Yizhi Li
17 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Machine Learning
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vision-language model
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large language model
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music understanding
(3)
multimodal large language model
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contrastive learning
(2)
benchmark evaluation
(2)
music representation
(2)
music generation
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visual question answering
(2)
chain-of-thought reasoning
(1)
self-supervised learning
(1)
mathematical reasoning
(1)
metric learning
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speech processing
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argument mining
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text summarization
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link prediction
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image captioning
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multimodal learning
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transfer learning
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Papers
MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models
EACL 2026
Bridging the Data Provenance Gap Across Text, Speech, and Video
ICLR 2025
DocMMIR: A Framework for Document Multi-modal Information Retrieval
EMNLP 2025
LIME: Less Is More for MLLM Evaluation
ACL 2025
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
ACL 2025
MIO: A Foundation Model on Multimodal Tokens
EMNLP 2025
MuPT: A Generative Symbolic Music Pretrained Transformer
ICLR 2025
ChatMusician: Understanding and Generating Music Intrinsically with LLM
ACL 2024
CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models
ACL 2024
Consent in Crisis: The Rapid Decline of the AI Data Commons
NeurIPS 2024
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
ICLR 2024
SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval
ACL 2024
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation
ACL 2024
Length is a Curse and a Blessing for Document-level Semantics
EMNLP 2023
MARBLE: Music Audio Representation Benchmark for Universal Evaluation
NeurIPS 2023
HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models
AACL 2022
TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction
EMNLP 2022