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Chenghua Lin

  1. Scaling Latent Reasoning via Looped Language Models
    2025/10/29 by Rui-Jie Zhu, Zhu, Rui-Jie, Zixuan Wang +63 · 14 voices · 21 citations
    #cs.CL
  2. Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space
    2025/12/31 by Xingwei Qu, Shaowen Wang, Zihao Huang +16 · 9 voices · 2 citations
    #cs.LG #cs.AI
  3. MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
    2023/05/31 by Yizhi Li, Ruibin Yuan, Li, Yizhi +35 · 83 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  4. Compressing Context to Enhance Inference Efficiency of Large Language Models
    2023/10/09 by Yucheng Li, Li, Yucheng, Bo Dong +5 · 42 citations
    Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
  5. From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence
    2025/11/23 by Jian Yang, Yang, Jian, Xianglong Liu +143 · 7 voices · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Software Engineering Research #cs.CL #cs.SE
  6. ChatMusician: Understanding and Generating Music Intrinsically with LLM
    2024/02/25 by Ruibin Yuan, Yuan, Ruibin, Y. F. Wang +66 · 28 citations
    Computer Science · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning in Materials Science #Multimedia (cs.MM) #Scientific Computing and Data Management #Sound (cs.SD) #Topic Modeling #electronic engineering #information engineering
  7. LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores
    2023/11/16 by Yiqi Liu, Nafise Sadat Moosavi, Liu, Yiqi +3 · 22 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  8. MARBLE: Music Audio Representation Benchmark for Universal Evaluation
    2023/06/18 by Ruibin Yuan, Yinghao Ma, Yuan, Ruibin +46 · 17 citations
    Computer Science · Arts and Humanities · #Music and Audio Processing #Diverse Musicological Studies #Music Technology and Sound Studies
  9. LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time-Sensitive Test Construction
    2023/12/19 by Yucheng Li, Li, Yucheng, Chenghua Lin +2 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  10. YuE: Scaling Open Foundation Models for Long-Form Music Generation
    2025/03/11 by Ruibin Yuan, Yuan, Ruibin, Shuyue Guo +110 · 34 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  11. Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation
    2025/02/07 by Steffen Eger, Cao Yong, Eger, Steffen +28 · 2 voices · 20 citations
    Decision Sciences · #Scientific Computing and Data Management
  12. MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series
    2024/05/29 by Ge Zhang, Scott Qu, Zhang, Ge +87 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  13. A Comparative Study on Reasoning Patterns of OpenAI's o1 Model
    2024/10/17 by Siwei Wu, Wu, Siwei, Zhongyuan Peng +31 · 20 citations
    Business, Management and Accounting · Computer Science · #Advanced Database Systems and Queries #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  14. MuPT: A Generative Symbolic Music Pretrained Transformer
    2024/04/09 by Xingwei Qu, Yuelin Bai, Qu, Xingwei +53 · 14 citations
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD) #electronic engineering #information engineering
  15. CMMMU: A Chinese Massive Multi-discipline Multimodal Understanding Benchmark
    2024/01/22 by Ge ZHANG, Zhang, Ge, Xinrun Du +41 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  16. ComposerX: Multi-Agent Symbolic Music Composition with LLMs
    2024/04/28 by Qixin Deng, Deng, Qixin, Qikai Yang +35 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  17. MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning
    2022/12/05 by Yizhi Li, Ruibin Yuan, Li, Yizhi +25 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  18. Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting
    2021/05/25 by Yi Cheng, Siyao Li, Cheng, Yi +11 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  19. Foundation Models for Music: A Survey
    2024/08/26 by Yinghao Ma, Ma, Yinghao, Anders Øland +81 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Sound (cs.SD) #electronic engineering #information engineering
  20. COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning
    2024/03/26 by Yuelin Bai, Xinrun Du, Bai, Yuelin +39 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences
  21. LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT
    2023/06/29 by Le Zhuo, Ruibin Yuan, Zhuo, Le +23 · 7 citations
    Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  22. Effective Distillation of Table-based Reasoning Ability from LLMs
