Paper Citation Record · LEDGER

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation

As of 21 August 2026, this Paper Citation Record lists 100 of 196 outbound references and 2 inbound Pith citation observations for arXiv:2511.16478.

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

pith.paper-citation-record.v1
2511.16478 v2

Coverage vector

measured 100 of 196 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T21:09:23.663887Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T15:41:40.761150Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T09:29:43.162914Z

Reference resolution

100 of 196 outbound references displayed

verified exact6
verified fuzzy0
unresolved91
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7e9d2f82-b406-4254-a20e-b5757ef92bee · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:06.099059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bf224ce-6d16-4e30-a1b0-07f62f48eb3c · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:06.170053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e6bd851-adcd-4294-9324-41c9d0cc5580 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:06.296371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e1e6725-5911-4b66-aaca-eee2e1d37781 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:06.400316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 451e71a8-d2fe-48ca-b38b-47ff4aaca79a · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:06.495476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc1b43db-fbe2-4ce1-a053-49c06fd4a468 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:06.598502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05be4752-2e2b-4a6f-b083-571dc925576d · outbound

This paper cites Real-Time Personalization for LLM-based Recommendation with Customized In-Context Learning.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Real-Time Personalization for LLM-based Recommendation with Customized In-Context Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:06.850631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8b77614-6bb6-45d7-a048-1babcd2bacab · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 9

Resolution: verified exact; doi, observed 2026-08-03T21:14:13.417350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7e31d501-5964-4739-9045-f061e2e98618 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:06.997249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4bdcdbc-ec7e-487e-a319-ff64fd8b173c · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:07.105655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f5b3b6e-5090-4268-8d63-ad8d24296926 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:07.176785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1c89976-1f73-4b1c-9dc7-363449f98bff · outbound

This paper cites Language Models are Few-Shot Learners.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Language Models are Few-Shot Learners

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:07.226961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4217ae2e-e2e5-42a5-acdd-b5e8b649ffe1 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:07.379941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20713e28-69ba-4626-8271-cb7f7afb95cd · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:08.724197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d996129-8ae1-4e06-b692-4028ca2c16b3 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:10.455791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1ff6c9c-a320-464d-8645-73eee5e0203b · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:10.589585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0476e23d-3b9c-41bb-bc79-a7b0e44dc364 · outbound

This paper cites 2009.Music recommendation and discovery in the long tail.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation 2009.Music recommendation and discovery in the long tail

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:10.714422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcea2965-1714-4de4-a24d-6ad43cbb32dd · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:10.871040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aec30d6b-d3d3-4614-91c4-54beb8bf53b5 · outbound

This paper cites MLA-Trust: Benchmarking Trustworthiness of Multimodal LLM Agents in GUI Environments.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation MLA-Trust: Benchmarking Trustworthiness of Multimodal LLM Agents in GUI Environments

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:11.014186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfce4d3e-7f66-4660-96d5-60716d0ba098 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:11.167789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fca87cda-9e1c-407a-a5e0-92ae88076643 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:11.273398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 695b7d23-a582-43f1-8565-c1a3f17b2047 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-03T21:14:13.302177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3c742e24-e686-40f4-9849-d8943b73b6ed · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:11.840256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91f6c315-66b1-4072-95d6-33404feddc4f · outbound

This paper cites TalkPlayData 2: An Agentic Synthetic Data Pipeline for Multimodal Conversational Music Recommendation.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation TalkPlayData 2: An Agentic Synthetic Data Pipeline for Multimodal Conversational Music Recommendation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:13.653839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 772343b1-fea4-4ebd-990a-4b32900fb026 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-03T21:14:13.089677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4bc2fc5e-f260-4693-839d-785f7c2a5e17 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:13.850160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30a7892d-6395-423f-9402-b56071995914 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:14.006758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66b67c87-555a-4e8d-8baf-a508f5e4a713 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:14.059131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40cc861f-a587-418e-95c5-3905d3e0c767 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:14.273869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 785f04dd-dd5e-45c0-b4e9-03e9c7707a18 · outbound

This paper cites Recommendation with Generative Models.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Recommendation with Generative Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:15.100672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4aba0cab-54d6-4fe6-b542-15394052019b · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:16.796982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64711295-4b6d-4105-9ed8-169a253fb7ef · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:16.926015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcb94a12-0bce-457b-ab66-70113d8d591e · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:17.108339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3411946-f1ea-4b14-82df-7e567da9979e · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:17.190381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eac7eda6-eb87-4af4-a895-064ffaec20fd · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:17.324952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c95cf8a2-1991-48bc-a19a-00ea2c31d04c · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:17.397975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00b8163a-5df8-425a-bf60-c8c964dcdbe1 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:17.510893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3475ec8f-1d42-41b4-bea5-f4c869f7cf72 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:17.653112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a659408-8c02-4051-baf2-56789b8928c4 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:17.764780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ecbc0c1-9566-4989-b88d-0ccca7009b13 · outbound

This paper cites Epure, Anis Khlif, and Romain Hennequin.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Epure, Anis Khlif, and Romain Hennequin

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:17.837472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9249c27-5c58-4ee6-9ed9-7162cfb94d3d · outbound

This paper cites Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item Annotation.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item Annotation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:17.915125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27dcd90d-136b-4ed0-acc5-03cbdc859c26 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:17.985291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b8b2bd1-75f0-4a51-a2ce-f6dae379211a · outbound

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Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Ragas: Automated Evaluation of Retrieval Augmented Generation

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Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:18.039128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52ac2ed1-b7dc-40fb-9258-e499ea502d26 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:18.157751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea126de6-0dcb-4903-aa7c-4b9f335f7b0e · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:18.222038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deb6b4ff-8194-4458-b35d-802be19097ad · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:18.272165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1458c62-8f37-4f68-8305-2b6077b273c6 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

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Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:18.363840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7680c73-29ba-4d2f-9dd3-b2db1276c2b9 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

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Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:18.423942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7440ffe2-a94c-4cf8-ad87-7f620d65bbb0 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:18.491552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b642fc48-08be-4fd8-8d26-a6b06aad773d · outbound

This paper cites Escrig, and M.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Escrig, and M

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:18.574162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb34d8df-6ea8-406a-9b61-034159116a4f · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:18.666419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc2090b8-91ec-40b0-ace8-808222cd338e · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 53

Resolution: verified exact; doi, observed 2026-08-03T21:14:12.882906Z

Source-reported events for the cited work

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Observation f260b04c-7359-4ec1-abb5-b369c5d9f8b0 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:18.823732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6a0ee86-bcda-4f63-b252-1685afb43900 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:18.924548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dfb7104-4e81-4fbe-95b0-dd0402f46795 · outbound

This paper cites End-to-end Training for Recommendation with Language-based User Profiles.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation End-to-end Training for Recommendation with Language-based User Profiles

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Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:19.038915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83abe712-ff82-4657-8841-d64f0cc0a55a · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:19.123791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d2794db-0c09-46a4-96c8-d4543196fbf4 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 58

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3ea5326-418d-4b40-a7ca-f94597f04329 · outbound

This paper cites Scaling Synthetic Data Creation with 1,000,000,000 Personas.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Scaling Synthetic Data Creation with 1,000,000,000 Personas

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:19.299709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c996053-9632-44bb-8010-fa5edae9d3ef · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:19.385307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d76e5c9-f0f2-4669-945d-227ae952ede5 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:19.512380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3309ec38-fed2-46a2-a35c-a914980f0dc1 · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:19.623436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cc269b2-6a47-4151-b3fd-4a6ea154b3ae · outbound

This paper cites an unresolved cited work.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-03T21:09:19.707080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 252a5c20-6f30-4b10-a172-a0713f733b21 · outbound

This paper cites an unresolved cited work.

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Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Unresolved cited work

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MuChator: Enabling Active Music Discovery via Conversational Music LLMs in Douyin Music Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation

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Music Playlist Captioning at Scale with Large Language Models Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation

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