Pith. sign in

Paper Citation Record · LEDGER

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles

As of 22 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 3 inbound Pith citation observations for arXiv:2412.18416.

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

pith.paper-citation-record.v1
2412.18416 v2

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:46:50.399785Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:57:42.370095Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T22:54:42.120065Z

Reference resolution

54 of 54 outbound references displayed

  • verified exact0
  • verified fuzzy13
  • unresolved38
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6a7ed5e3-694f-4d59-9959-2223c533521b · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:51.345995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:49.848615Z digest=sha256:0b3901029bcc7fb3f0175d5f90f9f7e2d4de1d329772fd808145840d19624f8f

Observation 42145e95-7f65-4dbe-8fd5-5376d93f5535 · outbound

This paper cites Output format:.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Output format:

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:46:51.327504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:49.853689Z digest=sha256:6ad6a453bfbb6442041063d80fa47b446e556d84479b419618d56be62c0c6065

Observation 4a9e50ea-993c-47ae-b7bb-bfba4a2126a9 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:51.281604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:49.873574Z digest=sha256:baa2498f7e7d5374205103417c1a7f713ee73ecd59e1d1f243a92331fe48b835

Observation bf000d59-dff1-4c8b-8d77-1827b4cca1b5 · outbound

This paper cites Warning: Do not mention or describe the target item.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Warning: Do not mention or describe the target item

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:46:51.156308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:49.907980Z digest=sha256:4523ab58dc6001d496c8c4f35bdd462de3e49f740a7cc8e42ca7064af809271a

Observation 821aa5a5-2c05-488e-8a85-ecec97d0d62b · outbound

This paper cites Output only the summary.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Output only the summary

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:46:50.917734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.218668Z digest=sha256:c07d923070a79b60714c620a5302bacd6b6e7073da32ec5b6567a10f73683e3b

Observation 04ac0219-e949-452f-aa7f-db9d1feeb3ee · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:51.310979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:49.859537Z digest=sha256:027416b0963b1e62e32b8968c4efa623e745497fa06ce76e774e704bc476c514

Observation f6979c17-b60d-4406-9661-a326f3148d6a · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:51.298175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:49.866400Z digest=sha256:ff82917b1c6144e53e7c5287b670740b60c24ac83be8a5eb8c3ec0496baad421

Observation 0022e47d-f5ba-493d-a9f3-39e237122d86 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:51.257679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:49.880100Z digest=sha256:db73b5d4aba8c2f98ac7e2351d75d1603563364ea92a54f8d5756cd35566c697

Observation 28418050-abf0-4b6f-a2da-6f01872f86c6 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:51.234507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:49.891963Z digest=sha256:2b57fbd5389f5727b8a6b600c5b3cfc5500b594fa79fc75016dbc1343fe3fed0

Observation 2754971a-d0fb-4fac-94ff-130611666841 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:51.210728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:49.897948Z digest=sha256:5aa7c29494c42348338e5c94b04403b5c1ac68b6b8be3374245069dfe8b7b1f4

Observation 7ecfade9-5750-4932-af66-162c8728bbda · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:51.178270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:49.902473Z digest=sha256:69633492cac7a227001838007a4c40b171be6921d649b5e2a0f31c03509c5a2e

Observation 89a3abff-bf18-41f5-a087-a64aa86deba1 · outbound

This paper cites Based on this information, please response with a concluding statement expressing your feelings about the recommendation experience and your thoughts on the final product choice.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Based on this information, please response with a concluding statement expressing your feelings about the recommendation experience and your thoughts on the final product choice

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:46:51.121842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:49.923863Z digest=sha256:721f4722b524ce8d80c8ab03925a99ef1c675e16b47dd4ac1d2dddb3e783930a

Observation 481c8109-635f-43a7-9d1c-2fb4d471a929 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:51.103615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:49.929702Z digest=sha256:996fe713a6728ce80c6f21ff9794566ea9de644b4d563b015700c4c6437a0696

Observation 200cba39-33ba-48c1-9bc6-7ba9bade91d6 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:51.090583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.111542Z digest=sha256:c0c9758d36b631831bf2144d980c10a996cf0d4c4a2d126d7f1e49740dd796b3

Observation aa140ff4-2204-47f3-9d55-57b9939c927a · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:51.076361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.131766Z digest=sha256:b7fdc8737325eb779de89ea240167f1e77596071f560f448a897627f9f54f53a

