Peiwen Yuan

1. Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning
   2024/08/24 by Xinglin Wang, Wang, Xinglin, Shaoxiong Feng +14 · 17 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge
2. Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data
   2023/12/20 by Yiwei Li, Peiwen Yuan, Li, Yiwei +13 · 4 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
3. Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation
   2024/07/02 by Xinglin Wang, Wang, Xinglin, Yiwei Li +13 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems
4. BatchEval: Towards Human-like Text Evaluation
   2023/12/31 by Peiwen Yuan, Yuan, Peiwen, Shaoxiong Feng +11 · 2 citations
   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
5. Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation
   2025/02/27 by Yiwei Li, Ji Zhang, Li, Yiwei +18 · 3 citations
   Computer Science · Social Sciences · #Topic Modeling #Language and cultural evolution #Natural Language Processing Techniques
6. CogLM: Tracking Cognitive Development of Large Language Models
   2024/08/17 by Xinglin Wang, Wang, Xinglin, Peiwen Yuan +13 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
7. Instruction Embedding: Latent Representations of Instructions Towards Task Identification
   2024/09/29 by Yiwei Li, Li, Yiwei, Jiayi Shi +15 · 1 citation
   Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics