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Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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.

source=pdf_text observed=2026-08-03T21:09:06.099059Z digest=sha256:a23c998c98e748210563e5e3da9f512b9f42a5f5b5d3519377d4891e012b6f44

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.

source=pdf_text observed=2026-08-03T21:09:06.170053Z digest=sha256:2b7eef83723494cf23d30610ed4b22793362a285994809ccbf1373e728760062

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.

source=pdf_text observed=2026-08-03T21:09:06.296371Z digest=sha256:31f02c21c350952e7e7d41386a6dc72c910a1fa381849f3a09e8b2bcf6a3b863

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.

source=pdf_text observed=2026-08-03T21:09:06.400316Z digest=sha256:041a90c6be60e4d86187fb18e0f9823c9425b96a0a5cd9ceac6f32b022fc61a8

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.

source=pdf_text observed=2026-08-03T21:09:06.495476Z digest=sha256:064e399738850c34bc5d9ffb2123c6a4353b246501c6047f85aa05b030b05895

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.

source=pdf_text observed=2026-08-03T21:09:06.598502Z digest=sha256:85a5bc41baf07b66067c84795e4ad971420dff771edb435aba1c29e9a50bdbeb

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.

source=pdf_text observed=2026-08-03T21:09:06.850631Z digest=sha256:338441a766b573d8531b5f65ba11d4de863a975772d91130e8278f15463a51b7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-03T21:09:06.932305Z digest=sha256:f1781588a82faecd8ab7394e4115876368ac09e2a60914ca10e9789cadcd8872

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.

source=pdf_text observed=2026-08-03T21:09:06.997249Z digest=sha256:f399d7e883251b5c32812303c603441a97dcf683b3297a42143acdf9d454c0b5

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.

source=pdf_text observed=2026-08-03T21:09:07.105655Z digest=sha256:3552e222b9efe9237597d02ffe6376d53e135d2f10ec3ac1ba9acae243e45114

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.

source=pdf_text observed=2026-08-03T21:09:07.176785Z digest=sha256:afe7bae7ee20b02203ec759b8b96c02206c0b7aaf29566eb9f517fd5c68a1c47

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.

source=pdf_text observed=2026-08-03T21:09:07.226961Z digest=sha256:d37938d46d6f55628d9a4410cb01ad5476b90826fda5a01e28ac1aaac9b81ddd

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.

source=pdf_text observed=2026-08-03T21:09:07.379941Z digest=sha256:9034d3e3811a0ea59a73a6cae5c1012aeab2396cf43036fa0ffc5ca94e120e1d

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.

source=pdf_text observed=2026-08-03T21:09:08.724197Z digest=sha256:8bce8d1738eae32b723143274c91fdb82a7f141bcb08eae77a11621d4710cd20

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.

source=pdf_text observed=2026-08-03T21:09:10.455791Z digest=sha256:58c13b3133da984018df789a6d892f0f9a694ef376cded6d3e2f4467658a023f

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.

source=pdf_text observed=2026-08-03T21:09:10.589585Z digest=sha256:8d757abdf3c12c72f6473b39b300af4c39579127e361623fe931923daced6435

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.

source=pdf_text observed=2026-08-03T21:09:10.714422Z digest=sha256:b3c04e9080121ecdfebba50ffe966de88e19a4fcaf9f9ab8ae9b0d1be0a33cc2

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.

source=pdf_text observed=2026-08-03T21:09:10.871040Z digest=sha256:49434694b432c6d3f7f5baa84b5c1d3ca58f5c2ae6d1cf21dcd07291865c0bd5

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.

source=pdf_text observed=2026-08-03T21:09:11.014186Z digest=sha256:fe80b6f5a30d845123171fb814b13cebfbc00bd323b9b3b7b0e9bffc0d66546d

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.

source=pdf_text observed=2026-08-03T21:09:11.167789Z digest=sha256:3fb896bca1b5bb5d26c7113cfd7332f7330437a90307b79b31cfdd795869caf8

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.

source=pdf_text observed=2026-08-03T21:09:11.273398Z digest=sha256:3cc7dcf56d51b4fc85e99be309c9f84738d042bbb9d33f73be4358c198a94bcb

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-03T21:09:11.466322Z digest=sha256:dfe2d681843e40ba7cb77d5232fb870d1490d0b3cc4c774300c61db6e9348c38

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.

source=pdf_text observed=2026-08-03T21:09:11.840256Z digest=sha256:a6656aaa57e49b4e8613ebcf384e5b5ad0044cd986617eb3a535982f9ad75606

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.