    2023/09/22 by Bohao Yang, Yang, Bohao, Chen Tang +7 · 7 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Educational Technology and Assessment #Online Learning and Analytics
  23. SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval
    2024/01/24 by Siwei Wu, Yizhi Li, Wu, Siwei +25 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Advanced Image and Video Retrieval Techniques
  24. Chinese Open Instruction Generalist: A Preliminary Release
    2023/04/17 by Ge Zhang, Zhang, Ge, Yemin Shi +21 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  25. CORGI-PM: A Chinese Corpus For Gender Bias Probing and Mitigation
    2023/01/01 by Ge Zhang, Zhang, Ge, Yizhi Li +13 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  26. Interactive Natural Language Processing
    2023/05/22 by Zekun Wang, Wang, Zekun, Ge Zhang +41 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  27. Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles
    2024/08/16 by Tomas Goldsack, Goldsack, Tomas, Carolina Scarton +5 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling
  28. First Return, Entropy-Eliciting Explore
    2025/07/09 by Tianyu Zheng, T. Y. Xing, Zheng, Tianyu +22 · 20 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI)
  29. CMDAG: A Chinese Metaphor Dataset with Annotated Grounds as CoT for Boosting Metaphor Generation
    2024/02/20 by Yujie Shao, Xinrong Yao, Shao, Yujie +13 · 4 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Natural Language Processing Techniques
  30. FrameBERT: Conceptual Metaphor Detection with Frame Embedding Learning
    2023/02/09 by Yucheng Li, Li, Yucheng, Shun Wang +7 · 3 citations
    Computer Science · Psychology · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Natural Language Processing Techniques
  31. Can MLLMs Understand the Deep Implication Behind Chinese Images?
    2024/10/17 by Chenhao Zhang, Feng Xi, Zhang, Chenhao +39 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Digital Media Forensic Detection
  32. LIME: Less Is More for MLLM Evaluation
    2024/09/10 by K. J. Zhu, Zhu, King, Qianbo Zang +38 · 5 citations
    Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment
  33. Pixel Sentence Representation Learning
    2024/02/13 by Chenghao Xiao, Xiao, Chenghao, Zhuoxu Huang +17 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  34. TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction
    2022/04/27 by Yi‐Zhi Li, Li, Yizhi, Wei Fan +6 · 2 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Topic Modeling #Data Quality and Management
  35. Scaling Test-time Compute for LLM Agents
    2025/06/15 by K. J. Zhu, Zhu, King, Hanhao Li +27 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  36. Enhancing Dialogue Generation via Dynamic Graph Knowledge Aggregation
    2023/06/28 by Chen Tang, Hongbo Zhang, Tang, Chen +7 · 3 citations
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  37. Metaphor Detection via Explicit Basic Meanings Modelling
    2023/05/26 by Yucheng Li, Shun Wang, Li, Yucheng +5 · 2 citations
    Psychology · Computer Science · #Language, Metaphor, and Cognition #Natural Language Processing Techniques #English Language Learning and Teaching
  38. MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models
    2024/07/24 by Siwei Wu, Kang Zhu, Wu, Siwei +23 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  39. X-ray Made Simple: Lay Radiology Report Generation and Robust Evaluation
    2024/06/25 by Kun Zhao, Chenghao Xiao, Zhao, Kun +10 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Radiology practices and education #Topic Modeling
  40. Latent Space Factorisation and Manipulation via Matrix Subspace Projection
    2019/07/26 by Xiao Li, Li, Xiao, Chenghua Lin +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Speech Recognition and Synthesis
  41. MMTE: Corpus and Metrics for Evaluating Machine Translation Quality of Metaphorical Language
    2024/06/19 by Shun Wang, Wang, Shun, Ge Zhang +9 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  42. Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning
    2025/01/22 by Bohao Yang, Yingji Zhang, Yang, Bohao +6 · 5 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  43. Kun: Answer Polishment for Chinese Self-Alignment with Instruction Back-Translation
    2024/01/12 by Tianyu Zheng, Shuyue Guo, Zheng, Tianyu +16 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  44. Interpreting Verbal Metaphors by Paraphrasing
    2021/04/07 by Rui Mao, Chenghua Lin, Mao, Rui +3 · 1 citation
