Yangyi Chen
- SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales
2024/05/31 by Tianyang Xu, Xu, Tianyang, Shujin Wu +11 · 1 voice · 23 citations
Social Sciences · #Artificial Intelligence in Law #Legal Education and Practice Innovations
- MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback
2023/09/19 by Xingyao Wang, Wang, Xingyao, Zihan Wang +11 · 52 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Speech and dialogue systems #Topic Modeling
- ONION: A Simple and Effective Defense Against Textual Backdoor Attacks
2020/11/20 by Fanchao Qi, Yangyi Chen, Qi, Fanchao +9 · 30 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Topic Modeling
- Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger
2021/05/26 by Fanchao Qi, Qi, Fanchao, Mukai Li +11 · 26 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Topic Modeling
- Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations
2023/06/07 by Lifan Yuan, Yangyi Chen, Yuan, Lifan +15 · 20 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
- CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets
2023/09/29 by Lifan Yuan, Yangyi Chen, Yuan, Lifan +9 · 19 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- R-Tuning: Instructing Large Language Models to Say `I Don't Know'
2023/11/16 by Hanning Zhang, Shizhe Diao, Zhang, Hanning +15 · 15 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models
2023/09/08 by Yangyi Chen, Chen, Yangyi, Karan Sikka +7 · 11 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
- Exploring the Universal Vulnerability of Prompt-based Learning Paradigm
2022/04/11 by Lei Xu, Xu, Lei, Yangyi Chen +7 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning
- Examining LLMs' Uncertainty Expression Towards Questions Outside Parametric Knowledge
2023/11/16 by Genglin Liu, Xingyao Wang, Liu, Genglin +7 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- SOLO: A Single Transformer for Scalable Vision-Language Modeling
2024/07/08 by Yangyi Chen, Chen, Yangyi, Xingyao Wang +5 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation
2026/03/19 by Zhuolin Yang, Zihan Liu, Yang Chen +14 · 3 voices
Computer Science · #cs.CL #cs.AI #cs.LG
- SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering
2025/02/10 by Xingyao Wang, Guo, Xuehang, Yangyi Chen +10 · 3 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Collaboration in agile enterprises #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Software Engineering (cs.SE)