Xiao, Chenghao
- MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
2023/05/31 by Yizhi Li, Ruibin Yuan, Li, Yizhi +35 · 59 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
- RAR-b: Reasoning as Retrieval Benchmark
2024/04/09 by Chenghao Xiao, Xiao, Chenghao, G Thomas Hudson +3 · 1 voice · 7 citations
Computer Science · #AI-based Problem Solving and Planning #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.CL #cs.IR
- MMTEB: Massive Multilingual Text Embedding Benchmark
2025/02/19 by Kenneth Enevoldsen, Enevoldsen, Kenneth, Isaac Chung +169 · 38 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning
2025/06/08 by Weiwen Xu, LASA Team, Hou Pong Chan +34 · 49 citations
Computer Science · #Multimodal Machine Learning Applications #Machine Learning in Healthcare #Domain Adaptation and Few-Shot Learning
- Effective Distillation of Table-based Reasoning Ability from LLMs
2023/09/22 by Bohao Yang, Chen Tang, Yang, Bohao +7 · 5 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Educational Technology and Assessment #Online Learning and Analytics
- SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval
2024/01/24 by Siwei Wu, Yizhi Li, Wu, Siwei +25 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Advanced Image and Video Retrieval Techniques
- ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning
2025/06/11 by Yu Sun, Xingyu Qian, Sun, Yu +19 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications #Topic Modeling
- 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
- VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning
2025/07/30 by Ruifeng Yuan, Yuan, Ruifeng, Chenghao Xiao +21 · 12 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
- On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning
2022/12/18 by Xiao, Chenghao, Long, Yang, Moubayed, Noura Al · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- X-ray Made Simple: Lay Radiology Report Generation and Robust Evaluation
2024/06/25 by Zhao, Kun, Xiao, Chenghao, Yan, Sixing +5 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Scaling Language-Centric Omnimodal Representation Learning
2025/10/13 by Xiao, Chenghao, Chan, Hou Pong, Zhang, Hao +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Length is a Curse and a Blessing for Document-level Semantics
2023/10/24 by Chenghao Xiao, Xiao, Chenghao, Yi‐Zhi Li +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
- Crafting Customisable Characters with LLMs: A Persona-Driven Role-Playing Agent Framework
2024/06/25 by Bohao Yang, Dong Liu, Yang, Bohao +15 · 1 citation
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
- MIEB: Massive Image Embedding Benchmark
2025/04/14 by Xiao, Chenghao, Chung, Isaac, Kerboua, Imene +7 · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth
2025/09/04 by Wang, Yang, Xiao, Chenghao, Hsiao, Chia-Yi +4 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences