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Paper Citation Record · LEDGER

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation

As of 5 August 2026, this Paper Citation Record lists 100 of 102 outbound references and 0 inbound Pith citation observations for arXiv:2604.20749.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2604.20749 v1

Coverage vector

measured 100 of 102 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-09T23:52:22.319870Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

100 of 102 outbound references displayed

  • verified exact3
  • verified fuzzy90
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 31958a35-3c40-41fe-b215-3ca4fe921890 · outbound

This paper cites Hovy , editor =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Hovy , editor =

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.974130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:4a6db545f8ec4b0a86a955c9dbd4957835251b164785b1d98b58fb94828b9bc2

Observation e493f938-884a-4b2d-ab60-4d6297a7efb3 · outbound

This paper cites Crook and Shivani Poddar and Ankita De and Semir Shafi and David Whitney and Alborz Geramifard and Rajen Subba , title =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Crook and Shivani Poddar and Ankita De and Semir Shafi and David Whitney and Alborz Geramifard and Rajen Subba , title =

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:58.032847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:911981019723fb2bcf143ce1cdaa78bcf80cc166b07767a65986f9d0ea1b4ddb

Observation 801bbe62-bbea-402c-91fe-4d0885768a62 · outbound

This paper cites 2021 , doi =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation 2021 , doi =

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:58.011882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:20e854fc6846d2f9fecc6e6d84e50806dd8d4e2d5686aca7035ec0e9dbdbe769

Observation a93c5e41-e2bc-4679-acbf-08c928e603a3 · outbound

This paper cites The 41st International.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation The 41st International

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:58.036973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:99856fb03a87f30a7bd3b6aea639ce13832f74238a00caf2c54cf8dd58d8aa6f

Observation 52fcdc2a-a5a7-4bb5-bbbe-5900245e991c · outbound

This paper cites Advances in Neural Information Processing Systems , pages =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Advances in Neural Information Processing Systems , pages =

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.970145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:86dbde491320a7ffcd7fad6d911ca16a950db061aa563d9330298730c4076aa0

Observation ea5d0863-3877-4ccd-a038-3f51563a6827 · outbound

This paper cites Towards Topic-Guided Conversational Recommender System , booktitle =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Towards Topic-Guided Conversational Recommender System , booktitle =

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.990679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:ff3920f1e89f6fb02324bfdce42fb332469083f82cf07e814c2f63f78abc4848

Observation 937be43b-61c4-41bd-8ffd-d50b55702dcd · outbound

This paper cites Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.986461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:854d0a9a0578c19a371f5af18fe02ad7fda201fca40f855acd5e475d8f2fe94f

Observation 8766dbcc-6039-412b-be12-18a43144b1d9 · outbound

This paper cites Towards Conversational Recommendation over Multi-Type Dialogs , booktitle =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Towards Conversational Recommendation over Multi-Type Dialogs , booktitle =

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:58.007921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:91ec4f16b2e66f509289282bb2a323244bb33fb529c4e1bbeab4b44ad065bc9f

Observation dc9a579c-3343-4441-b998-87895a6b4e71 · outbound

This paper cites DuRecDial 2.0.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation DuRecDial 2.0

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:58.004140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:9c0f0d987c0b4bc48d5d820b8f3f4eb1379012bce1e9e5de6b8f860baf879c98

Observation 4d1bf9ab-4df7-45f9-ad09-6a32fecddb12 · outbound

This paper cites Khapra and Karthik Sankaranarayanan , editor =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Khapra and Karthik Sankaranarayanan , editor =

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:58.024250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:009bacf7034a6f0807495416fd4db58efe42f16bb0d427f658a6055e8d93ddcd

Observation bc091e7a-7f91-40c9-96db-298c9351c741 · outbound

This paper cites Riedl , editor =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Riedl , editor =

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:58.048547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:9bf250fef596828fb9c3fced6256cc56d83bc9c5004e1bab5b231ce9cc954ec6

Observation 17a829ce-5f8d-4c2c-b130-d9c99c183ac4 · outbound

This paper cites Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue , pages=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue , pages=

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.965840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:8c0c797ac765be40f9c38b4b34ed341b2e26bfb624e69e735d54beea34a84c7c

Observation e7ec79f6-239e-4609-8ece-2b47d1f8b14c · outbound

This paper cites Proceedings of The Eleventh Dialog System Technology Challenge , pages=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Proceedings of The Eleventh Dialog System Technology Challenge , pages=

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:58.056393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:702ae168fa4e64028eb3191ba36b0e8453ec715373a7e7246c3f3b2fe1fc13a1

Observation d8674222-da6f-4fc3-b23e-5b3ce5e6af37 · outbound

This paper cites AAAI 2021 DSTC9 Workshop , year=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation AAAI 2021 DSTC9 Workshop , year=

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:58.015688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:81b9bd657d9f247b7452382750f882cbaf82e797c809c5d5961c54be1ed4f72d

Observation 6b307e84-3368-4e90-93cd-c80eb74bc85e · outbound

This paper cites Multi-Task Learning for Situated Multi-Domain End-to-End Dialogue Systems , journal =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Multi-Task Learning for Situated Multi-Domain End-to-End Dialogue Systems , journal =

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:58.028551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:69f027166d7da527a32f6cd3002142b9966ad8e7fc7cd01baf3f955177e8a338

Observation ca717b6b-4fb3-40c9-8797-eeab152a312e · outbound

This paper cites CoRR , volume =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation CoRR , volume =

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:58.052508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:3dd35609b08dde9130bc18a8fc2ea664daac61b56a5207c24d27f814df4bd63f

Observation bdb4870d-bb18-46f7-b6e4-68da50533ce0 · outbound

This paper cites Multimodal Recommendation Dialog with Subjective Preference.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Multimodal Recommendation Dialog with Subjective Preference

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:58.044752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:3b041068038802a3bf8c390ce744d8a81a0079beb60c880e5c3141c7fa086c03

Observation d7b2d593-018b-49b2-9ff6-3a5ca2221c2f · outbound

This paper cites CoRR , volume =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation CoRR , volume =

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.994588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:5144c1f132cc21eabb32ff500f319538499d955faa61ada0c6b05ad3c02b5a6c

Observation 5be6d22d-f447-4c88-ab06-964f3439ee5b · outbound

This paper cites Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:58.040860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:1144ee5b0c0bd601548a129005f11fa1a30dbeaadc42712659e1de9299ce226c

Observation ed94d910-2f48-4fd1-a7d4-749c4513b8e0 · outbound

This paper cites Bleu: a Method for Automatic Evaluation of Machine Translation , booktitle =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Bleu: a Method for Automatic Evaluation of Machine Translation , booktitle =

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.982002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:273c9193cbfbf72b93de8e090ace3aacce858625bfd357ddbb9453c56511c87c

Observation 3bcfd0bd-1c7e-4b1e-b400-833a59854ddd · outbound

This paper cites Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.690668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:156ff893c71a54cfb8878cc7955bc3f6c135379edfa949948bdf2b8a3ad393af

Observation 3a55aa2f-686d-4490-b6cd-f4de5ecaa2c0 · outbound

This paper cites Proceedings of the 22nd.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Proceedings of the 22nd

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.795596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:7932eb132e15688699f385da0abbda62d5f4c4c8288396465e4b6fb7b748ab65

Observation ee4c0aa4-f790-4c51-8e06-313d0e49cf35 · outbound

This paper cites Deep Conversational Recommender in Travel , journal =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Deep Conversational Recommender in Travel , journal =

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.672056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:222aa2d25958239a2989e0aaff18b1dc273bb20a8b7630f6cbac1542252aea02

Observation aa4d08a4-a381-4923-8d48-38ce990ecc40 · outbound

This paper cites Advances and challenges in conversational recommender systems.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Advances and challenges in conversational recommender systems

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.806840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:05e016f4d86a663516a8135093a53c87be645a7709a21336f711a38f479fb3bc

Observation c6f80407-cb07-44e2-806f-48fecba92671 · outbound

This paper cites 2022 , doi =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation 2022 , doi =

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.836770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:01b8150a33a404d321c509cd531fb511d1511cda90608a9699cf78e495546787

Observation c0feae85-34e7-4f15-83c2-7f71d611888e · outbound

This paper cites Thirty-Seventh.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Thirty-Seventh

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.703163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:acab7615109004cade263b359437859fb904a1e0f43c870672a2d081f87220ad

Observation b1b721e8-3442-4d26-b253-d3133fdbd18c · outbound

This paper cites State Graph Reasoning for Multimodal Conversational Recommendation , journal =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation State Graph Reasoning for Multimodal Conversational Recommendation , journal =

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.899879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:b16fba949c8ad900102509aa064699e1a3c3ce301425fb1554d41a9b7b91f37a

Observation 49358d9d-5781-4eaa-bd84-46de93884117 · outbound

This paper cites Enhancing Product Representation with Multi-form Interactions for Multimodal Conversational Recommendation , booktitle =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Enhancing Product Representation with Multi-form Interactions for Multimodal Conversational Recommendation , booktitle =

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.766782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:dfbb4c0e8c4a63a7b4f7e5e3059e29138590707a64d6d00081d8d3a341e03991

Observation 3ca4354d-0c1e-44db-b19f-44e1c8bce673 · outbound

This paper cites World Wide Web.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation World Wide Web

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.733684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:efab907ecff43d4fc0657c0f6039869480cb5d3a10acbbe50a4cd13594b3bf40

Observation 02c1addf-e0b5-4491-a022-378270ae44ab · outbound

This paper cites The Next Generation Multimodal Conversational Search and Recommendation , booktitle =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation The Next Generation Multimodal Conversational Search and Recommendation , booktitle =

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.664391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:30ea7df22dd68d62f8956d399ba61edb157fcc55abacfe92ba055f88d1095d34

Observation 0dab8f11-fa48-46ab-8572-725ec62a9043 · outbound

This paper cites CoRR , volume =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation CoRR , volume =

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.660335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:d30545f948ad0bd9e68898e7b5bc2fc34f8bffbf42b897ef40c11257fffda7be

Observation 452fd534-38eb-47a7-a6d5-68968bc2e624 · outbound

This paper cites CoRR , volume =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation CoRR , volume =

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.679726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:ebbdeed1512a96fc018d547c5d2658a0fce045eea62692530e472a6c8b5187a4

Observation c7a8719c-7dfa-4367-9327-a4283e47eda1 · outbound

This paper cites CoRR , volume =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation CoRR , volume =

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.909051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:5b1c96be062713fe32dd2ae8d38de3e0a0ad37ed32418a8d870aedfedd561664

Observation ed48ff15-015c-4434-8956-8fd8d463340f · outbound

This paper cites Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation , booktitle =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation , booktitle =

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.687085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:4b1caebbc9d42adda0003036649683e8ecc356bb63e7cfdce643d1fd64c2d0a7

Observation 3fd787ef-943a-416f-8f77-53af46450bfb · outbound

This paper cites 2021 , doi =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation 2021 , doi =

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.676057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:7ecbed1ab19c9d393dda0f8a10e698fe3d525405b52d932aa3bc3acd248a0bfc

Observation 01441a1a-959a-4ccf-bfbc-95b25343708e · outbound

This paper cites Multimodal Dialog System: Relational Graph-based Context-aware Question Understanding , booktitle =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Multimodal Dialog System: Relational Graph-based Context-aware Question Understanding , booktitle =

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.957741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:000b7ba4a1c6089d11e3e1a53efec98aa60d5ef20ea77a6c2ccb52417ccec119

Observation 00cb8c22-cd07-4b41-b490-4369059161ec · outbound

This paper cites MMConv: An Environment for Multimodal Conversational Search across Multiple Domains , booktitle =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation MMConv: An Environment for Multimodal Conversational Search across Multiple Domains , booktitle =

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.826020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:35c0cf37ed652473d28e317f600b197bacdf8823d0ed3013a07313af7d372b27

Observation 95c1d9cf-27ab-4955-a59d-169d7aaeb5ee · outbound

This paper cites Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.750953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:68ad3c23e1becc969c9cd58fb6600bcf74050326f5a7ef126728ca50e19c2cb8

Observation ad243a8a-b4a7-4d04-8907-803826fb72e0 · outbound

This paper cites author=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation author=

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.998403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:64612afbb4ef115cec26e459adc812e32a6e692fb88dfab3351fc24dfa00433c

Observation d5c4fabe-f788-4457-a709-0e3a9d61e926 · outbound

This paper cites Litman , editor =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Litman , editor =

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.941645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:0f64f8b6fd59588544d7fa57900e04c534095a21cabec828dbc9d9d48dab8d65

Observation 91260b34-f2d7-48ba-bf8d-56091730bcf4 · outbound

This paper cites Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion , booktitle =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion , booktitle =

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.746893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:eaddb75253e736dfebff319eec6f1f0268e0f91d959e7391e1ad2b4d53eb2d90

Observation 3f7bd47d-eac6-4b59-85cd-342b0b38fb5d · outbound

This paper cites CoRR , volume =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation CoRR , volume =

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.818289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:0687c9b536136184efc7533c8476c237df8e4abdd583f9f2f4614c6c699d1938

Observation 13cbcd84-b4ba-493d-8f2b-0c0bc2287d3b · outbound

This paper cites author=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation author=

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.791505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:e6f51b080bd37e46598a7c4e80d415824286eb4a471206170e3f54bfdbd33398

Observation 9722b893-f033-45bc-86a3-1b1f34f43edb · outbound

This paper cites Do and Yan Xu and Pascale Fung , title =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Do and Yan Xu and Pascale Fung , title =

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.949865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:29a71c25098d851260fb9090d91a271afb16cf520a8f1948247cba3cf5aae7d8

Observation 94adc19a-4976-4e62-b7cb-c0d06f1e3d2d · outbound

This paper cites Crook and Ankita De and Shivani Poddar and Theodore Levin and David Whitney and Daniel Difranco and Ahmad Beirami and Eunjoon Cho and Rajen Subba and Alborz Geramifard , editor =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Crook and Ankita De and Shivani Poddar and Theodore Levin and David Whitney and Daniel Difranco and Ahmad Beirami and Eunjoon Cho and Rajen Subba and Alborz Geramifard , editor =

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.945932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:e80e07af686c304c5417db7fb2d8e322a0b47ae0e2745426cc16ef4dc5db47a8

Observation 1193ed28-5580-460a-91a8-b270a8fb2bee · outbound

This paper cites CoRR , volume =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation CoRR , volume =

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.799412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:f420dcff63dbc12b8302cb2046ba89c62be44d2b2ff5084e37ec2c66877d05dc

Observation 2bd2ece5-d4d6-4e71-9a1f-5330a86bd12e · outbound

This paper cites Proceedings of The Eleventh Dialog System Technology Challenge , pages=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Proceedings of The Eleventh Dialog System Technology Challenge , pages=

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.833224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:c19908ca04fd965169789ae6af6e58218801a38b2da0a7037647a5178e62a9d9

Observation 9abad2bb-7a44-4d46-a87a-593fd0bab410 · outbound

This paper cites an unresolved cited work.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-23T12:17:57.639068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:6d675c036b5d4b3e06fd7820c18cd3735c3e55414e71b40adbae338f60c23a83

Observation 0eff0e5b-a3e4-47e6-85a3-d9c15f5fe1b8 · outbound

This paper cites The Journal of the Acoustical Society of America , volume=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation The Journal of the Acoustical Society of America , volume=

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.762906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:04ad7095878d0f6e2c0ea00cae06380b4223d9b15c10c9bed18db62ad5c3f9fe

Observation 66413a4a-bf61-48eb-ae1e-31181b654d70 · outbound

This paper cites Authorea Preprints , year=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Authorea Preprints , year=

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.925661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:0ea8ca032698a58c528591d5f510b84b3833393f9702a23e2b8685d1927bc359

Observation a87fe552-2680-4943-97c0-6c3b464fb92d · outbound

This paper cites GitHub repository , version =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation GitHub repository , version =

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.929420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:67095785cf1e23609bd37cfd48891a613d0a713fa512c5dc14ba396acdb75af3

Observation c4329d6e-1f2c-4beb-b68b-839aeb201d90 · outbound

This paper cites an unresolved cited work.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-23T12:17:57.848401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:fcdfcbe0ef73dc588a687581f646aa2cd4149460eb55e2656149d3fa5a8405ba

Observation b2a1a11e-9541-4f27-933d-be9b2c7c091c · outbound

This paper cites an unresolved cited work.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-05-23T12:17:57.913947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:43cb25966bc87149f0ad477e12d55682c87af9c856b89599b15d255027bdffaa

Observation 15ed3260-c6f7-4aec-be56-3097f215a76d · outbound

This paper cites an unresolved cited work.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-05-23T12:17:57.917788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:02ad7f33a483e4cb0faa5a91b6a1e688625d5a46fe213b27ba977ac77fd979d5

Observation 0e251834-1b40-4e2a-9e20-78f9d959af7d · outbound

This paper cites Selvaraju and Akhilesh Gotmare and Shafiq R.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Selvaraju and Akhilesh Gotmare and Shafiq R

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.844704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:c017248b6f522264726b6f5d947af8c994fbb9493df7721c92b5dfee795c4b21

Observation 5cf63f25-489d-4ebf-bd60-c613d8f254f0 · outbound

This paper cites Proceedings of the 32nd.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Proceedings of the 32nd

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.953603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:f737dd68117d839f0c11ab053931e57a84f33a25de713e2d2f517a446b047242

Observation e446f6e3-020a-4013-9978-f60177e3656f · outbound

This paper cites MMToM-QA: Multimodal Theory of Mind Question Answering , booktitle =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation MMToM-QA: Multimodal Theory of Mind Question Answering , booktitle =

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.921642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:11ffdabd8433970287cb1652b3281fe751e17efce428d9016472f6826ad2b276

Observation a62f2a39-a0ca-451a-b5bc-6535c4e50f49 · outbound

This paper cites CoRR , volume =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation CoRR , volume =

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.933379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:5249e83036729322d583d938753f8299f5afd4f86a23391db564f0be3ade920f

Observation f9d93282-0169-4cec-88db-0514b4fd48b1 · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Sparks of Artificial General Intelligence: Early experiments with

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.888562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:d099cc347f625ed7aab24265c1168d62a6496a8b0bd34d46a4bcc163804e4208

Observation 5e7b5018-161e-456d-a254-f7b36a5ffa28 · outbound

This paper cites CoRR , volume =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation CoRR , volume =

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.896222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:ec22d6bb8cf883ac64b1def2f892e8f1dc35c269d89f819b4fe314f63dcab6f0

Observation 560ece6b-1d4d-44e5-b07c-d6d80bed9ae8 · outbound

This paper cites Hu and Yelong Shen and Phillip Wallis and Zeyuan Allen.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Hu and Yelong Shen and Phillip Wallis and Zeyuan Allen

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.904335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:e3eff473e42fed238917a9af3e26c315ec1fa67d0a8b3b6e3d6e0b7720ff937f

Observation 52bbb700-d78a-413c-9d6e-2b42d6716292 · outbound

This paper cites CoRR , volume =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation CoRR , volume =

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.777686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:53a72171b64d30efb5f3746f2d2b445f5779609209f0468839260653ead5b187

Observation 9c54d1cb-436d-4e3d-9d65-64c592d8d6bf · outbound

This paper cites Littman and Anthony R.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Littman and Anthony R

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.856363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:8f671464fb1e71562cf5f7b28412d6c912d0eeceecccb2d62d8757ec5dce1b5c

Observation 73085d0f-394a-4ae4-84b8-3989982cdbf0 · outbound

This paper cites International Conference on Machine Learning.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation International Conference on Machine Learning

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.656582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:d7f49b1a953826c62ebfc543751d7f6957662a43f5b3a3952d7d41cce60356f5

Observation bf7ed7ab-26d3-429e-9146-72cf935fff37 · outbound

This paper cites Pre-Trained Language Models for Interactive Decision-Making , booktitle =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Pre-Trained Language Models for Interactive Decision-Making , booktitle =

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.961953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:1ecc708dfab504d2fd9b5fd21c575a2d16456cee1802cf9ef186be44ebf9f5c4

Observation 5f358475-73fc-4b62-8813-bf0b90923c92 · outbound

This paper cites LLaVA-NeXT: Improved reasoning, OCR, and world knowledge , url=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation LLaVA-NeXT: Improved reasoning, OCR, and world knowledge , url=

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.699411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:4c4b8d0d839d41b4669c480164075a245ccb9d4fce9d4e3eb31e130517cb8b81

Observation c01fb9d0-2e50-415a-b712-f5f00a16704a · outbound

This paper cites Exploring Prompt-based Multi-task Learning for Multimodal Dialog State Tracking and Immersive Multimodal Conversation.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Exploring Prompt-based Multi-task Learning for Multimodal Dialog State Tracking and Immersive Multimodal Conversation

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.707582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:2b54cfd5d7447dfcfb38ffdc13690d835e23da93a932b0bb3e0528b85208c1de

Observation 76f4d38d-6ce9-4aac-9734-288b62587e44 · outbound

This paper cites an unresolved cited work.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-05-23T12:17:57.937793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:a6b3d017de0893707989fdc0bc743322e40f07b830e374b379f5449c8de472f1

Observation e56e5d2d-6cde-43b2-95ed-6b67e823e9f6 · outbound

This paper cites an unresolved cited work.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-05-23T12:17:57.822115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:41f47c483f3e6368a9addcb3a03cd3d0eb1dfe1599f25604fd0bdcf061c523c1

Observation 944e9a47-3f8a-478d-8b37-c4a5e35288f7 · outbound

This paper cites 7th International Conference on Learning Representations.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation 7th International Conference on Learning Representations

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.783358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:9349769617ea34c51e2de98d20eae66ceb41481aa0ccdc5d09db072b2bc7b855

Observation 7831f640-685a-41ca-a8b4-7e4a4850719b · outbound

This paper cites Text summarization branches out , pages=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Text summarization branches out , pages=

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.814563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:d988c04032fe248f54eebaf843c7f728e0df10553f4806bac5b5138043110fc6

Observation 79573551-3b57-4df2-a8fc-b864e16c9f42 · outbound

This paper cites Weinberger and Yoav Artzi , title =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Weinberger and Yoav Artzi , title =

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.852875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:b95229cb39a8b9db0023c50243e75ea97613af9b7d49b41843bca2f889b58197

Observation cce924ab-a8b0-4fc4-baf3-852c235c29ed · outbound

This paper cites Behavioral and brain sciences , volume=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Behavioral and brain sciences , volume=

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.787345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:f0a919c4931605fad735da21d32ab0c82659563f582d7fa482eafbf16969bb10

Observation 03396649-4e3f-45c0-949e-071c98681917 · outbound

This paper cites theory of mind.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation theory of mind

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.729363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:75215bc5b757eac40cc612d148120a812c2c54b80c74d442a91b7ba0f5f74e7a

Observation cd73f55d-325c-43f4-8121-7eaab50b55a5 · outbound

This paper cites ToMBench: Benchmarking Theory of Mind in Large Language Models.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation ToMBench: Benchmarking Theory of Mind in Large Language Models

Reference 75

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:56:05.796036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:364350a00e37df61c52c9694f824d665e38001d09a57deec20d91c4ea9b7f181

Observation 1f4510b5-ac52-4192-ab45-33a377dd3140 · outbound

This paper cites OpenAI Blog , year =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation OpenAI Blog , year =

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.770397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:7f5ddf4e9629bc4b071c069bc94a393a431051de757af75d3fb8d2b59371a120

Observation 903649c0-320c-46e1-ac57-cf96296f8b9b · outbound

This paper cites The Llama 3 Herd of Models , journal =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation The Llama 3 Herd of Models , journal =

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.615984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:70860c7fb77063b4947f1e31ec5aa7f6b216857bb57ec49682174f91258cf939

Observation ffc0dde8-b542-451d-85eb-295585c70320 · outbound

This paper cites Ullman , title =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Ullman , title =

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.892462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:5cb368057046e8246efb01df8a11abe502528a748106cf6073331788828f3cf4

Observation d901a727-3b6e-40f5-9ad5-3138f25bc4de · outbound

This paper cites CoRR , volume =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation CoRR , volume =

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.884335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:acf85205f03d1d2062b7fbac54b83f2b55a7cc73614469eae849cc0a9ddde229

Observation 8a936762-83bb-4ad5-bc3e-9253e8db4203 · outbound

This paper cites Text-Based Interactive Recommendation via Constraint-Augmented Reinforcement Learning , booktitle =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Text-Based Interactive Recommendation via Constraint-Augmented Reinforcement Learning , booktitle =

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.694340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:48c4cbc6eef1319f65529b84605a5689d7c516dba45d3f3b689f61b0d1fd5f16

Observation 5167cc0e-7c57-421b-a7c9-8f77c9310a42 · outbound

This paper cites Findings of the Association for Computational Linguistics.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Findings of the Association for Computational Linguistics

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.646717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:438842856625f90b9b00b41bedc4efe9bfe90bd9714a3b14c90f6d4563074747

Observation 8c4e69aa-8ba5-4f62-bbf7-806b7e270c96 · outbound

This paper cites 2021 , url =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation 2021 , url =

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.683389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:58a337a87043a1ea0cd23e2930aa05245d17f41ee6857b8a8e55dd4352390459

Observation 4ea980a4-bea9-4f31-812f-65a9e4d778af · outbound

This paper cites Finetuning Large-Scale Pre-trained Language Models for Conversational Recommendation with Knowledge Graph , journal =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Finetuning Large-Scale Pre-trained Language Models for Conversational Recommendation with Knowledge Graph , journal =

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.620184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:a7919a1590b2023748d84915a8fd6b1ebcde2327b14d8e868c99f1cc368f426f

Observation 58d7c015-fc18-48a5-82dc-b8fc341704c6 · outbound

This paper cites MuMA-ToM: Multi-modal Multi-Agent Theory of Mind , journal =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation MuMA-ToM: Multi-modal Multi-Agent Theory of Mind , journal =

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.668188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:9fedb472650affd6928a47a7f67d314ea47c2fff56cea56beac4a44fd410c046

Observation 7b456209-caa5-46d8-ba80-ab8ffe519e4c · outbound

This paper cites Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining , pages=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining , pages=

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.880655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:2f8dec75d9f17b8f0acc5151bb3184c4aad3efbde5598d89547864f573f4ff51

Observation 219b32f2-b3d8-48de-a555-3c77f0e708de · outbound

This paper cites International Conference on Learning Representations , year=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation International Conference on Learning Representations , year=

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.607627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:a2cb2d986c70808d2c3d297609afddf4088c9099b553bc949e52b3500c098452

Observation 5df9fb2c-f245-4b50-a451-307bca840746 · outbound

This paper cites Proceedings of the 18th.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Proceedings of the 18th

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.611747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:3eabe853b014ff341ccd384b03df883a5b7a324a1c9f2667ab862ac06d7ceebc

Observation 18b187d7-0125-46a7-9e50-858cc9dc833c · outbound

This paper cites McAuley and Wayne Xin Zhao , title =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation McAuley and Wayne Xin Zhao , title =

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.829832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:066246aa49738f522c1e5cc471ae031386d9a37ff49af2a350217318faf5ca40

Observation 3da70776-fc92-4382-866d-987263f61db4 · outbound

This paper cites Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities , booktitle =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities , booktitle =

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.861415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:e0adfb5b5d291b1a47017075e1d2ef6954196e7afa232f9309cf9eff4799bd8d

Observation f9698961-6655-4764-be10-6dd69afc77a0 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Advances in Neural Information Processing Systems , volume=

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.875567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:3a0eb54a2280a084b2a828f2e34988780d1f8fc4e22c4551b403e0941e1734cb

Observation c1116d39-2e17-49f0-badb-c625f63bd4e9 · outbound

This paper cites Qwen2.5-VL , url =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Qwen2.5-VL , url =

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.742883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:b255bf85694012b15d952b1e19539f4fa1cd86abddae5dd9ac265404d4bb0aac

Observation ca52d804-355d-4298-955a-8ac75b1dcfb4 · outbound

This paper cites Malkov and Dmitry A.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Malkov and Dmitry A

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.810342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:8ddbc83d73456b1f2d22a65f30dcdcafda3931109fd498210ee18d63b152c9a0

Observation 478e7c58-2bcf-4834-9b39-9661f57b70d6 · outbound

This paper cites arXiv preprint arXiv:2509.21371 , archivePrefix =.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation arXiv preprint arXiv:2509.21371 , archivePrefix =

Reference 93

Resolution
verified exact
arxiv_id, observed 2026-05-09T23:54:44.800127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:f05c07e7c476e650e5f8714d719d4325169b5473a740eb4d7bb8d7c506fdcc33

Observation d43e152d-4d33-4502-a3fd-6adc8b756963 · outbound

This paper cites Cognition , volume=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Cognition , volume=

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.803009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:43797b3a13f973bcc3115db202096de1852d0d32468e7e97e84aa1214fc11894

Observation 50858388-55b8-4d0b-a7f3-ff2cb02780dc · outbound

This paper cites Advances in neural information processing systems , volume=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Advances in neural information processing systems , volume=

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.774163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:b8d79247301f12e77956844430c925d37974166422556efa4c01623b35b60ffa

Observation ab47ce2b-21bf-411e-996e-5b9edd783ef4 · outbound

This paper cites Instruct once, chat consistently in multiple rounds: An efficient tuning framework for dialogue.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Instruct once, chat consistently in multiple rounds: An efficient tuning framework for dialogue

Reference 96

Resolution
verified exact
doi, observed 2026-05-09T23:54:44.803455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:74424c48481b88a45ffab9bac711a7da94da26f3d7935ed576ab67ef71df91d2

Observation b4a1dd29-fc8d-4f09-b28c-9fd21bf73b02 · outbound

This paper cites The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.840460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:d1b2cef74e29a3ba57faa074b634c3615cf9e763276a2fe17903ca6ad1193f81

Observation 03104446-5f8c-4ebe-9432-c242891969f6 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 98

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T13:56:05.800349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:3f65c32151b2d2a8652e70dba80755222b55d1f2d7f0d5c27ddd5ec9d1d06159

Observation a4e8dabd-03f2-43f4-963a-17ec3980355a · outbound

This paper cites author=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation author=

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.755330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:6bd21ef6565c46fc62a440d82620674331a4a7026106c67f2cca99f0d70e0c71

Observation de238ea4-89e0-4b8b-845b-8a6c3728cf88 · outbound

This paper cites International conference on machine learning , pages=.

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation International conference on machine learning , pages=

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T12:17:57.738330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T23:52:22.319870Z digest=sha256:20ff3681cc71d364835dcd097246b9fbd8398d6fd6893751abfb37faeef71d84

Pith citing papers

No inbound Pith citation observations are available.