source=pdf_text observed=2026-08-03T21:09:13.653839Z digest=sha256:a23a3095eb82cc03052776ade1dd3b8abc2bf65cef7ffdee34d2ba9df4d50c57

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-03T21:09:13.786043Z digest=sha256:b93bee52f9f7523a243be26af8adc18d4f813e34dbd810cf4cb0cdfdb01ec97a

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.

source=pdf_text observed=2026-08-03T21:09:13.850160Z digest=sha256:20e808f134284aa97dea5ee9e5098df22f94c5a9bf050ec05c416981423cbf3f

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.

source=pdf_text observed=2026-08-03T21:09:14.006758Z digest=sha256:54f30bb5b1c9e1aad1f8f841ccdd14ff537f451c016fee1fbe1fe396ffbf5d2e

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.

source=pdf_text observed=2026-08-03T21:09:14.059131Z digest=sha256:0cd01e307105b7b0a251dcd629eb1f3d00f39e707ea721020d083b340301e7fa

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.

source=pdf_text observed=2026-08-03T21:09:14.273869Z digest=sha256:d8c33176a87ca2124a0ad827d5369143fc4068c406f9e6cdb893f0d6c664fdc7

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T21:09:15.100672Z digest=sha256:c8b209ab838ebe838441042eea6ec54f8b4b47e3bc74050a94b0c0d8dee1fed6

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.

source=pdf_text observed=2026-08-03T21:09:16.796982Z digest=sha256:81cbfe8ae35718127e739ada630e38ed67cab4b960e0088a0535bb926be504bb

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.

source=pdf_text observed=2026-08-03T21:09:16.926015Z digest=sha256:5ff2327694b8e68e1d2f47864b394bec812543cd1d245b82680b2fb0d398e3cc

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.

source=pdf_text observed=2026-08-03T21:09:17.108339Z digest=sha256:67dc2236eccdfd7ad82ef9267e293cabc6a4ea02b60c7f51a3abb26da3f128a1

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.

source=pdf_text observed=2026-08-03T21:09:17.190381Z digest=sha256:fd6b4f453e0296ccdf7d4b95047c7debdb6eee9200d0440858ad971849fa18c4

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.

source=pdf_text observed=2026-08-03T21:09:17.324952Z digest=sha256:61131c1e9fcf567dcdd56854f45fcf1aaef925c7905466b101ff167f1137e5d0

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.

source=pdf_text observed=2026-08-03T21:09:17.397975Z digest=sha256:7235a2735cd31201769cd7104f94f1b39481c9a0716863d1c7dd97304403c577

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.

source=pdf_text observed=2026-08-03T21:09:17.510893Z digest=sha256:5a6256d536a5224b242945e715212e666374a51b816f3c4fe7af4573132af451

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.

source=pdf_text observed=2026-08-03T21:09:17.653112Z digest=sha256:a2879ff60e6f91b8a92ecaa08e79028e295ce8a44b95bdec15645f4be3a95225

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.

source=pdf_text observed=2026-08-03T21:09:17.764780Z digest=sha256:179f3fa641248839f0e53e1afba0879db2efce0611eefc1873311f1c2fe72cb9

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

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Unavailable: canonical work link unavailable.

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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

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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

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source=pdf_text observed=2026-08-03T21:09:17.985291Z digest=sha256:443cbc67f3340c180252205dbcec8a37a3db432942e36066842c99ffa6389fba

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

This paper cites Ragas: Automated Evaluation of Retrieval Augmented Generation.

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

Reference 44

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source=pdf_text observed=2026-08-03T21:09:18.039128Z digest=sha256:a66e7ebaefb3f675c4c065e153b95ec0026a5ab6b3ca0bde9e7b8a971a7caf4c

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

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source=pdf_text observed=2026-08-03T21:09:18.157751Z digest=sha256:bbf388ae1c7b660ca979da2c2be690dfb5e67f3c7b8e8ce4376c8f46be4d1d20

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

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source=pdf_text observed=2026-08-03T21:09:18.222038Z digest=sha256:8436ceaca9f466bcc9b26a29a5a2140488a65a22b5e515bcd34d0596c11371de

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

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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

Reference 48

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source=pdf_text observed=2026-08-03T21:09:18.363840Z digest=sha256:88c7fe34591ee8105044ffa10636b2d7f94b0834eee3d1ef77021ec88684f17b

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

Reference 49

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source=pdf_text observed=2026-08-03T21:09:18.423942Z digest=sha256:b70213159547f724297842df7b2e060a7c7d04e99d18986888294485b3bb7f57

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

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source=pdf_text observed=2026-08-03T21:09:18.491552Z digest=sha256:9a71ded982301228aa17d2b0e4418f28c81270c0502c6e5af007de487fcfc70c