    Arts and Humanities · Psychology · #Computation and Language (cs.CL) #Discourse Analysis in Language Studies #FOS: Computer and information sciences #Humor Studies and Applications #Language, Metaphor, and Cognition
  45. Evaluating Open-Domain Dialogues in Latent Space with Next Sentence Prediction and Mutual Information
    2023/05/26 by Kun Zhao, Zhao, Kun, Bohao Yang +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  46. Improving Variational Autoencoders with Density Gap-based Regularization
    2022/11/01 by Jianfei Zhang, Jun Bai, Zhang, Jianfei +7 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  47. Crafting Customisable Characters with LLMs: A Persona-Driven Role-Playing Agent Framework
    2024/06/25 by Bohao Yang, Yang, Bohao, Dong Liu +15 · 2 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Human-Technology Interaction #Persona Design and Applications #Technology Use by Older Adults
  48. Comparing Apples to Oranges: A Dataset & Analysis of LLM Humour Understanding from Traditional Puns to Topical Jokes
    2025/07/17 by Tyler Loakman, William Thorne, Loakman, Tyler +3 · 4 citations
    Agricultural and Biological Sciences · Psychology · #Computation and Language (cs.CL) #Culinary Culture and Tourism #FOS: Computer and information sciences #Humor Studies and Applications
  49. The Iron(ic) Melting Pot: Reviewing Human Evaluation in Humour, Irony and Sarcasm Generation
    2023/11/09 by Tyler Loakman, Aaron Maladry, Loakman, Tyler +3 · 3 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Humor Studies and Applications #Multimodal Machine Learning Applications #Topic Modeling
  50. On the Effectiveness of Speech Self-supervised Learning for Music
    2023/07/11 by Yinghao Ma, Ma, Yinghao, Ruibin Yuan +27 · 1 citation
    Computer Science · #Music and Audio Processing #Speech Recognition and Synthesis #Music Technology and Sound Studies
  51. Enhancing Biomedical Lay Summarisation with External Knowledge Graphs
    2023/10/24 by Tomas Goldsack, Zhihao Zhang, Goldsack, Tomas +7 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Advanced Text Analysis Techniques
  52. Evaluating Large Language Models for Generalization and Robustness via Data Compression
    2024/02/01 by Yucheng Li, Yunhao Guo, Li, Yucheng +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  53. ATLAS: Improving Lay Summarisation with Attribute-based Control
    2024/06/09 by Zhihao Zhang, Zhang, Zhihao, Tomas Goldsack +5 · 1 citation
    Decision Sciences · Computer Science · #Data Quality and Management #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
  54. Length is a Curse and a Blessing for Document-level Semantics
    2023/10/24 by Chenghao Xiao, Yi‐Zhi Li, Xiao, Chenghao +7 · 1 citation
    Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Topic Modeling
  55. PFME: A Modular Approach for Fine-grained Hallucination Detection and Editing of Large Language Models
    2024/06/29 by Kunquan Deng, Zeyu Huang, Deng, Kunquan +9 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  56. Large-Scale Terminal Agentic Trajectory Generation from Dockerized Environments
    2026/02/01 by Siwei Wu, Yizhi Li, Yuyang Song +8 · 2 citations
    #cs.CL
  57. Leveraging Large Language Models for Zero-shot Lay Summarisation in Biomedicine and Beyond
    2025/01/09 by Tomas Goldsack, Carolina Scarton, Goldsack, Tomas +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  58. AI, originality, and attribution: Researchers’ perspectives on distinguishing contributions
    2025/07/20 by Yanyi Wu, Xinyu Lu, Chenghua Lin · 2 voices · 1 citation
    Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Academic integrity and plagiarism
  59. With Ears to See and Eyes to Hear: Sound Symbolism Experiments with Multimodal Large Language Models
    2024/09/23 by Tyler Loakman, Loakman, Tyler, Yucheng Li +3 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  60. SongTrans: An unified song transcription and alignment method for lyrics and notes
    2024/09/22 by Siwei Wu, Jie He, Wu, Siwei +11 · 1 citation
    Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  61. HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models
    2022/11/05 by Yizhi Li, Ge Zhang, Li, Yizhi +11 · 1 citation
    Social Sciences · #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
  62. Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks
    2025/01/05 by Yang Wang, Wang, Yang, Chenghua Lin +1 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences