25","observation_id":"75272e8d-c34b-42d2-b4e0-babd9fa41dd8","resolution":{"observed_at":"2026-08-06T18:07:45.962067Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:45.741841Z","title":"Graph-based extractive explainer for recommen- dations","venue":null,"work_id":"98f7300b-4751-49fa-8b76-ad944fd712d8","year":2022},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:36.571935Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:254a80f1fcd595a31e295857b7e622d003dba47c54b3448f8d29225e69249d3f","observation_id":"47d7ec2d-8c7a-45a2-928d-15f1f4b8c8c8","resolution":{"observed_at":"2026-08-06T18:07:45.826327Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:45.484196Z","title":"Unsupervised extractive summarization-based representations for accurate and explainable collaborative filtering","venue":null,"work_id":"9e5a005e-0941-4aaf-acd4-abf2affb0eb2","year":2021},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:36.750305Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:17b743ea1ce7bab3a38ee735c57ae8552d4ea2cbb8973bd92f1d79062e52cc8e","observation_id":"64045c94-97d2-43b0-84d1-03f00284d94c","resolution":{"observed_at":"2026-08-06T18:07:45.560447Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:45.310801Z","title":"Recexplainer: Aligning large language models for explaining recommendation models","venue":null,"work_id":"56c0ca01-7886-4e17-9ab2-4d567a7aea88","year":2024},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:36.845675Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:d862a46013e9b47a57558f21ee8df5c6005c75327425a6a1279b8f7f2befa93e","observation_id":"b7774702-07e0-4727-b0bc-25c3dae6d863","resolution":{"observed_at":"2026-08-06T18:07:45.409146Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:45.162914Z","title":"Xrec: Large language models for explainable recommendation","venue":null,"work_id":"66c5d528-1d74-4451-a238-31db556338ed","year":2024},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:36.946751Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:f4e02d5ce42bf15687ec7c74579bdbab70eb3eb4379a8af475526d8e6735f34c","observation_id":"950299eb-bdfb-44ff-9a6c-0c4e8c9bbdce","resolution":{"observed_at":"2026-08-06T18:07:45.250048Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:44.995343Z","title":"G-refer: Graph retrieval-augmented large language model for explainable recommendation","venue":null,"work_id":"de514208-af88-4826-be58-5aee28a4be8e","year":2025},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:37.074626Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:8eeb0e44cf5fbaf8e88301e82169f893aa80b88e475f2eb36a45623274ece251","observation_id":"e98f9f54-ef1a-42f1-841b-5b673c604173","resolution":{"observed_at":"2026-08-06T18:07:45.088670Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:44.795262Z","title":"Graph neural networks in recom- mender systems: A survey","venue":null,"work_id":"4ed63fe9-9b29-467b-b8ae-ccd8976561bd","year":2023},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:37.129894Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:49f57239199bae930eea2e7aedccf877939f280e19b030d7d6d22874933e9609","observation_id":"24f477cc-781f-4274-877a-4b77736ab715","resolution":{"observed_at":"2026-08-06T18:07:44.901566Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:44.636167Z","title":"Lightgcn: Simplifying and powering graph convolution network for recommendation","venue":null,"work_id":"473a01eb-74a3-4a5d-8bbd-a5d7f809bedc","year":2020},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:37.209274Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:5e6e703ce8cff0cbaf137a71e5861bde964819adb04885dd783ad11571d3cbcc","observation_id":"00ac7f5f-306d-4ab9-bb24-48c108ab7f78","resolution":{"observed_at":"2026-08-06T18:07:44.681570Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:44.473483Z","title":"Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang","venue":null,"work_id":"8baf5cf6-2467-4b37-91c0-005154d3b9c0","year":2024},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:37.254017Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:f9a79677e8f75b384d0d67822b494f5bd46685f54ac04c5f487be4f3090b8999","observation_id":"d42d7ae9-18da-420a-9e7a-b1ef40230eb1","resolution":{"observed_at":"2026-08-06T18:07:44.534857Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:44.308257Z","title":null,"venue":null,"work_id":"b5aa31be-6102-4ef6-845e-0d63ca658fe6","year":2022},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:37.295808Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:de91b57d4ac579985073e85270504e37962b635a5eec61dc3eacea91123f9a94","observation_id":"6934ed32-4077-4b79-b479-41c4eb525f61","resolution":{"observed_at":"2026-08-06T18:07:44.378610Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:44.169546Z","title":"Personalized showcases: Generating multi-modal explanations for recommendations","venue":null,"work_id":"ac72a0d9-cafb-4acf-b76c-3078e46c8d2a","year":2023},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:37.345276Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:2fd8c487948cb28b221940ebe7f448fd07aaf3cdedfe4b67c04947130dace717","observation_id":"0f27550c-c540-4ed6-9d75-7076f33df060","resolution":{"observed_at":"2026-08-06T18:07:44.225613Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.04048","last_updated":"2023-10-24T14:56:51Z","snapshot_observed_at":"2026-08-09T18:28:11.916444Z","submitted_at":"2023-03-07T16:57:20Z","title":"Is ChatGPT a Good NLG Evaluator? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.04048","snapshot_observed_at":"2026-08-06T18:07:37.408102Z","title":"Is chatgpt a good NLG evaluator? A preliminary study","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:37.408102Z"},"links":{"cited_paper":"/paper/2303.04048","citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:1591f168bb39aff0a8879e463bdd91c4d3a6e644b226281b3762815667e39818","observation_id":"61ca4b3c-b906-4721-b1d8-51e7392ce5bf","resolution":{"observed_at":"2026-08-06T18:07:37.408102Z","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":"2026-08-06T18:07:37.473029Z","title":"Weinberger, and Yoav Artzi","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:37.473029Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:5f651a4346bf299cba903e48a0589c78bb4d6b8116bd1278dfa069750ba0fa09","observation_id":"752ed90b-0def-4937-9f1d-c663cda97cfe","resolution":{"observed_at":"2026-08-06T18:07:37.473029Z","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":"2026-08-06T18:07:44.016218Z","title":"Learning to generate product reviews from attributes","venue":null,"work_id":"4ef69cd4-97bf-4d09-94f8-29eaa833c154","year":2017},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:37.534732Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:b718c47e2cd22e5709f9d240c7b493d006b2bd449918786cef1d4cd271426d9a","observation_id":"19a97fc2-e400-4f45-9951-840ed1bd9af0","resolution":{"observed_at":"2026-08-06T18:07:44.076259Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:45.618960Z","title":"Personalized transformer for explainable recommenda- tion","venue":null,"work_id":"06b2bf21-6a96-4962-9238-a6b920d009c4","year":2021},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:37.592995Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:f86ade82565da4677af8a8ac8d41ddb246f7a6f77cd1a8878b719e982f3641d0","observation_id":"ce17c7fe-47ea-4476-ad9b-bc7bf0b0c37a","resolution":{"observed_at":"2026-08-06T18:07:45.668929Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:43.842950Z","title":"Personalized prompt learning for explainable recommen- dation","venue":null,"work_id":"24fe0777-b67a-4420-b1aa-50dcc5cb8846","year":2023},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:37.662428Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:175ce077514565b2495fa90c85eb54ca8e0f0bae244c299995249f12d740afe5","observation_id":"83f733ae-d1d7-49d9-9c56-682fd1d945be","resolution":{"observed_at":"2026-08-06T18:07:43.916639Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.03728","last_updated":"2023-04-07T16:47:49Z","snapshot_observed_at":"2026-07-06T15:13:25.115722Z","submitted_at":"2023-04-07T16:47:49Z","title":"Interpretable Unified Language Checking","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.03728","snapshot_observed_at":"2026-08-06T18:07:37.723899Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:37.723899Z"},"links":{"cited_paper":"/paper/2304.03728","citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:4b004c655ee6909ddecfb692c84c81606aa54b6329442b2bb72355a3b500f924","observation_id":"7151b179-662f-4dc4-b58d-4da94b05b144","resolution":{"observed_at":"2026-08-06T18:07:37.723899Z","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":"2026-08-06T18:07:43.635898Z","title":"Towards self-explaining sequence-aware recommendation","venue":null,"work_id":"4cf65685-43e3-4c3a-8025-f85e217d2321","year":2023},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:37.781419Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:e0e843eb0dad8621978d9c0418afb241becd92ca0743c1a586760554883ffcd2","observation_id":"fdd0b48e-d8e1-49f7-befc-dd629b804807","resolution":{"observed_at":"2026-08-06T18:07:43.762539Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:43.304925Z","title":"Explainable recommendation with personalized review retrieval and aspect