Paper Citation Record · LEDGER

Predicting User Intents and Musical Attributes from Music Discovery Conversations

As of 20 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2411.12254.

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

pith.paper-citation-record.v1
2411.12254 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:48:46.465763Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:25:19.120242Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T17:25:19.561229Z

Reference resolution

21 of 21 outbound references displayed

verified exact1
verified fuzzy1
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2312772a-93e0-49b8-9599-14bce9567c8d · outbound

This paper cites an unresolved cited work.

Predicting User Intents and Musical Attributes from Music Discovery Conversations Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:48:47.334155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6bf9196c-4115-4fe4-a67e-5ca355851ff2 · outbound

This paper cites an unresolved cited work.

Predicting User Intents and Musical Attributes from Music Discovery Conversations Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:48:47.323190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5c632e6f-3d62-48ac-8740-1758ead9bc63 · outbound

This paper cites an unresolved cited work.

Predicting User Intents and Musical Attributes from Music Discovery Conversations Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:48:47.309832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9ce8c24d-ccba-46ba-91c4-fea474d50ec4 · outbound

This paper cites Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces.

Predicting User Intents and Musical Attributes from Music Discovery Conversations Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T17:48:46.263055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fd68d87-4740-4cc0-bf48-60d3c659dcc0 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Predicting User Intents and Musical Attributes from Music Discovery Conversations BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T17:48:46.268202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31c65b0d-dfa2-4760-ab9e-144f2cbaf4fe · outbound

This paper cites an unresolved cited work.

Predicting User Intents and Musical Attributes from Music Discovery Conversations Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:48:47.125697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a6176065-6b09-4a4a-ad4d-ff945f33cb86 · outbound

This paper cites The Llama 3 Herd of Models.

Predicting User Intents and Musical Attributes from Music Discovery Conversations The Llama 3 Herd of Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T17:48:46.277140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 705cf6db-5ced-4f8a-b23c-98bf1532a2c7 · outbound

This paper cites Bi-directional Joint Neural Networks for Intent Classification and Slot Filling.

Predicting User Intents and Musical Attributes from Music Discovery Conversations Bi-directional Joint Neural Networks for Intent Classification and Slot Filling

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-12T17:48:46.540847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 17719e68-459b-46ad-8121-e350f6c4a4ef · outbound

This paper cites an unresolved cited work.

Predicting User Intents and Musical Attributes from Music Discovery Conversations Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:48:47.114470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f8ee6ab1-1532-4885-a2f9-d13b2466786d · outbound

This paper cites an unresolved cited work.

Predicting User Intents and Musical Attributes from Music Discovery Conversations Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:48:47.101760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f3d20f1f-c32a-45f1-89ef-4f2d0d4fd81e · outbound

This paper cites An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction.

Predicting User Intents and Musical Attributes from Music Discovery Conversations An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T17:48:46.295276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7daa6c82-3b16-4145-90b4-53d3c6ca74e8 · outbound

This paper cites an unresolved cited work.

Predicting User Intents and Musical Attributes from Music Discovery Conversations Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:48:47.089732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 70ae3291-28fc-46f2-8670-ac4aa441e697 · outbound

This paper cites an unresolved cited work.

Predicting User Intents and Musical Attributes from Music Discovery Conversations Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:48:47.054203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9fa1532b-795e-4af6-ab79-e8810183d00c · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

Predicting User Intents and Musical Attributes from Music Discovery Conversations Efficient Estimation of Word Representations in Vector Space

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T17:48:46.310913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b015ca65-66ea-412e-95e8-72f142f3d9db · outbound

This paper cites an unresolved cited work.

Predicting User Intents and Musical Attributes from Music Discovery Conversations Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:48:46.906271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 275b1231-b92a-4fda-aeb0-63b223f88109 · outbound

This paper cites an unresolved cited work.

Predicting User Intents and Musical Attributes from Music Discovery Conversations Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:48:46.891560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4e3a2c19-e979-4760-ad11-ce3b2df9b77d · outbound

This paper cites an unresolved cited work.

Predicting User Intents and Musical Attributes from Music Discovery Conversations Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:48:46.878593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2117aae6-3ae9-4c44-8ed6-f6f380b5dbe4 · outbound

This paper cites an unresolved cited work.

Predicting User Intents and Musical Attributes from Music Discovery Conversations Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:48:46.865989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 800e0913-2938-4743-972a-b9075952ee36 · outbound

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

Predicting User Intents and Musical Attributes from Music Discovery Conversations LLaMA: Open and Efficient Foundation Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T17:48:46.457563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e4aa4b1-03a2-48f5-a1e9-a52a9da480d4 · outbound

This paper cites an unresolved cited work.

Predicting User Intents and Musical Attributes from Music Discovery Conversations Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:48:46.789622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9664c04a-cdae-4d10-9d37-97e0985365af · outbound

This paper cites input text.

Predicting User Intents and Musical Attributes from Music Discovery Conversations input text

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:48:46.631296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 87c9412c-5d14-4a56-b2a1-e0e5bedb174c · 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 Predicting User Intents and Musical Attributes from Music Discovery Conversations

Reference 2012

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:25:19.570216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.