Yinghao Ma
7 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 👥 Mega-Team · Squad
🏆
Keyword Champion
(2)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Natural Language Processing
(4)
Core AI
(4)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Core Methods
(2)
Generation
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Interdisciplinary
(1)
Application Areas
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(4)
transfer learning
(3)
music understanding
(3)
music generation
(2)
continual pre-training
(2)
music representation
(2)
acoustic model
(1)
pre-trained model
(1)
scaling law
(1)
downstream performance
(1)
mixture ratio
(1)
cross-domain generalization
(1)
masked language modeling
(1)
chinese language processing
(1)
teacher model
(1)
chinese language
(1)
music information retrieval
(1)
symbolic music
(1)
audio representation
(1)
audio-language model
(1)
Papers
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
D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models
NeurIPS 2024
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
ICLR 2024
MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response
NAACL 2024
MARBLE: Music Audio Representation Benchmark for Universal Evaluation
NeurIPS 2023