learning","venue":null,"work_id":"4383a5b2-a8bb-40ef-be7f-a75174e85206","year":2023},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:37.849022Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:a4c285e492f749f7860cef5e29d18a47d2eedd7962fdb324efed7b4babdc00e0","observation_id":"6439e996-6258-4798-8221-afc43dd6e485","resolution":{"observed_at":"2026-08-06T18:07:43.474097Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:43.025299Z","title":null,"venue":null,"work_id":"080ed659-eb34-4e53-b95f-dd26200d323f","year":2023},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:37.905714Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:5dd9d209709b833be2d6f1f3b25996abf8788e3182c9f54759de4da312d14ce8","observation_id":"233d87cb-89e5-4131-a446-3241ac9a95b2","resolution":{"observed_at":"2026-08-06T18:07:43.164909Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:42.777827Z","title":"Prompt distillation for efficient llm-based recommenda- tion","venue":null,"work_id":"e84d3e85-dea4-41b7-a6bd-b5f2d1571f11","year":2023},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:37.956455Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:c40d8c801e1ba67f5a594c821303fd5ce737e8cd382919e00efea8d8db40c4da","observation_id":"a1b4e800-e658-4642-98b7-b297fdbbcbfe","resolution":{"observed_at":"2026-08-06T18:07:42.898483Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:42.535107Z","title":"In-context retrieval-augmented language models","venue":null,"work_id":"62e8bc18-b0f4-45ba-b014-efd43dd0f48c","year":2023},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:38.019997Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:317757fa6898500876fa3ca55006aa8b68c57678c09bc54561a27533ca03d65a","observation_id":"e4d4e446-df3b-40ef-bcbe-0fb71852493c","resolution":{"observed_at":"2026-08-06T18:07:42.641965Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:42.326145Z","title":"Self-knowledge guided retrieval augmentation for large language models","venue":null,"work_id":"0c17c753-e7f1-4e2a-bb82-9ec658644d6c","year":2023},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:38.105284Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:fd45cd023595bd94e30538c6ba36bd16fd907e57c2506783b918d3909704f4e3","observation_id":"d08e1771-0537-41b5-869d-0247510f93c7","resolution":{"observed_at":"2026-08-06T18:07:42.420488Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:42.049562Z","title":"Precise zero-shot dense retrieval without relevance labels","venue":null,"work_id":"d83611c6-8d73-4107-be2e-41555a9f13ad","year":2023},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:38.183209Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:cea24f3a0372a1bb7b77cc184de76643b7a8eacd119d2d942cdd0a062b57113f","observation_id":"9ab3b5a3-d11c-475e-8605-6c7941377a8e","resolution":{"observed_at":"2026-08-06T18:07:42.206501Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:41.870098Z","title":"Directly","venue":null,"work_id":"3c8e3330-5bc4-4eb6-998d-4e15fadd5e8a","year":2025},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:38.258903Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:ac884439bd705682b04922c27a27ce992636eb4b56d1b8d072242002d0199c4e","observation_id":"a4f6dd2f-5408-4946-bd50-587e44e92300","resolution":{"observed_at":"2026-08-06T18:07:41.948607Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:41.700403Z","title":"name\": \"the name of the business","venue":null,"work_id":"f643d37f-1947-4f16-bd96-c7a8c786b1ef","year":null},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:38.333625Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:06784cc60c1562bff5da8dfedc97818cef364db1fe58c162ec3b84a4d2f6cdfa","observation_id":"e14851d2-dd43-4d32-ad3b-c54f42cfd91a","resolution":{"observed_at":"2026-08-06T18:07:41.786270Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:41.526175Z","title":"the first review","venue":null,"work_id":"aee82a9d-600a-4f95-a4a7-9828d00bb9ec","year":null},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:38.399800Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:ac613bfadb146120a67e91745a48b1ba9eeeb63e6bc54ba18c4349337eca46cf","observation_id":"636b9358-aecd-4481-ad0f-43d253bd361d","resolution":{"observed_at":"2026-08-06T18:07:41.591504Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:41.241290Z","title":"USER REVIEWS: a List object containing some reviews from users about the