Paper Citation Record · LEDGER

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation

As of 19 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2507.15826.

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

pith.paper-citation-record.v1
2507.15826 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:27:10.386224Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:25:19.137950Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T17:25:19.496606Z

Reference resolution

49 of 49 outbound references displayed

verified exact0
verified fuzzy5
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 53268f2e-0178-4093-93db-f1993bc01117 · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.079920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97e069be-1a7d-49c4-bc50-f8b574a60b4a · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:12.286544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f644ef83-a4d4-44c9-adc5-f9edbfaf063d · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:12.143814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3492939c-939f-483d-b29f-72e561e8e7cf · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.973081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b4829d1f-5b1a-434b-b89d-3f06af5eae57 · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.116147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 194f7550-718d-45b3-9c44-1a6558b7ef81 · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.828061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8d1552fb-e3d2-4bb2-b3da-7a3755e668d8 · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.131508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61c37b9c-3689-42ee-9e89-aea72acd23ac · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.688960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3bca794d-d92a-4068-8179-02e5de45b5ac · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.574772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1254a46c-2109-46c9-954e-2973b2efe96b · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.157916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5376eef1-6163-4560-bc73-785517e313bb · outbound

This paper cites TALKPLAY: Multimodal Music Recommendation with Large Language Models.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation TALKPLAY: Multimodal Music Recommendation with Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.171009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e286d368-0ab3-4bc2-93ca-e4ba13597a71 · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.491850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d2e5183d-cdad-44ef-9fff-54e6623c0dcc · outbound

This paper cites Large Language Models.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Large Language Models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:27:11.522272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 277d5ead-1727-46ea-b34c-1c975fd701ee · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.373003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ec8e0448-13e6-401c-8b51-bd6f5169cf94 · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.207614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0a062da-208f-4960-a3ba-b9b37e7603e7 · outbound

This paper cites In Proceedings of the 3rd Workshop on NLP for Music and Audio (NLP4MusA).

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation In Proceedings of the 3rd Workshop on NLP for Music and Audio (NLP4MusA)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:27:11.457777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bc449858-c103-4f15-89bc-f4cc2e55b507 · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.425422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 62f4c625-cbe1-4fb0-9c9a-70fe8f15ca0e · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.224644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3d498c8-d8e3-4b84-af4c-6e5a7cf9a07e · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.314836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cb65e343-6a91-472b-b9bf-1846c17e4422 · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.295998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation caa6f680-24c0-401d-885b-f5ad758ed937 · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.213367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ae95f0d-3388-447d-a7fe-7c19a0a7407b · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.218108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b50b5494-8a78-469a-9ac3-6181668d607a · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.259065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8d5031c9-140c-477c-8620-1857faf7568a · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.240668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f591534a-eec1-4578-9c12-b3eb421f9631 · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.219375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 77a81f30-e692-4b64-a95d-579eaa8d2e38 · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.276049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9f444242-95b6-4130-bf4e-2056cf5935a2 · outbound

This paper cites SGDR: Stochastic Gradient Descent with Warm Restarts.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation SGDR: Stochastic Gradient Descent with Warm Restarts

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.246370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfc905b1-0ad9-4b08-943b-552e3c6d335b · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.112039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 48f60a9c-e254-4393-abec-0e47a9855392 · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.084132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b16c8acb-a0fb-44cb-adea-49ec99771a8b · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.295748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb5f4f20-af98-4a3b-8d87-24befe849b6a · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.199149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6bd12ffb-b243-454b-98cb-3322266496e7 · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.039436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation af303963-679a-4f9b-9b83-36376321b6d5 · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.133859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1c9add4f-466c-4e9c-8b59-523529329f8e · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:11.017314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 195afdb2-0553-4981-9e68-110c91b4bb4c · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.338040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cf06d29-7549-4f31-86cb-5fd3c6f96f1f · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:27:10.962206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 280f1982-cf0e-4039-8f17-aefa59ec17a9 · outbound

This paper cites BPR: Bayesian Personalized Ranking from Implicit Feedback.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation BPR: Bayesian Personalized Ranking from Implicit Feedback

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.303548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 153bbe55-5a37-417a-824f-a7356d9727c8 · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.309501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bfb58fc-7d2d-4220-b1b6-8773280235a2 · outbound

This paper cites Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.370174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d538d5d-1f16-431c-99dc-7e85c563846b · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation LLaMA: Open and Efficient Foundation Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.321274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a37d7426-cd1e-4ee2-87e0-c91006b57cdf · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.386224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5f76bed-152f-485b-a320-aacebb26cf4b · outbound

This paper cites In Proceedings of the 18th ACM Conference on Recommender Systems.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation In Proceedings of the 18th ACM Conference on Recommender Systems

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.344054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c5dc7ea-2ed1-43fa-96e1-7386a76b4322 · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.356775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d660bb2-1098-45e5-a057-ce995e9ec096 · outbound

This paper cites Multilingual E5 Text Embeddings: A Technical Report.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Multilingual E5 Text Embeddings: A Technical Report

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.362879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56647cbf-57df-41b1-a7af-fff901ccc638 · outbound

This paper cites Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.377854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13f96859-b983-4c0f-98f9-8487d52cb528 · outbound

This paper cites In Proceedings of the 21st International Conference on World Wide Web.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation In Proceedings of the 21st International Conference on World Wide Web

Reference 2012

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:27:11.173185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 75c2cee7-e4bc-41a7-bb51-14e2154c9f52 · outbound

This paper cites In International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021).

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation In International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021)

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:27:11.397874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3aa14e8c-c546-4fc7-9ca8-da4d43a8f327 · outbound

This paper cites In Companion Proceedings of the ACM Web Conference 2024.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation In Companion Proceedings of the ACM Web Conference 2024

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:27:11.605576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2e45c5ed-35b9-4cd6-a569-0876d5dd5df4 · outbound

This paper cites an unresolved cited work.

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation Unresolved cited work

Reference 2764

Resolution: unresolved; no resolver link, observed 2026-08-06T15:27:10.108789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation dfaed8d1-c09c-4988-950a-659aed73e06d · inbound

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

TalkPlayData 2: An Agentic Synthetic Data Pipeline for Multimodal Conversational Music Recommendation Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation

Reference 2006

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:25:19.502974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.