Paper Citation Record · LEDGER

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment

As of 19 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 1 inbound Pith citation observation for arXiv:2606.24123.

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

pith.paper-citation-record.v1
2606.24123 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-25T22:56:12.155077Z

measured 51 of 51 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 2026-06-25T22:56:12.155077Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T18:20:04.571887Z

Reference resolution

50 of 50 outbound references displayed

verified exact15
verified fuzzy0
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 574112bc-d0e9-4bb0-bd6a-3dfad54e907c · outbound

This paper cites In the audio domain, integrating an audio encoder with an LLM has been explored for speech recognition, speech understanding, and general audio captioning [1–5].

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment In the audio domain, integrating an audio encoder with an LLM has been explored for speech recognition, speech understanding, and general audio captioning [1–5]

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f398fc1-1e76-4363-8522-2a7ccddf50ae · outbound

This paper cites Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T18:20:04.573202Z

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 76488588-9e1b-4efe-bb45-7eb357776d42 · outbound

This paper cites I would assign a 3.6 on the 1-9 scale.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment I would assign a 3.6 on the 1-9 scale

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d87654fc-381e-4fb8-b899-9e3e90768e8d · outbound

This paper cites Datasets To evaluate whether MusicLLMs can learn emotion levels from music, we used two publicly available emotion regression datasets: DEAM [25] and MERGE [24].

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Datasets To evaluate whether MusicLLMs can learn emotion levels from music, we used two publicly available emotion regression datasets: DEAM [25] and MERGE [24]

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b83c5aa0-878c-42b5-b099-ce78db7ae3dc · outbound

This paper cites We systematically compared in- struction tuning and feedback-driven alignment.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment We systematically compared in- struction tuning and feedback-driven alignment

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a035def-e904-4e84-b3c2-936ed3019520 · outbound

This paper cites These tools were not used to generate scientific ideas, develop the methodology, design experiments, or produce experimental results.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment These tools were not used to generate scientific ideas, develop the methodology, design experiments, or produce experimental results

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94579e9f-e5a5-4763-b6ad-d074958d75a7 · outbound

This paper cites An Embarrassingly Simple Approach for LLM with Strong ASR Capacity.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment An Embarrassingly Simple Approach for LLM with Strong ASR Capacity

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-04T18:20:04.579470Z

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 1d42b42c-2ef9-43a1-9799-a733bfa02b78 · outbound

This paper cites Listen, Think, and Understand,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Listen, Think, and Understand,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57293d46-5f01-4b9d-9177-684034a0ea21 · outbound

This paper cites SALMONN: Towards Generic Hearing Abilities for Large Language Models.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment SALMONN: Towards Generic Hearing Abilities for Large Language Models

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-04T18:20:04.593711Z

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 558fe471-d35c-4843-8e60-7ae783d815a4 · outbound

This paper cites Qwen2-Audio Technical Report.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Qwen2-Audio Technical Report

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-04T18:20:04.596788Z

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 40014760-4de7-473d-a493-c94b51d26f45 · outbound

This paper cites Audio flamingo: A novel audio lan- guage model with few-shot learning and dialogue abilities,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Audio flamingo: A novel audio lan- guage model with few-shot learning and dialogue abilities,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32dfac8b-fe47-44a1-bea2-e4e76c013367 · outbound

This paper cites LP-MusicCaps: LLM-based pseudo mu- sic captioning,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment LP-MusicCaps: LLM-based pseudo mu- sic captioning,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bab8773d-a2fe-41e2-bcc8-42286bdd53ed · outbound

This paper cites Music understanding Llama: Advancing text-to-music generation with question answering and caption- ing,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Music understanding Llama: Advancing text-to-music generation with question answering and caption- ing,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7afa85c6-2138-4db9-861e-3564b9e3630c · outbound

This paper cites Musilingo: Bridging music and text with pre-trained language models for music captioning and query re- sponse,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Musilingo: Bridging music and text with pre-trained language models for music captioning and query re- sponse,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1308c12b-cc15-4f23-89f5-20fc63eb92d8 · outbound

This paper cites Llark: A multimodal instruction-following language model for music,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Llark: A multimodal instruction-following language model for music,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3511643-238b-4973-bace-ca6e1b6db628 · outbound

This paper cites CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-04T18:20:04.575924Z

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 6d048e4a-4d5f-4331-b0cc-88438e5d89b3 · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Finetuned Language Models Are Zero-Shot Learners

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-07-04T18:20:04.554787Z

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 dcce8cb7-52b9-496e-bf8f-ef0df1df20b9 · outbound

This paper cites Deep reinforcement learning from hu- man preferences,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Deep reinforcement learning from hu- man preferences,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a983fdb-6391-4f09-8cf8-73e3d4e1c178 · outbound

This paper cites Perceptual and cognitive applications in music information retrieval,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Perceptual and cognitive applications in music information retrieval,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcc50a59-ff66-4af2-8033-6c0159ff4218 · outbound

This paper cites A regression approach to music emotion recognition,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment A regression approach to music emotion recognition,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f3373dc-c4d5-4a13-9e36-3705bef32294 · outbound

This paper cites Flow moods: Recommending music by moods on deezer,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Flow moods: Recommending music by moods on deezer,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba1197ae-4644-4989-a6a3-f9256f7b2c34 · outbound

This paper cites Music mood prediction and playlist recommendation based on facial expressions,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Music mood prediction and playlist recommendation based on facial expressions,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b13cac9-9228-4237-8d42-3cd37df56e66 · outbound

This paper cites Sentimozart: Music generation based on emotions.,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Sentimozart: Music generation based on emotions.,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fee02861-a880-4228-b58a-0dedcd6bf8af · outbound

This paper cites Generating music with sentiment using transformer-GANs,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Generating music with sentiment using transformer-GANs,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d964405-7157-4568-9fc8-8ee6ba08067d · outbound

This paper cites Symbolic music generation conditioned on continuous-valued emotions,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Symbolic music generation conditioned on continuous-valued emotions,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef20e93f-d4ee-481c-8876-9cb15ae2a0bd · outbound

This paper cites A circumplex model of affect.,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment A circumplex model of affect.,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97aae975-a7af-4b74-9885-861551afb961 · outbound

This paper cites CNN based music emotion classification.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment CNN based music emotion classification

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-07-04T18:20:04.560643Z

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 95314ec7-72f7-466e-8ecd-d89754a68e53 · outbound

This paper cites Musical instrument emotion recogni- tion using deep recurrent neural network,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Musical instrument emotion recogni- tion using deep recurrent neural network,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82f54f6f-d9ae-46d9-a692-f07d6582f7d0 · outbound

This paper cites Towards Unified Music Emotion Recognition across Dimensional and Categorical Models.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Towards Unified Music Emotion Recognition across Dimensional and Categorical Models

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-04T18:20:04.567075Z

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 ff03a511-d419-4cc0-8ed6-dc6371383265 · outbound

This paper cites MERGE -- A Bimodal Audio-Lyrics Dataset for Static Music Emotion Recognition.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment MERGE -- A Bimodal Audio-Lyrics Dataset for Static Music Emotion Recognition

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-04T18:20:04.564297Z

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 38463712-71ff-4097-ba0b-e2c2690b5dd6 · outbound

This paper cites Developing a benchmark for emotional analysis of music,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Developing a benchmark for emotional analysis of music,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00447c4f-4513-450d-80d1-b481c1ab0421 · outbound

This paper cites GPT-4o System Card.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment GPT-4o System Card

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-07-04T18:20:04.599277Z

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 fcbe79b5-8617-44c0-9560-a6ea7de5c2da · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-07-04T18:20:04.569872Z

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 97951b81-24a0-4377-b337-cbf1679e674f · outbound

This paper cites Aligning Large Multimodal Models with Factually Augmented RLHF.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Aligning Large Multimodal Models with Factually Augmented RLHF

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-07-04T18:20:04.588232Z

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 e119aa3f-a343-458f-ac43-6e606edac128 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Proximal Policy Optimization Algorithms

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-07-04T18:20:04.590745Z

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 38ca8b3e-c2c7-491c-9d8e-1b61a2cb24af · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Direct preference optimization: Your language model is secretly a reward model,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc1e32da-f6a9-429a-bf6f-e6bbbb3551c7 · outbound

This paper cites Norms of valence, arousal, and dom- inance for 13,915 english lemmas,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Norms of valence, arousal, and dom- inance for 13,915 english lemmas,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f56a929-0ca8-4749-857d-1a8b5e0a666e · outbound

This paper cites A foundation model for music informatics,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment A foundation model for music informatics,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11252e96-8aba-43d4-9542-d97be1f3b600 · outbound

This paper cites The million song dataset,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment The million song dataset,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cf7e2f5-b71d-4859-929c-c5bf7e15aacd · outbound

This paper cites Vicuna: An open-source chatbot im- pressing GPT-4 with 90%* ChatGPT quality,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Vicuna: An open-source chatbot im- pressing GPT-4 with 90%* ChatGPT quality,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88755e8a-39b8-4c26-9219-994ff5f69601 · outbound

This paper cites LoRA: Low-rank adaptation of large lan- guage models.,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment LoRA: Low-rank adaptation of large lan- guage models.,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e776a01-e879-4240-8d0a-dfca7230624f · outbound

This paper cites Decoupled Weight Decay Regularization.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Decoupled Weight Decay Regularization

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-07-04T18:20:04.557830Z

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 ad447abb-3551-4d24-ab8f-7f0cc1fac268 · outbound

This paper cites Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-07-04T18:20:04.584829Z

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 c724c3a4-f0da-43c7-bb86-31e3fce5e440 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-07-04T18:20:04.581964Z

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 4251b08b-b4bb-4b04-9bb8-39e177214313 · outbound

This paper cites The MTG-Jamendo dataset for auto- matic music tagging,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment The MTG-Jamendo dataset for auto- matic music tagging,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74651f1c-fbef-40f0-a1ae-64b224ae4d7b · outbound

This paper cites 1000 songs for emotional analysis of mu- sic,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment 1000 songs for emotional analysis of mu- sic,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f82632e3-838e-4755-812c-151ad2655ed0 · outbound

This paper cites The PMEmo dataset for music emotion recogni- tion,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment The PMEmo dataset for music emotion recogni- tion,

Reference 47

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d76bae73-04de-4e83-a2bf-e0df3f891b53 · outbound

This paper cites BLEU: a method for automatic evalua- tion of machine translation,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment BLEU: a method for automatic evalua- tion of machine translation,

Reference 48

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f47c85ba-9c7e-4f9d-8f64-d837f2df3b9f · outbound

This paper cites Meteor: An automatic metric for mt evaluation with improved correlation with human judgments,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Meteor: An automatic metric for mt evaluation with improved correlation with human judgments,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4782d578-4801-480a-b978-84ffa3e3524d · outbound

This paper cites Rouge: A package for automatic evaluation of summaries,.

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment Rouge: A package for automatic evaluation of summaries,

Reference 50

Resolution: unresolved; no resolver link, observed 2026-06-25T22:56:12.155077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1f398fc1-1e76-4363-8522-2a7ccddf50ae · inbound