business","venue":null,"work_id":"de60b8e5-cd5f-4d74-8c85-16cbc212389a","year":null},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:38.453556Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:1a4bdc74b55d81e667e46114a82752b26b16b06e076cfd7dc6b663104157f859","observation_id":"b42dc622-822b-499a-8f6a-16c3651bd6cd","resolution":{"observed_at":"2026-08-06T18:07:41.365814Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:41.082578Z","title":"summarization","venue":null,"work_id":"44f55b65-57e3-4fa4-b765-dc7a81bf6f70","year":null},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:38.566866Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:84a23feafff4db7fff755ab57c8d39999a51242f9f34f0eedee267d434c751d2","observation_id":"4aa75d7d-c825-4484-9c1c-386c0f75a043","resolution":{"observed_at":"2026-08-06T18:07:41.146905Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:40.655158Z","title":"summarization","venue":null,"work_id":"ac930191-6e8d-4e56-8151-2ce191756f9c","year":null},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:38.763299Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:f89fc016888d91c61424bedc3a3ba83b273f4ad2ba15dda26beff17970c948f0","observation_id":"642224a1-cbc1-4efe-b95f-52d46b57b002","resolution":{"observed_at":"2026-08-06T18:07:40.806103Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:40.479601Z","title":"title\":","venue":null,"work_id":"f210df9f-62d8-4f89-96ec-e9f008b57823","year":null},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:38.863665Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:13555c371d22f283d05e5227dd078ff13d8a3f4b635587b4ae4bc63ff7d8eabc","observation_id":"90a93c7c-2164-4bcd-a6b6-edd01830dec3","resolution":{"observed_at":"2026-08-06T18:07:40.573630Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:40.315451Z","title":"Requirements:","venue":null,"work_id":"77262845-273b-4558-9191-d3649aa669a6","year":null},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:38.970538Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:9e13ad21b2d515860c7e701869a84f2f2ac97479766cb34d7186a5265e2974e5","observation_id":"62e2bcc0-bf1b-44c9-9e36-a57cf09ce5f2","resolution":{"observed_at":"2026-08-06T18:07:40.389004Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:40.123256Z","title":"summarization","venue":null,"work_id":"9618e5e9-aa91-4a67-8202-0bbfc15a28c0","year":null},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:39.072273Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:8be5f3602121d737b0057a8335a5bcd9e768088d34d54d55934e821ec3496962","observation_id":"ed05a48b-8715-48fc-bf3e-6ae5c3ab792a","resolution":{"observed_at":"2026-08-06T18:07:40.193475Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:40.897478Z","title":"summarization","venue":null,"work_id":"3ab03ea9-daa6-4814-9c98-230f225f6b2c","year":null},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:39.151596Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:16ba6b8c2f39f30a5e1b4a2600c33807338a48f93617c1d9a7f6982f595d3d44","observation_id":"c792a964-df6b-4493-9b14-4f942797e006","resolution":{"observed_at":"2026-08-06T18:07:40.967219Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:39.975257Z","title":"summarization","venue":null,"work_id":"b75c2bfc-166a-41ca-87b5-4cbaf69299f2","year":null},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:39.261075Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:a13ed8544fccd5fcb9f7766ef2d02212a364c4d96f300ac2022d408639456ea1","observation_id":"9484327a-a360-4c88-a935-481dfb373a39","resolution":{"observed_at":"2026-08-06T18:07:40.053493Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:39.786218Z","title":null,"venue":null,"work_id":"d28ddae6-2334-4d31-829e-101e037c5131","year":null},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:39.371793Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:55fe9d8d4f946cf3034a456c9f3488bf866255ccd0abc69bad58c2baddf198b2","observation_id":"9dd06fdd-3230-43a9-b27e-3320ba2f85f4","resolution":{"observed_at":"2026-08-06T18:07:39.854258Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:07:39.642725Z","title":"high quality seafood and steak","venue":null,"work_id":"2960ceb6-1024-41c6-8228-e0b55d7d582e","year":null},"citing_paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-06T18:07:39.437642Z"},"links":{"citing_paper":"/paper/2507.09188"},"observation_digest":"sha256:1e6c8c1b67c872977961461dcfbc7e6fb9aaf640331c3133a96163d7a5fe8857","observation_id":"1706f2ee-aa55-4cd0-8cde-97ceb13a72af","resolution":{"observed_at":"2026-08-06T18:07:39.711296Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.09188","last_updated":"2025-07-12T08:15:05Z","latest_version":1,"primary_category":"cs.IR","snapshot_observed_at":"2026-08-09T18:29:25.455292Z","submitted_at":"2025-07-12T08:15:05Z","title":"Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation"},"reference_resolution":{"displayed":42,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":6,"verified_exact":0,"verified_fuzzy":36},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 2 inbound Pith citation observations for arXiv:2507.09188."}