{"as_of":"2026-08-16T23:49:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:8391f73298e55cdd580343ba682809cfaf04e33da0a0c5b1b2a454db46f1dc17","coverage":[{"denominator":58,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":58,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-16T12:09:21.502569Z","state":"measured"},{"denominator":59,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":59,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-16T06:30:59.297886+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-18T15:19:41.337259Z","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":"2026-05-18T15:21:32.850226Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"cited_work":{"arxiv_id":"2504.13643","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2504.13643","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"39588e04-d78d-4d69-8041-2325fe12dfb9","year":2017},"citing_paper":{"arxiv_id":"2509.17459","last_updated":"2025-09-22T07:53:59Z","snapshot_observed_at":"2026-07-06T22:30:26.679189Z","submitted_at":"2025-09-22T07:53:59Z","title":"PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-18T15:19:41.337259Z"},"links":{"cited_paper":"/paper/2504.13643","citing_paper":"/paper/2509.17459"},"observation_digest":"sha256:1afbb355e14f8a12d6b004fb544061778d3c9f25c560da51c4df48fa8bad2af1","observation_id":"16d79b56-b573-4151-9374-1b9d5cea3f97","resolution":{"observed_at":"2026-05-18T15:21:32.852301Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2504.13643/citation-record","integrity":"/paper/2504.13643/integrity","json":"/paper/2504.13643/citation-record.json","paper":"/paper/2504.13643"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"1607.00070","last_updated":"2016-06-30T22:51:00Z","snapshot_observed_at":"2026-08-14T21:50:18.977514Z","submitted_at":"2016-06-30T22:51:00Z","title":"A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1607.00070","snapshot_observed_at":"2026-08-16T12:09:21.259336Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.259336Z"},"links":{"cited_paper":"/paper/1607.00070","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:db33d50832b6ce5c0166c401414b4d37f12b60b2bab5d5edb96a9b8c88ac6cb4","observation_id":"78fe8d7c-f877-4944-92a3-a9f625b84583","resolution":{"observed_at":"2026-08-16T12:09:21.259336Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2302.04023","last_updated":"2023-11-28T09:01:12Z","snapshot_observed_at":"2026-08-07T14:17:12.140094Z","submitted_at":"2023-02-08T12:35:34Z","title":"A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.04023","snapshot_observed_at":"2026-08-16T12:09:21.263902Z","title":"Do, Yan Xu, and Pascale Fung","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.263902Z"},"links":{"cited_paper":"/paper/2302.04023","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:7fdadf26d8c8562124c33f41ef1be0415b1973fec3351d3e151bc1f5bc4c4669","observation_id":"3d5d9cb9-d9fa-4db8-91cd-70c149a582fa","resolution":{"observed_at":"2026-08-16T12:09:21.263902Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.18231","last_updated":"2024-10-09T12:11:15Z","snapshot_observed_at":"2026-08-16T13:57:11.765612Z","submitted_at":"2024-04-28T15:56:41Z","title":"From Persona to Personalization: A Survey on Role-Playing Language Agents","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.18231","snapshot_observed_at":"2026-08-16T12:09:21.267883Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.267883Z"},"links":{"cited_paper":"/paper/2404.18231","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:d6dcf9ec95b0f2ae04bac6837cb4272d2a7bc5cfc49870225b206db4c718222f","observation_id":"62e284e2-a306-4709-a3a4-0a1960d48c9b","resolution":{"observed_at":"2026-08-16T12:09:21.267883Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.11484","last_updated":"2025-01-10T02:18:01Z","snapshot_observed_at":"2026-08-16T13:33:52.135139Z","submitted_at":"2024-07-16T08:20:39Z","title":"The Oscars of AI Theater: A Survey on Role-Playing with Language Models","version":9},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.11484","snapshot_observed_at":"2026-08-16T12:09:21.272014Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.272014Z"},"links":{"cited_paper":"/paper/2407.11484","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:f602c17582377a640c33d5755b2d6323cd66bc45f347cc4a97af9eeab9ea5271","observation_id":"43d6746c-f571-48be-9815-27b51edc7db0","resolution":{"observed_at":"2026-08-16T12:09:21.272014Z","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":"2026-08-16T12:09:21.276360Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.276360Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:a4640a8be192db9ffda9da793f0b0b2bc86f152ce01458814d869396b5596402","observation_id":"0b8fbec6-aaaf-47c9-9cd5-96ca6cef6aaa","resolution":{"observed_at":"2026-08-16T12:09:21.276360Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T12:09:22.427140Z","title":null,"venue":null,"work_id":"eab3ff21-0362-4c8c-9461-18035e691f72","year":2018},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.281008Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:3ce9d4f9bde53522816393ce8f4db0c3c946fb07e8ba2301ed95842ff3788da6","observation_id":"1996acd7-61dd-4b47-82d6-b9bba5c71e55","resolution":{"observed_at":"2026-08-16T12:09:22.432536Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-16T12:09:22.415392Z","title":"Le, and Lizi Liao","venue":null,"work_id":"d99adc3d-e61c-40a5-83b2-ff3abb6e2ff8","year":2024},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.285055Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:67d9b2061cb32efd206af6b548bd42d0a236b0dcd2a92162f8de2c681f4330e5","observation_id":"ed0372c8-71ed-4b0d-9290-51bd5be89ecc","resolution":{"observed_at":"2026-08-16T12:09:22.419647Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.13626","last_updated":"2023-10-14T06:36:05Z","snapshot_observed_at":"2026-08-16T17:16:28.145333Z","submitted_at":"2023-05-23T02:49:35Z","title":"Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.13626","snapshot_observed_at":"2026-08-16T12:09:21.288981Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.288981Z"},"links":{"cited_paper":"/paper/2305.13626","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:487eeb47e6a3841f2e25b8d8c2151660e159813cecca0380131e2c56d3f4fe0e","observation_id":"17d09f58-2aa3-4d85-a0a6-ed3c4aeefa8d","resolution":{"observed_at":"2026-08-16T12:09:21.288981Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.00262","last_updated":"2024-03-11T08:30:31Z","snapshot_observed_at":"2026-08-16T14:46:59.545614Z","submitted_at":"2023-11-01T03:20:16Z","title":"Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.00262","snapshot_observed_at":"2026-08-16T12:09:21.292673Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.292673Z"},"links":{"cited_paper":"/paper/2311.00262","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:e517644e844975be579fac7a5476cd5d09f42758bddd3d7564f2ec9ab957f11d","observation_id":"b10a98dd-1734-43d0-b909-5340e8e7b154","resolution":{"observed_at":"2026-08-16T12:09:21.292673Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2105.05233","last_updated":"2021-06-01T17:49:49Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2021-05-11T17:50:24Z","title":"Diffusion Models Beat GANs on Image Synthesis","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2105.05233","snapshot_observed_at":"2026-08-16T12:09:21.296929Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.296929Z"},"links":{"cited_paper":"/paper/2105.05233","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:5cd10a6f461411c43f89c76cdf08137686ff6c14bcd10846101f8af2d16a0315","observation_id":"3967e376-51ce-47db-9c84-e8bc8b95d165","resolution":{"observed_at":"2026-08-16T12:09:21.296929Z","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":"2026-08-16T12:09:22.404552Z","title":null,"venue":null,"work_id":"3538fcaf-74fc-4aaf-a463-b253dbcb3bc0","year":null},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.301227Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:de1326bfcdc30fe6806c19fe00ab7e9ac72570f2b0b13a9c27d3abbbe021ae5e","observation_id":"965e2ded-bb54-4e81-bb28-dd89a3721ca0","resolution":{"observed_at":"2026-08-16T12:09:22.408995Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.10142","last_updated":"2023-05-17T11:55:32Z","snapshot_observed_at":"2026-08-16T15:32:22.876032Z","submitted_at":"2023-05-17T11:55:32Z","title":"Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.10142","snapshot_observed_at":"2026-08-16T12:09:21.313161Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.313161Z"},"links":{"cited_paper":"/paper/2305.10142","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:dfc70d24dc443763961cfb538330b5134dc3ad22ccd429d8f6bf2a74f7cb332c","observation_id":"166506f5-c1f3-4d24-a1b8-e4961b5c8210","resolution":{"observed_at":"2026-08-16T12:09:21.