Zhenwen Liang
- DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
2025/04/15 by Zhiwei He, He, Zhiwei, Tian Liang +27 · 71 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Topic Modeling
- MMVU: Measuring Expert-Level Multi-Discipline Video Understanding
2025/01/21 by Yilun Zhao, Zhao, Yilun, Xie, Lujing +34 · 35 citations
Medicine · #Artificial Intelligence (cs.AI) #Clinical Reasoning and Diagnostic Skills #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiology practices and education
- Improving Language Models via Plug-and-Play Retrieval Feedback
2023/05/23 by Wenhao Yu, Zhihan Zhang, Yu, Wenhao +7 · 9 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
- SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark
2024/02/06 by Zhenwen Liang, Liang, Zhenwen, Kehan Guo +17 · 7 citations
Computer Science · Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Online and Blended Learning
- Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification
2024/10/05 by Zhenwen Liang, Liang, Zhenwen, Ye Liu +9 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Software Engineering Research
- Defending Jailbreak Prompts via In-Context Adversarial Game
2024/02/20 by Yujun Zhou, Zhou, Yujun, Yufei Han +11 · 5 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation
2023/05/22 by Zhenwen Liang, Wenhao Yu, Liang, Zhenwen +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics #Topic Modeling
- MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions
2024/05/29 by Zhenwen Liang, Liang, Zhenwen, Dian Yu +11 · 4 citations
Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mathematics Education and Teaching Techniques
- Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning
2024/06/17 by Zhihan Zhang, Zhang, Zhihan, Ge, Tao +12 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- Learning Molecular Representation in a Cell
2024/06/17 by Gang Liu, Liu, Gang, Srijit Seal +11 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Materials Science · #Computational Drug Discovery Methods #Cell Image Analysis Techniques #Machine Learning in Materials Science
- MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning
2023/07/16 by Zhenwen Liang, Liang, Zhenwen, Dian Yu +11 · 2 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
- Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study
2025/06/05 by Yujun Zhou, Zhou, Yujun, Jane J. Ye +18 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning
2025/05/29 by Ziyin Zhang, Jiahao Xu, Zhang, Ziyin +23 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, programming, and type systems #Multi-Agent Systems and Negotiation #Software Engineering Research
- MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation
2025/05/16 by Zhenwen Liang, Liang, Zhenwen, Linfeng Song +11 · 3 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
- SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering
2024/11/07 by Tianyu Yang, Yiyang Nan, Yang, Tianyu +8 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Music and Audio Processing #Video Analysis and Summarization