Observation de3b1c80-9783-4b0a-b31a-0d708539bc9a · outbound

This paper cites Please ensure your response is natural and authentic.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Please ensure your response is natural and authentic

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:46:51.060355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.144877Z digest=sha256:3e7643c5491f3bc1c197ed0fede78935b868a5e04595f3eb0bf44285f2a8ff6c

Observation c84a77b2-3e93-47db-a254-4d08d8214a36 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:51.136866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.158680Z digest=sha256:783345d660bbac68c84edc05e990910dac9f38df4b8df888c3c987d45f62aefb

Observation 528a4c1d-e4f9-4e68-ad8e-ea0679b7ee7e · outbound

This paper cites Your response should:.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Your response should:

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:46:51.044537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.164732Z digest=sha256:f33bddd6f3267bdf3980b21040911bed99c7b16657b9f50ce8c132db3c55b208

Observation e5b5160e-35c1-40ab-a4df-6816cc71ea65 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:51.032507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.170266Z digest=sha256:bd0d32cc52392bb86e183f121b17ebeb4ff0b9235141dff2512eb008c67e7426

Observation 6535d379-beb6-474f-8339-74e8f083f211 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:51.018700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.178120Z digest=sha256:b4ec1bf75e72e6ab0468c0b60518fb062ae631f2adc2c256b1a3499a1d7843a5

Observation e34c6800-ebf9-439d-ac75-148f8cba6151 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:51.005366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.183706Z digest=sha256:aa431199b1532bce1e475c37819e647e2cc72c0d8b6b59e83ca21496088b20c5

Observation fd8847b1-53e5-4f2b-aaff-3383d5ead84f · outbound

This paper cites Warning: Don't mention any brand or prize! Now, based on the given reason for declining (which includes your needs) and the conversation history.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Warning: Don't mention any brand or prize! Now, based on the given reason for declining (which includes your needs) and the conversation history

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:46:50.987453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.190812Z digest=sha256:2767d629d4dfad4eeb10f51fc104f3d7dfda4993c96deae96bb30e3cde827fb0

Observation b179cde7-8182-451e-8bbc-36dc176b74c4 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.971207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.195756Z digest=sha256:f9e3688e7b1b064a0514dcbdf5962f6f4cd63e39b3ad97ae2a13e2243d3c89d7

Observation 3ccb0800-4abd-42e0-9fb2-f7e6798a1391 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.956577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.199495Z digest=sha256:18be83ce9c547fc3c7a8ae885c139d11d877f60314773a13313a7ecee95937db

Observation 639c57f7-f967-42b6-b3bd-069c102041a8 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.943058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.203662Z digest=sha256:fa854e5efed2b3028f47fcd66b55e95ade9677642791c0f4e2171552f1983bf4

Observation 6ea3c814-a2ab-4932-9880-fea0a269065c · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.930795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.213489Z digest=sha256:0a46eb5460e4d5ffef0823846c54db37704cde8c1ee38674eb76aec724a0ffa5

Observation 974b031a-fd54-4b81-aa92-3c705e8577a3 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 34

Resolution
parse uncertain
raw_fallback, observed 2026-08-11T04:46:50.904654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.224343Z digest=sha256:03117d5d450533e3ed05f95879980f5623c1cc685e2bd8b0b9203abf1feaa710

Observation 25afaf6f-f446-4805-9ed0-c5dc90d82b83 · outbound

This paper cites Your objective is to craft a product recommendation response that:.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Your objective is to craft a product recommendation response that:

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:46:50.886915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.228904Z digest=sha256:15f52ba268bcbbc542f64ed61df5e1f53c5f643fb388eccb725f91c773657a63

Observation 2b172662-ba55-4aee-9a62-19ca433fe548 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.873673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.233168Z digest=sha256:91a5f044809a00901d7b10f3e319c966f12f3b64cae58d08c366265806b62bd3

Observation 548883a7-0b15-4b1a-8836-2d7f7d2f8f46 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.858042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.237214Z digest=sha256:d34def9bfd936471f136af85610d0e98988559a3ce7393e5d1f17c485eac6223