313161Z","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":"2026-08-16T12:09:21.317564Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.317564Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:78fca965c7fe0f5bf343e5a4462a4e126de6daf54aff7562a266f249d04d73cd","observation_id":"a9160b9c-096b-4f2b-b735-9fa71c7a27b2","resolution":{"observed_at":"2026-08-16T12:09:21.317564Z","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":"2026-08-16T12:09:21.322289Z","title":"Goldberg","venue":null,"work_id":null,"year":1992},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.322289Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:6591985ac33d99246180009e0e308b40b43bc654fba4bb9fdd8ae7f222e193d0","observation_id":"de0550b7-c47e-451d-bc50-143967016920","resolution":{"observed_at":"2026-08-16T12:09:21.322289Z","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":"2026-08-16T12:09:22.394624Z","title":null,"venue":null,"work_id":"65c683af-c7a9-4d59-9501-d7ba4b207cb9","year":2024},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.326427Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:a0972592cdb4b7914ac988a2266c4c504e2868358ce33d4d91fe7bee1ffc2b6a","observation_id":"d46621f9-79e0-49d8-a748-fa0fe4b3a3a6","resolution":{"observed_at":"2026-08-16T12:09:22.397894Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1803.10122","last_updated":"2018-05-09T09:06:27Z","snapshot_observed_at":"2026-08-15T13:04:28.651186Z","submitted_at":"2018-03-27T15:08:55Z","title":"World Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1803.10122","snapshot_observed_at":"2026-08-16T12:09:21.329895Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.329895Z"},"links":{"cited_paper":"/paper/1803.10122","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:b951bf27ad959b799143f49560a21c3a093089c551bdba6605f210732284c691","observation_id":"8cf32942-221a-486f-beb2-9a351ef31cb5","resolution":{"observed_at":"2026-08-16T12:09:21.329895Z","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":"2026-08-16T12:09:22.383898Z","title":null,"venue":null,"work_id":"5e95622a-ff02-44a0-a751-f114ddbc60d8","year":null},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.335079Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:1f52a68d8f889eafd920afc59590cc95a0e340d90d4ce829e0e9c55d203762ce","observation_id":"14b2e2af-85f6-492d-b04a-ce178ae0ce06","resolution":{"observed_at":"2026-08-16T12:09:22.387462Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.14584","last_updated":"2024-12-19T07:06:01Z","snapshot_observed_at":"2026-08-16T17:04:07.207185Z","submitted_at":"2024-12-19T07:06:01Z","title":"Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues","version":1},"cited_work":{"arxiv_id":"2412.14584","doi":null,"metadata_source":"pith","pith_arxiv_id":"2412.14584","snapshot_observed_at":"2026-08-16T12:09:21.895555Z","title":"Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues","venue":"cs.CL","work_id":"784f86fc-e52d-4eea-96dc-909e4ac534fa","year":2024},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.342674Z"},"links":{"cited_paper":"/paper/2412.14584","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:4d25bde6ff5e0c336cb025c07b08ffa9abfa63126a464c2d6a6ebf80ae2cc2d9","observation_id":"d3cfbf2c-a819-4912-a817-4c2e5a620a7f","resolution":{"observed_at":"2026-08-16T12:09:21.900870Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.05374","last_updated":"2024-06-08T06:52:47Z","snapshot_observed_at":"2026-08-16T13:44:57.861960Z","submitted_at":"2024-06-08T06:52:47Z","title":"Planning Like Human: A Dual-process Framework for Dialogue Planning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.05374","snapshot_observed_at":"2026-08-16T12:09:21.338811Z","title":"ArXiv abs/2406.05374 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.338811Z"},"links":{"cited_paper":"/paper/2406.05374","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:1a41e794ccadc017b976f894e29d64b4bb0bea5e1c4496abbc5a2eb3a6d37f6c","observation_id":"deb33ea5-b9be-446c-a739-abff7d449c3e","resolution":{"observed_at":"2026-08-16T12:09:21.338811Z","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":"2026-08-16T12:09:22.373729Z","title":"Campbell, K","venue":null,"work_id":"8a0ccc7f-23ee-4395-82a8-729619b90b29","year":null},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.351517Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:658c11443f3903ffd1089157c877026f2884ba8226d0817a20170e13d5010b07","observation_id":"9e635c38-532e-4f9a-b4cd-f3dd91eccc19","resolution":{"observed_at":"2026-08-16T12:09:22.377222Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2006.11239","last_updated":"2020-12-16T21:15:05Z","snapshot_observed_at":"2026-08-10T05:21:27.485481Z","submitted_at":"2020-06-19T17:24:44Z","title":"Denoising Diffusion Probabilistic Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2006.11239","snapshot_observed_at":"2026-08-16T12:09:21.346487Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.346487Z"},"links":{"cited_paper":"/paper/2006.11239","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:d758bccc73316ccf0d6dd9320d2477a6bc24dca141fdc35bf12c3985b36b4a22","observation_id":"ff63b623-855f-428e-a94d-e0848033c5ed","resolution":{"observed_at":"2026-08-16T12:09:21.346487Z","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":"2026-08-16T12:09:22.361439Z","title":null,"venue":null,"work_id":"43df75bf-e4a2-41f6-801e-7cfa70a53b77","year":2022},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.363662Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:207ee9b71581b5f44924ee13333ab7a034c455ee4c878dcada2bb0390d483344","observation_id":"64225eff-e7a7-4976-bd72-3aaa116d36bf","resolution":{"observed_at":"2026-08-16T12:09:22.365723Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-16T12:09:22.349832Z","title":"Li, Hasan Hammoud, Hani Itani, Dmitrii Khizbullin, and Bernard Ghanem","venue":null,"work_id":"00796e0b-7e56-4583-9bef-bb6622076faf","year":null},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.368447Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:eacf63084b97d3231d7873e71db49bf06459bc65ee38198b9100123cd13b4dea","observation_id":"ce526d19-cbb2-4b73-90a3-e5ce535322fb","resolution":{"observed_at":"2026-08-16T12:09:22.354095Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-16T12:09:21.358963Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.358963Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:1718e380d4e348354f43e667e3f64d302905755d6f0f0e2cccafa4cb6a8edd9b","observation_id":"163c4717-bc2b-4362-a985-d889bfba0518","resolution":{"observed_at":"2026-08-16T12:09:21.358963Z","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":"2026-08-16T12:09:22.337933Z","title":null,"venue":null,"work_id":"fb01d83d-d21c-4079-9383-514566f78083","year":2024},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.381626Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:78e414d7732ebfc5283ce4b176dabfb50c6f9039aff912ca3801bd70eb5aca50","observation_id":"7392a623-9a74-4a00-bacd-3de92a36f94b","resolution":{"observed_at":"2026-08-16T12:09:22.341953Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2208.10817","last_updated":"2022-08-23T09:01:17Z","snapshot_observed_at":"2026-08-16T16:37:29.411063Z","submitted_at":"2022-08-23T09:01:17Z","title":"GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers","version":1},"cited_work":{"arxiv_id":"2208.10817","doi":null,"metadata_source":"pith","pith_arxiv_id":"2208.10817","snapshot_observed_at":"2026-08-16T12:09:21.788028Z","title":"GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers","venue":"cs.CL","work_id":"50d78958-93ce-401b-960a-66464858c8f0","year":2022},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.385651Z"},"links":{"cited_paper":"/paper/2208.10817","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:a00b90f7ec1bbcf2c7ed778ff5667efcc5e976cc76f2fcff29ab64086162de4b","observation_id":"6d450bfa-f34c-4363-810e-e8f91cae75a9","resolution":{"observed_at":"2026-08-16T12:09:21.792254Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-16T12:09:22.325406Z","title":null,"venue":null,"work_id":"56cbd27b-3a3b-4da4-ab4a-01b7952294d3","year":2021},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.389706Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:ab8c9d0a53aa80ba092d517437cc226efac6d40b34ba5885c2232b67fb6e4ee9","observation_id":"41e18137-6ec7-493b-9c43-ff062f3db268","resolution":{"observed_at":"2026-08-16T12:09:22.330077Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"document/7078593","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T12:09:21.847619Z","title":"Williams","venue":null,"work_id":"e666f8ae-6689-4d7f-852c-521a14b337f1","year":2014},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.377550Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:0ec3c565439b5bf1870648fe3ab158b36fbe6b6b0ec469ce241be5156edbeffb","observation_id":"32f3a1db-1b14-4b1d-98f4-4fa5f6f61097","resolution":{"observed_at":"2026-08-16T12:09:21.853864Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2401.12474","last_updated":"2024-01-23T03:56:22Z","snapshot_observed_at":"2026-08-16T14:25:21.107239Z","submitted_at":"2024-01-23T03:56:22Z","title":"Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.12474","snapshot_observed_at":"2026-08-16T12:09:21.397906Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.397906Z"},"links":{"cited_paper":"/paper/2401.12474","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:9fea1946fa3f2fe8b179d4d98e70692a770c05794795623adb9da3589ee32eb1","observation_id":"87f8e0ab-ff0e-4cd1-ab4f-7b41facac3cf","resolution":{"observed_at":"2026-08-16T12:09:21.397906Z","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":"2026-08-16T12:09:21.402349Z","title":null,"venue":null,"work_id":null,"year":1997},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.402349Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:543bb4fcad2847283d0561ccee41751210d43b7f3f2284c7c374c9664a507cf5","observation_id":"af87a683-b3f2-4730-ba54-7f6f8dd5078d","resolution":{"observed_at":"2026-08-16T12:09:21.402349Z","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":"2026-08-16T12:09:21.406292Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.406292Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:a6d4b40d64b54d7d5a99a5cc2a3addcb6d78d4e655ba547b77f1b28e7b7a0d13","observation_id":"cf7ee7e2-7301-406c-a31c-c683c012544d","resolution":{"observed_at":"2026-08-16T12:09:21.406292Z","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":"2026-08-16T12:09:22.313890Z","title":null,"venue":null,"work_id":"4c119edb-f775-423f-a084-69ab1900fe9f","year":2021},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.394118Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:0a2486efc07c074062c023deb68649761486556e7d1b5218050a074fa8ae1a79","observation_id":"ceef95c2-39b8-4643-afb5-479735ddca30","resolution":{"observed_at":"2026-08-16T12:09:22.317467Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-16T12:09:21.413869Z","title":null,"venue":null,"work_id":null,"year":1990},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.413869Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:8ff4f4e7a7b42628197f310b021a40b104d66f39f2b6b44d1df875bd17640f1a","observation_id":"bd946769-1e81-498e-bf5a-9d4781011839","resolution":{"observed_at":"2026-08-16T12:09:21.413869Z","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":"2026-08-16T12:09:22.286306Z","title":"Scott and Reginald A","venue":null,"work_id":"8be8cbdd-c7d3-4721-bb86-651d482308b0","year":1995},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.417230Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:89957425740ee7c8587e20131390fbba6d99ce44131c62c691dacc47e122fe23","observation_id":"83908ea4-68f7-4102-b07d-84b19aa234d7","resolution":{"observed_at":"2026-08-16T12:09:22.290034Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.13374","last_updated":"2024-02-20T20:57:47Z","snapshot_observed_at":"2026-08-16T14:16:48.721125Z","submitted_at":"2024-02-20T20:57:47Z","title":"Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.13374","snapshot_observed_at":"2026-08-16T12:09:21.420600Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.420600Z"},"links":{"cited_paper":"/paper/2402.13374","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:a9be2835de4dff2b232a1727b45d467bb9dab7817ee54dc6a5fa9fca1befecd1","observation_id":"cd58470b-7f4a-4b12-ab18-a932c0740a10","resolution":{"observed_at":"2026-08-16T12:09:21.420600Z","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":"2026-08-16T12:09:22.296924Z","title":null,"venue":null,"work_id":"efef3c56-66bb-40c7-8094-5dc407ab18c0","year":2018},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.410330Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:18b94da73f7c2f801b720485d2ec13453c89aa829433e86fc2b0078461d76b42","observation_id":"765fbf45-d31b-42f3-8022-e53054456e9f","resolution":{"observed_at":"2026-08-16T12:09:22.300074Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-16T12:09:22.274801Z","title":"Sutton, David