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Paper Citation Record · LEDGER

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

As of 16 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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:49.848615Z digest=sha256:b0d330e78a7a63e9d7e778e44cf976a7cd489033305b46c7b7895a5d3564669d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:49.853689Z digest=sha256:c09877ac6fd74c5094ae198751ad0d3c2b9ee42408ccc0ea58efa3893ba2da21

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:49.873574Z digest=sha256:8fea53d9bdea4e980e6dcaa710be406a69e70d62a9828a780ab7e96073483eb0

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:49.907980Z digest=sha256:87892af62d968373603d8c1d31c034cb8a7fd75e98331a485e68a2a7015798b4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.218668Z digest=sha256:fc19d02272fe66da4076dc317333571893b1fd65f7df2af0a081b3b9980f9d9c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:49.859537Z digest=sha256:8cffe3b76ab3f58c94a5c7b933bf957aa991a2c45288cb4acab12911eb89cff1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:49.866400Z digest=sha256:2f1b083ebe85ecf2c142db8e90b2e84d74cb0566212ba941daf3f25e5dbb62f2

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:49.880100Z digest=sha256:95dd617547b27a5bd4dcc67cda76d6e5428937595a41b5646cad710e0d14923d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:49.891963Z digest=sha256:35cc0a39b5451af2b0e2872eaa8dacc95f0eac4809eaae0c99e40fd70fa8df4b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:49.897948Z digest=sha256:cc72bcc215418bbee4d325dade4f38ef689f1ee0a7e132736a677253e1874d61

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:49.902473Z digest=sha256:5d654d79839d5c49d68f07f6fce396cd3c0bc1d7ce7ba09b3e01654132ec6f3b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:49.923863Z digest=sha256:eac7ba272abcba64ef34ed01797799a8dbb3986d9a2059e3b08e4005170c122c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:49.929702Z digest=sha256:4da1b57f2e4c0f854224cd71cb4af72e9835fbd1e1c1e2a1922de2eeeac36cb5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.111542Z digest=sha256:ea83bb8900e5928090ab0fe2716a0170a66534e5b174039707db29a669d4ab6b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.131766Z digest=sha256:a1eef8dfc8f3dc7f4b5202cd9c9d61a51dc2123ee4e323aeef96c9111a8b11ce

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.144877Z digest=sha256:417b59d9166cd641199a8a4c2d7736727903a1b1795e9f50d2f451835d8c4b62

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.158680Z digest=sha256:a0595dcefc236a871e8cfc7e85bd75582774b7fc1f74805c11389c7f95d83aea

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.164732Z digest=sha256:190518b2e4230dd917364b8c8693505c6959b1761b4913d30fe86736276dee15

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.170266Z digest=sha256:2140125a225723d14f1447fe7595477ec6cc99c9ffbdc70c3eec2ceacab8608f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.178120Z digest=sha256:79673513fd7cff553e6ce53f70d4d547fc11892d6cce9510f4ace48f4b9a10da

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.183706Z digest=sha256:b23faeeeb76706e607969c4b183565ed3fec5952ce053f095fc6933704cb9c34

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.190812Z digest=sha256:bd075a081ccb6780d7454d8adfb14416a2200213948ddab6acbb85dc76712ebb

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.195756Z digest=sha256:e889e152ca4b1ebd5680bc9ad8cfed500e1f78e5c926482b1c33845ae2e2bd1c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.199495Z digest=sha256:99e8de6c046bf23fa977da07d929c3db973964d8ff32b30d43b6c3674430cded

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.203662Z digest=sha256:a3d1b2d7518a9c31cf242b795ea1718f519142a1029b85832ac6b9dece992557

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.213489Z digest=sha256:e321d0901c92a5f1e4cc2dcc50c40b6fb59e51be232523d0f88e8da41ebf68a9

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.224343Z digest=sha256:31108872de175519b4c4575d0d21beeab59ed11782e0c86266cd0268eed9b698

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.228904Z digest=sha256:b0aa5bde961b785c34bdac0a9d6b2f13290e56eb1144e8a9c422c7ace53bf26f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.233168Z digest=sha256:db1ae9fdc15d360e4954bfe7ecc9bd26235f85d73f60515f09e6583c1e3d4e59

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.237214Z digest=sha256:02318b97093797d9bf054d541f4e910a9537df5dab97c3bba0a38cd79b65ef07

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.243411Z digest=sha256:3864d5bf45e84e5084e6b5785e92ec6ed81575e7d0cf0f88d546444e6b14d166

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.254328Z digest=sha256:afca037add637e567212051d7b375dfa5429191af026f6912cd720fc74868dac

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.260640Z digest=sha256:ffa9f3d0fe1131119a436f666eda26574cf55dea7256ab3606abd02f45cf66e8

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.266608Z digest=sha256:18b523756d8c9b54ab1d25b6324114ca36910ddb3cc8fb39092a54ae13430f92

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.272574Z digest=sha256:a085db64a06ba29ed560d9f490fd1efd2f56f1a0af2481a256b83af241708a0a

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.283295Z digest=sha256:7464c4b98fab4630701becfab0f3df84ed8effa6f3b942202d7caab14f318ae4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.297366Z digest=sha256:0d318e6017049e461c4997a25b02c0e4e2a5c569016581a5d1ae949978e2144c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.315481Z digest=sha256:aa6e73faf73a6420a94f3af64d04d1a12bc173a30954c2243fb68040df391773

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.321405Z digest=sha256:915cea43ac3a4ef5f14d5600a6ca68226646064d42f159d32714a64e14660fa7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.327054Z digest=sha256:cf1d90773bf9dbcfb8e73c5ebae820547dbf7f7164428560eef1837212b38671

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.351240Z digest=sha256:d86c69368174f7479cee0f84bb29b2bfcff506176d6f0dca737c1a7451adde8f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.359704Z digest=sha256:06f7e3872e2cd8905072a12cf10657499e60d72388c96a7b3190af542f85f47b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.365164Z digest=sha256:7aaf301770b21549fc70da155820a8b41452e0a7860262212b1ed434d271280e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.370965Z digest=sha256:6b05c843201bf317fce0b9de562150a1d326614fbe79e501aeb9aca3d37caacc

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.377094Z digest=sha256:91f31020e09b44a1467979a790d81722aa224a69e6b0d68a3a66b06acecf411e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.384325Z digest=sha256:c93649728a326e472a08e54d9543744fdb6757e9522c085f11a0c3ebf5ea9c57

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.395010Z digest=sha256:823ecbb9f60bedac2b143b104bcf54e6dc70e4cee201007dcbec1d0425115e59

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:50.399785Z digest=sha256:7599165238e6060f617195f3721515222b1c22f7e73b156d6c32337cb8f92d0c

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:f3c1b40da1d6fd1f67c6b455c76cba70f0b059828b28860a8b2f1508db05de13

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:49.793431Z digest=sha256:c39d4aec7516f9c305cd57d45a2db68d629d657beb1dce692a557268e856dfde

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:49.817605Z digest=sha256:a1fcf705bf0fa6c1449ac06a84ca2eee5fe4166ff8fd144a4fcba412396d5501

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:ad164f1383e915bda2c55dcfad4f324657b6dea643427bb8d4d56d06c9b7dd3d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:49.839769Z digest=sha256:53f4513448666c6a1bbf1c92ca05398e233742b807d21b3594c924d51a03d837

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T04:46:49.824594Z digest=sha256:2df7623ca845d801190f45531f79e44a2c4143711c59dc163526ff3a83f3f5ea

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=sha256:4bf8380e5aa90c7d34d8a1abcaf1d0fa6b5fad766f5a613bdef0f970322eb6b7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:54:40.698190Z digest=sha256:42a99ca3a5e6453cbbecfb351721eae19d8016850d76ee8677e282b95a741689

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=sha256:8c022440c89829eb490c9e66dd45fd2105f2bf7bef77ece26def2d506a9069fe