Observation f6c3e566-7ff4-4628-95c0-3814a99986df · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.842541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.243411Z digest=sha256:828c90ebd23bbe5d544324d573409882adee61444653fc127888c96ff6bf3052

Observation 7da1eb61-0341-4d5c-b849-ab5a5eb8aae7 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.825081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.254328Z digest=sha256:b443aa05bc2d1ce4844dcbbab44fcd3b959ad74e40aef03b177cb89e714607bb

Observation 2217f147-a24c-4df8-9f37-bf2b469b7e08 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.810329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.260640Z digest=sha256:b71bda862a27231e5c4c444876cc869e9c0b3ce52061626aec3046295d01d4ba

Observation 728b0106-eac7-4c78-9526-310fa534e759 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.796817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.266608Z digest=sha256:7fa95eb0ec88bde790de82f1a5db7b604ce8852b1e0e3e0f489ab12fb6361015

Observation fcae20a4-3fe7-4a9a-aae1-e6694a2c6704 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.782577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.272574Z digest=sha256:2c7aa3fe4e5d0de0e80bf7da496f938ed58f19efb534338a237d1cc0615d1462

Observation 92530a41-e0f7-4d11-b9a8-f59288efa482 · outbound

This paper cites You will be presented with:.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles You will be presented with:

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:46:50.751813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.283295Z digest=sha256:50876aaf1fbe435bd7175e23ad0959af5cb0c0d17ada2c611fe90ec9a9a57488

Observation d83695be-21d0-4992-9e08-a7717164e6f7 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.716458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.297366Z digest=sha256:4fc291762dd3b0a995826ced798cbe0392254fb8248701fdd419780aaeea3392

Observation 4349b02b-3f55-40c2-aaab-ecb768b83ef5 · outbound

This paper cites (2) Informative: The response provides sufficient, useful, and relevant information.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles (2) Informative: The response provides sufficient, useful, and relevant information

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:46:50.659309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.315481Z digest=sha256:c589d1c51929d9aaf2c8b501be21dc361e57ba282b33d678e5a84d40f5b69e00

Observation faed4533-1d14-4c83-a254-c2480b7cb84c · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.640479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.321405Z digest=sha256:bebf7bf2b8d9927d30cb132e609f73e395c3e93f9fe1cd62916c007711d0c5b7

Observation 4db83b9e-c570-475b-963a-8f033ad99087 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.626032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.327054Z digest=sha256:166d82dad6a07c35fce082c38cd323c3cbfeea19419fc3ab3bfb33b6ea325e27

Observation 2fe2c7b4-3898-4275-a713-7ee0cab6cea9 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.607009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.351240Z digest=sha256:bc002ea2399f2dacc002c4ffc69731608cc75cce0e5807f355bce714a7678726

Observation a615d1d0-c13d-423e-8e92-5e325af5ef99 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.767202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.359704Z digest=sha256:8c733e54185303e8fe16300fcc5e79f9cffa91a95be9188a12747359e17e0059

Observation 8c219d30-9769-40f1-ab10-d8bbd2683e7a · outbound

This paper cites For accept: Please response with a concluding statement expressing your feelings about the recommendation experience and your thoughts on the final product choice.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles For accept: Please response with a concluding statement expressing your feelings about the recommendation experience and your thoughts on the final product choice

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:46:50.587241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.365164Z digest=sha256:0517204ed34edb1955d24996f31323bf079110fac06e36e463c15b0a08822dd4

Observation 84055804-6d5b-4022-9cc0-68af19b1e640 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.736937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.370965Z digest=sha256:c865bc2ba73bb28a46d9b0bb0ff783e0e4cabf6db5e1372e61beb4d848e605de

Observation a17269d6-bb4a-4a19-96f1-840fcbdff280 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.565844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.377094Z digest=sha256:3c3c1be191ed2b8c29b14c28c78aa383e4d075a3b2c1d2e88b3febb8645b4b0f

Observation 4e04ce90-be62-406e-b987-1ee96ded797a · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.696617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.384325Z digest=sha256:6b336a0e179410e4403a62c6f4a63bf7ce8a21a01e25a6a2081f2ffc33e7c132

Observation 8a25a7d5-f9cf-4320-b51f-a3ca6075b9b7 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:50.675213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.395010Z digest=sha256:c60062d256ccc98a156e3add1595a0f88a92efec5d88e3a3b46fed736fbb9649

Observation e28ca641-f1fa-42ec-8e62-2461646ab997 · outbound

This paper cites (2) Informative: The response provides sufficient, useful, and relevant information.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles (2) Informative: The response provides sufficient, useful, and relevant information

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:46:50.545646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:50.399785Z digest=sha256:25d0cbd569aab26d30b54a5fb4844704ace0c5a3e59e67ef698a40f4855827c6

Observation 9ec5ddf6-52d5-4603-99d1-0cba6f9df3a6 · outbound

This paper cites SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations

Reference 1120

Resolution
unresolved
no resolver link, observed 2026-08-11T04:46:49.808695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:46:49.808695Z digest=sha256:1b5ea9a4548ff51be9e0e40d8a08def64314b8d7228dcdc7977c6a519e4d66d3

Observation 90257f5d-568e-47a4-8434-1d6e3f8ea75d · outbound

This paper cites In Proceedings of the IEEE Conference on Computer Vision and Pattern Recog- nition, pages 5503–5512.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles In Proceedings of the IEEE Conference on Computer Vision and Pattern Recog- nition, pages 5503–5512

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:46:51.380410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:49.793431Z digest=sha256:1b0d5f1d290662e047ef886e1c6ec72aa9053cd0c08ab66badfde46888caac22

Observation 07c4db3c-f308-42b1-9e4f-ba2d1825f191 · outbound

This paper cites an unresolved cited work.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Unresolved cited work

Reference 2018

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:46:51.363082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:49.817605Z digest=sha256:e61396837ea4054a521d035d87c2edfa0772303a60a79fe8c11cd9a7daf80c92

Observation d30ac176-b510-48a9-adab-5ac34f7b2c60 · outbound

This paper cites INSPIRED: Toward Sociable Recommendation Dialog Systems.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles INSPIRED: Toward Sociable Recommendation Dialog Systems

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-11T04:46:49.801186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:46:49.801186Z digest=sha256:83532ff3e09cfbf65bf8cf11baa85e2c9f8d174be840152996c81c07733c8b85

Observation 75adeff6-eda2-4ee8-bb9a-05d308945360 · outbound

This paper cites Parameter-Efficient Conversational Recommender System as a Language Processing Task.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Parameter-Efficient Conversational Recommender System as a Language Processing Task

Reference 2024

Resolution
metadata mismatch
local_arxiv, observed 2026-08-11T04:46:50.466665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:49.839769Z digest=sha256:ee4fdb0415be788a2a461d44f1f49e30935adb9d09bb6beb4f391e30031f4ebb

Observation 7e7998b6-e551-4a37-ae39-c522822b1655 · outbound

This paper cites Evaluate What You Can't Evaluate: Unassessable Quality for Generated Response.

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles Evaluate What You Can't Evaluate: Unassessable Quality for Generated Response

Reference 8939

Resolution
metadata mismatch
local_arxiv, observed 2026-08-11T04:46:50.489482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:46:49.824594Z digest=sha256:5df056c44a054902a2d98b4e15dc09bf54be2c308cdc80b433761fe56a0a14d4

Pith citing papers

Observation 72a2995c-00e3-4158-a6be-297c616f91da · inbound

LettinGo: Explore User Profile Generation for Recommendation System cites this paper.

LettinGo: Explore User Profile Generation for Recommendation System Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T18:57:42.370095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:57:42.370095Z digest=sha256:c5e323744050be4ad3ffda59ef0d1a612e6aa916a91f1ae3766da4701159279e

Observation 7a6f252a-0053-4093-bb6f-24dae3a16fb1 · inbound

A Literature Review on Simulation in Conversational Recommender Systems cites this paper.

A Literature Review on Simulation in Conversational Recommender Systems Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:54:42.123779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:54:40.698190Z digest=sha256:6e5e8437466080e51c96e727533f4b3821f048f02b873888455cabf280aeec24

Observation 4378533a-042d-41f5-9e84-e6cf8611e1e7 · inbound

VOGUE: A Multimodal Dataset for Conversational Recommendation in Fashion cites this paper.

VOGUE: A Multimodal Dataset for Conversational Recommendation in Fashion Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T08:24:16.115994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T08:24:16.115994Z digest=sha256:1898cf86b06a03da893aa382e7cef3427178c3865939557ce5a4d390d8c58271