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

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source=pdf_text observed=2026-08-03T21:09:18.574162Z digest=sha256:a8aa636564e0d2f1a97981eb95f1dc1d756923f97539b1a70a73c5f77739ebb4

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

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source=pdf_text observed=2026-08-03T21:09:18.666419Z digest=sha256:bd7578a159ed78458a4bc19fcfc16d13cdc65b729e889e5604361af8a9c43f34

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

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source=pdf_text observed=2026-08-03T21:09:18.739207Z digest=sha256:f786b3f561619bbd4cb285c973c0bdc3f28931aaec54d5317a9e07f3be5497ab

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

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source=pdf_text observed=2026-08-03T21:09:18.823732Z digest=sha256:d7b98bec42291233975e470f6fd65b88c77c74aafd1cbf14bb43fce5e9ecc620

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

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source=pdf_text observed=2026-08-03T21:09:18.924548Z digest=sha256:478c3aa2e802e85163a2b5d7a56b5c0378704de97f7cbde8a44119b8f40d7d95

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

Reference 56

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source=pdf_text observed=2026-08-03T21:09:19.038915Z digest=sha256:1db631088f3b369eb6c5f1414f235bba04b34a2b1ff784ed4eca07ad33df1202

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

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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=pdf_text observed=2026-08-03T21:09:19.211800Z digest=sha256:75d2789ec63eb5062eeaf997517b0a01e2e83c577eab71357dd17be09912d5cc

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

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source=pdf_text observed=2026-08-03T21:09:19.299709Z digest=sha256:a186ceb41cf537f9bce6081c1068f421abe7e951931f5d9a6516801254b8659f

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

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source=pdf_text observed=2026-08-03T21:09:19.385307Z digest=sha256:5e001656936d42a00297cb4362bdc54aa855f43116ab98c603937ef3833135fc

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

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source=pdf_text observed=2026-08-03T21:09:19.512380Z digest=sha256:61b9607fa1ef44abf4a4731c7350dfbc49954148060700f951a793bd2f695c09

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

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source=pdf_text observed=2026-08-03T21:09:19.623436Z digest=sha256:8f150a79866084d0ca8bf8b2e172dca15acef7af1747deef9c5f686e58471af7

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

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source=pdf_text observed=2026-08-03T21:09:19.707080Z digest=sha256:a293ff581d713490b0c88cb50c9c5d184f5e39b5b9e193701e6914b6715ab926

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

This paper cites an unresolved cited work.

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

Reference 64

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source=pdf_text observed=2026-08-03T21:09:19.791325Z digest=sha256:544acd4caacd94f2175bf896f0a1a23353716564103620c7b219597c6fc50d16

Observation 9b57c07b-1b04-4dad-876f-a13c470e16c4 · outbound

This paper cites an unresolved cited work.

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

Reference 65

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source=pdf_text observed=2026-08-03T21:09:19.960752Z digest=sha256:1fe6e9620c349d331745f8272a3a40b48edb4cc69426c050a5f36dc9b71c05a1

Observation e3c7c4f4-a1fe-474b-ad81-9e52d262d794 · outbound

This paper cites an unresolved cited work.

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

Reference 66

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source=pdf_text observed=2026-08-03T21:09:20.067724Z digest=sha256:86cbc462fa7c3219a8e0f804cff57e54f1b5fe19f365e5437cdd4aaa478a572d

Observation 094d9722-3e48-41b7-b780-5842449971b8 · outbound

This paper cites An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4.

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4

Reference 67

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source=pdf_text observed=2026-08-03T21:09:20.133943Z digest=sha256:dc6957ee4ed6286755536b464ac643890180dfda0dff8b9f580bdd531cd24db5

Observation cf77261b-5df0-46a2-a810-5424920bce9f · outbound

This paper cites an unresolved cited work.

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

Reference 68

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source=pdf_text observed=2026-08-03T21:09:20.209790Z digest=sha256:6c4af6fbdc71f4557ff12eb77f195dcb2ec25ca1046ef8e8b02798eaba64c616

Observation 91b1ede3-617f-4dba-a117-4339c97174aa · outbound

This paper cites an unresolved cited work.

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

Reference 69

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Observation 87e09ac7-1912-4c90-bf03-5a46d9ec3b89 · outbound

This paper cites an unresolved cited work.

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

Reference 70

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source=pdf_text observed=2026-08-03T21:09:20.357831Z digest=sha256:124861ccc44721d39639e9f4f12c9ed1e751fa394c8a83f98118abc7b69469d0

Observation 07899030-51dc-4106-91e3-40de9cc36a60 · outbound

This paper cites an unresolved cited work.

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

Reference 71

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source=pdf_text observed=2026-08-03T21:09:20.436676Z digest=sha256:22a3a07dad21b625016bc667a459168f15f23aa8fd0fe7a4968e845583a27aa4

Observation 4de07d79-9144-4d72-8df9-ab5eaeec5dae · outbound

This paper cites an unresolved cited work.

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

Reference 72

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source=pdf_text observed=2026-08-03T21:09:20.539707Z digest=sha256:de3ab4eefe4a211351525345671e492640d2dbf08c4a90f5279579ff5a96c999

Observation 0c6a6556-6ae6-4a57-8739-d931c1551cb3 · outbound

This paper cites an unresolved cited work.

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

Reference 73

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source=pdf_text observed=2026-08-03T21:09:20.614286Z digest=sha256:67da9769437f308a89552451118d9d7bd6f90535e2c568cf6daad854dfabe8de

Observation efe82b86-1d51-415d-9c8a-73abf5529341 · outbound

This paper cites an unresolved cited work.

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

Reference 74

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source=pdf_text observed=2026-08-03T21:09:20.655786Z digest=sha256:f89b8a61d1c0609c598faa94ac98dde69cc58236196563b7895321ba0b27509e

Observation e7c6ba16-a0f4-4614-ae16-0c37b7c3b180 · outbound

This paper cites an unresolved cited work.

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

Reference 75

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source=pdf_text observed=2026-08-03T21:09:20.726925Z digest=sha256:1cfe83bad75f5c9848b4a5bf3373765688f5c5b988bcac00981422147cf84882

Observation 4912a936-49d4-4c35-9bfd-171eb410d4c8 · outbound

This paper cites an unresolved cited work.

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

Reference 76

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source=pdf_text observed=2026-08-03T21:09:20.813133Z digest=sha256:7c0db140b743abde219c347e169b0417e3e93c3ad8fe9c3d6366209f26e03518

Observation 78f0cdc8-5e36-4ff6-a392-309438ec6de6 · outbound

This paper cites an unresolved cited work.

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

Reference 77

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source=pdf_text observed=2026-08-03T21:09:20.911858Z digest=sha256:0ed5249b5e684412bec1f2892e003a3676d71a6c727ba21ca332865fb9ce995d

Observation 2a813fd0-6148-4c1f-92d9-ea0ce033575a · outbound

This paper cites an unresolved cited work.

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

Reference 78

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source=pdf_text observed=2026-08-03T21:09:21.001729Z digest=sha256:18ca1beadaff4493a8794214ba1f6942fe8f626945f25f540525719db5a689f0

Observation 0851b53b-dedd-48ad-8d0f-41c723180aec · outbound

This paper cites an unresolved cited work.

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

Reference 79

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source=pdf_text observed=2026-08-03T21:09:21.125839Z digest=sha256:c3c36f79c07696bb709672793e375c993eb260bb47d804c1729c0b5e7d33e4d0

Observation 28691598-d483-4a0c-99d8-c339ff40a966 · outbound

This paper cites an unresolved cited work.

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

Reference 80

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source=pdf_text observed=2026-08-03T21:09:21.231613Z digest=sha256:0c04cf05117d801e5da8c7d057bca39286bb4ce637f6d3245c7c7f3a20596d50

Observation 9855a2e6-ef83-4c68-8155-0988670860bc · outbound

This paper cites an unresolved cited work.

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

Reference 81

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source=pdf_text observed=2026-08-03T21:09:21.340511Z digest=sha256:35a74cf7f47cc7a2d9e0d6b90bdf40c8155eb72f261ed6d3000df2082e66d67e

Observation ee085023-410f-43f3-a5bf-f8792e7cec8c · outbound

This paper cites an unresolved cited work.

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

Reference 82

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source=pdf_text observed=2026-08-03T21:09:21.388497Z digest=sha256:5b410243c3227b87910c2db1027ff9673846b98de62f39daa135e655050510a7

Observation 23c44966-39c2-4318-a5dd-255180dd4e87 · outbound

This paper cites an unresolved cited work.

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

Reference 83

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

Reference 84

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Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 85

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Reference 86

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Reference 87

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Reference 88

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Reference 89

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Reference 90

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Reference 91

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Reference 92

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Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Chen, and Min-Yen Kan

Reference 93

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Reference 94

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Reference 95

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Reference 96

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Reference 97

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

Reference 98

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Reference 99

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

Reference 100

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Reference 101

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Observation e348cfdc-34da-4fb1-abf9-8b59399e5705 · inbound

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

Reference 18

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