A","venue":null,"work_id":"58b6da52-4578-468a-bba4-08b72a025c28","year":1999},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.428356Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:0aa922f3e90cf4d078a6c729b28ea2bf86658c05df87a92e008feb765dbe4f9f","observation_id":"99ead660-588b-47c3-964d-8ae9f7622654","resolution":{"observed_at":"2026-08-16T12:09:22.278923Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-16T12:09:22.261873Z","title":null,"venue":null,"work_id":"185e08d0-279e-4740-a431-aafc68cc6988","year":2022},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.432045Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:f45e92fffb9d316286d8d71baeebbc9cc1717d785011076eb40bd40c1fce9746","observation_id":"7b99a1c1-745e-492e-8ad5-a165a5b5eb29","resolution":{"observed_at":"2026-08-16T12:09:22.266399Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2401.01275","last_updated":"2024-01-09T18:54:05Z","snapshot_observed_at":"2026-08-16T14:30:17.575602Z","submitted_at":"2024-01-02T16:20:40Z","title":"CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.01275","snapshot_observed_at":"2026-08-16T12:09:21.436006Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.436006Z"},"links":{"cited_paper":"/paper/2401.01275","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:76ae08ee3fc5dcc72f754a0075ec48958d72c85ccf5fcf7ce26bee84ee3d884b","observation_id":"f892119d-0916-4e5e-b0df-d8d866d8f5a3","resolution":{"observed_at":"2026-08-16T12:09:21.436006Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2010.02502","last_updated":"2022-10-05T20:19:21Z","snapshot_observed_at":"2026-08-11T15:38:14.931716Z","submitted_at":"2020-10-06T06:15:51Z","title":"Denoising Diffusion Implicit Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2010.02502","snapshot_observed_at":"2026-08-16T12:09:21.424030Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.424030Z"},"links":{"cited_paper":"/paper/2010.02502","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:06fcc0f4d5db2224b4f4d7182fb4398cb272b81accba2b23f885609404570b46","observation_id":"fc16cca3-c4d1-4975-8500-24487c0c8625","resolution":{"observed_at":"2026-08-16T12:09:21.424030Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.05290","last_updated":"2023-05-09T09:28:23Z","snapshot_observed_at":"2026-08-16T15:34:32.630741Z","submitted_at":"2023-05-09T09:28:23Z","title":"Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue","version":1},"cited_work":{"arxiv_id":"2305.05290","doi":null,"metadata_source":"pith","pith_arxiv_id":"2305.05290","snapshot_observed_at":"2026-08-16T12:09:21.679109Z","title":"Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue","venue":"cs.CL","work_id":"28badc91-2e31-4960-b2e8-7b8e26db044a","year":2023},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.444105Z"},"links":{"cited_paper":"/paper/2305.05290","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:1831b76628501208b910fb967eeaca655616790766212b3a5c62521512d6c2bf","observation_id":"207891fe-b9ae-4f27-a06c-3700f0546aa3","resolution":{"observed_at":"2026-08-16T12:09:21.685513Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1906.06725","last_updated":"2020-01-13T04:17:44Z","snapshot_observed_at":"2026-08-15T04:15:37.997821Z","submitted_at":"2019-06-16T16:43:02Z","title":"Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1906.06725","snapshot_observed_at":"2026-08-16T12:09:21.448433Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.448433Z"},"links":{"cited_paper":"/paper/1906.06725","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:a53bbd76d097e0973cab7bedd0218859369021a3ddcce615d3fc7e0392a442c4","observation_id":"469c949b-4aa8-48a9-bbe2-7a965934139f","resolution":{"observed_at":"2026-08-16T12:09:21.448433Z","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":"2026-08-16T12:09:22.232844Z","title":null,"venue":null,"work_id":"c8e14b0a-1971-41c8-a09b-f96c42a83bd1","year":2025},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.452920Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:970d04bd7b552b384768e1ce9ffe66fdeb75264dc04d33405e080e8257471a3c","observation_id":"20d08ee4-8b18-4275-957c-0db6cfed2d83","resolution":{"observed_at":"2026-08-16T12:09:22.236710Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-16T12:09:22.244011Z","title":null,"venue":null,"work_id":"4c6e2a52-e62b-47a0-a9ce-cf500bc51dc8","year":2017},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.440107Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:2d5cd5246ede982431e758a9cef0f5e95d7ab5d84fdc0ddb39ad797a1c4b17dc","observation_id":"94989ca7-1382-4227-8c84-08e0cef2d8ed","resolution":{"observed_at":"2026-08-16T12:09:22.251994Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-16T12:09:22.208721Z","title":null,"venue":null,"work_id":"7c9747cd-d9b1-4ab3-ace0-02ba6ae89292","year":2024},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.464524Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:952881e57e007cd066d8dc4de123cbee2f4ce50c02c4c4e0630c978a84533ef5","observation_id":"81e3cab8-9b05-4fd2-a594-d1e6872e8822","resolution":{"observed_at":"2026-08-16T12:09:22.212596Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.08389","last_updated":"2024-12-11T13:56:04Z","snapshot_observed_at":"2026-08-14T16:05:42.418053Z","submitted_at":"2024-12-11T13:56:04Z","title":"SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.08389","snapshot_observed_at":"2026-08-16T12:09:21.469267Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.469267Z"},"links":{"cited_paper":"/paper/2412.08389","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:f7a3cd2b915cb5db73092fa794fb4c31a563b5c6b3facc36a61725dd15c78216","observation_id":"ed116921-4bf0-40e6-90ea-bdfe66123e1f","resolution":{"observed_at":"2026-08-16T12:09:21.469267Z","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":"2026-08-16T12:09:22.197914Z","title":null,"venue":null,"work_id":"1a301411-8f30-4665-9491-1d45ce58c8f3","year":2018},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.473393Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:be90371fa1114993b554660d85a5221c92ba3eca5e15dc428aed1b9ace3b73f5","observation_id":"e66119af-5728-4c1c-8f7d-d0635c014d30","resolution":{"observed_at":"2026-08-16T12:09:22.201618Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.00746","last_updated":"2024-06-18T13:08:24Z","snapshot_observed_at":"2026-08-16T17:50:12.347206Z","submitted_at":"2023-10-01T17:52:59Z","title":"RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.00746","snapshot_observed_at":"2026-08-16T12:09:21.456526Z","title":"In Annual Meeting of the Association for Computational Linguistics","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.456526Z"},"links":{"cited_paper":"/paper/2310.00746","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:a7c4f58325dc0db58ccc1f32ad6081a33ca54c63e12b3379971f208412281bfa","observation_id":"adc667b4-1c90-4973-a2a8-da1df6426713","resolution":{"observed_at":"2026-08-16T12:09:21.456526Z","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":"2026-08-16T12:09:22.220054Z","title":null,"venue":null,"work_id":"c0e113a2-5f60-4a10-9ceb-63cb01c9ec1d","year":2025},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.460492Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:02cf8a710d21558a72145ea82d97c5554a07737e4bbbd4508b34ec32f0c3ddd3","observation_id":"93cd3669-ecea-4252-904c-413f2c402e14","resolution":{"observed_at":"2026-08-16T12:09:22.225135Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-16T12:09:21.490021Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.490021Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:0b3bdccc7f0ac69eede34094b04d8ab45b7d7b603ab8320606fb4db142eb4975","observation_id":"746325a4-5043-4cb5-994c-eed212770197","resolution":{"observed_at":"2026-08-16T12:09:21.490021Z","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":"2026-08-16T12:09:22.186005Z","title":null,"venue":null,"work_id":"61edb1ad-c4c2-4bbf-b6dc-fb4ca7200ece","year":2024},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.494572Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:94d62fc9953d64a5be04b3901eddbc3d55f273aed1a54c60403d6e1d7a9ebcd0","observation_id":"19aafaca-6799-4943-a73e-4379fa416b17","resolution":{"observed_at":"2026-08-16T12:09:22.189763Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-16T12:09:22.173196Z","title":null,"venue":null,"work_id":"faa50167-60f5-4f33-b74f-9fc4e7242091","year":2019},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.498370Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:4f0aea9889d9528ee0facba20c3a5e7c2c416627a7827dc04e4397c7be7d412c","observation_id":"f1a266e6-9d6f-4b64-b4b8-85767da3e14e","resolution":{"observed_at":"2026-08-16T12:09:22.176737Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.13660","last_updated":"2023-10-19T22:31:18Z","snapshot_observed_at":"2026-08-16T15:30:49.150136Z","submitted_at":"2023-05-23T04:07:03Z","title":"Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy Planning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.13660","snapshot_observed_at":"2026-08-16T12:09:21.477802Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.477802Z"},"links":{"cited_paper":"/paper/2305.13660","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:31d3b56308a108e9180d2c79bb4625365b4a3c8a8362c07c2b820cd6aa41db07","observation_id":"b0a21d30-acd1-4332-93e5-585a9e3803b8","resolution":{"observed_at":"2026-08-16T12:09:21.477802Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.17878","last_updated":"2023-05-29T04:19:35Z","snapshot_observed_at":"2026-08-16T15:28:47.901330Z","submitted_at":"2023-05-29T04:19:35Z","title":"Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.17878","snapshot_observed_at":"2026-08-16T12:09:21.482292Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.482292Z"},"links":{"cited_paper":"/paper/2305.17878","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:58eb44d8036029408679a15381f9cf8f9ff521a7650c3f618bc49ae40f0062c7","observation_id":"dcf902fb-d9f0-4816-986a-f42b650d0bf1","resolution":{"observed_at":"2026-08-16T12:09:21.482292Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.09582","last_updated":"2023-04-19T11:42:40Z","snapshot_observed_at":"2026-08-16T15:39:18.815056Z","submitted_at":"2023-04-19T11:42:40Z","title":"Is ChatGPT Equipped with Emotional Dialogue Capabilities?","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.09582","snapshot_observed_at":"2026-08-16T12:09:21.502569Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.502569Z"},"links":{"cited_paper":"/paper/2304.09582","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:258bcad551ad2c0ffb5a8598a2091b122d733140489cd6552cc7fcefb49a724a","observation_id":"f819409b-751c-4cf3-b646-933a0e228d88","resolution":{"observed_at":"2026-08-16T12:09:21.502569Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1903.00374","last_updated":"2024-04-03T14:26:32Z","snapshot_observed_at":"2026-08-16T18:09:16.622658Z","submitted_at":"2019-03-01T15:40:19Z","title":"Model-Based Reinforcement Learning for Atari","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1903.00374","snapshot_observed_at":"2026-08-16T12:09:21.355304Z","title":"ArXiv abs/1903.00374 (2019)","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":2019,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.355304Z"},"links":{"cited_paper":"/paper/1903.00374","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:4da6d8ca9eaef6675848b65df4be14cc12b11c0001aca0d58a14b8aec2dca2d0","observation_id":"123c8131-2fad-4369-989b-2a1f899115cb","resolution":{"observed_at":"2026-08-16T12:09:21.355304Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.17760","last_updated":"2023-11-02T17:34:57Z","snapshot_observed_at":"2026-08-16T08:17:30.538734Z","submitted_at":"2023-03-31T01:09:00Z","title":"CAMEL: Communicative Agents for \"Mind\" Exploration of Large Language Model Society","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.17760","snapshot_observed_at":"2026-08-16T12:09:21.373049Z","title":"In Neural Information Processing Systems","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.373049Z"},"links":{"cited_paper":"/paper/2303.17760","citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:1bdf2685c1e994d46b7f45ea84cd5e4a28581e20dfc818c09e5065b336b42df4","observation_id":"8a6d68e1-1262-459f-98ea-c05b60878705","resolution":{"observed_at":"2026-08-16T12:09:21.373049Z","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":"2026-08-16T12:09:21.305085Z","title":"https://arxiv.org/pdf/2411.14499","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-16T12:09:21.305085Z"},"links":{"citing_paper":"/paper/2504.13643"},"observation_digest":"sha256:c8526844102cb2a0212c21c0bdc77bfd2f3bade2080100cf984ada2d41f9271d","observation_id":"5e8ff576-f692-4345-86b5-c47a5cc6ac47","resolution":{"observed_at":"2026-08-16T12:09:21.305085Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2504.13643","last_updated":"2025-04-18T11:48:55Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-16T14:00:28.042335Z","submitted_at":"2025-04-18T11:48:55Z","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning"},"reference_resolution":{"displayed":58,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":48,"verified_exact":4,"verified_fuzzy":5},"total_outbound_references":58},"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":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"thesis":"As of 16 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 1 inbound Pith citation observation for arXiv:2504.13643."}