Justin Chih-Yao Chen
- Reverse Thinking Makes LLMs Stronger Reasoners
2024/11/29 by Justin Chih-Yao Chen, Zifeng Wang, Chen, Justin Chih-Yao +20 · 9 voices · 6 citations
Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Artificial Intelligence in Law
- ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs
2023/09/22 by Justin Chih-Yao Chen, Chen, Justin Chih-Yao, Swarnadeep Saha +3 · 66 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 #Semantic Web and Ontologies
- MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning
2024/09/18 by Justin Chih-Yao Chen, Chen, Justin Chih-Yao, Archiki Prasad +7 · 10 citations
Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Fuzzy Logic and Control Systems
- MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models
2024/02/02 by Justin Chih-Yao Chen, Chen, Justin Chih-Yao, Swarnadeep Saha +5 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- System-1.x: Learning to Balance Fast and Slow Planning with Language Models
2024/07/19 by Swarnadeep Saha, Saha, Swarnadeep, Archiki Prasad +9 · 7 citations
Computer Science · #AI-based Problem Solving and Planning #Machine Learning and Algorithms
- MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration
2025/03/19 by David Wan, Justin Chih-Yao Chen, Wan, David +5 · 4 citations
Computer Science · Social Sciences · #Multi-Agent Systems and Negotiation #Software Engineering Techniques and Practices #Evolutionary Game Theory and Cooperation
- Learning to Generate Unit Tests for Automated Debugging
2025/02/03 by Archiki Prasad, Prasad, Archiki, Elias Stengel-Eskin +7 · 4 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Real-time simulation and control systems #Software Engineering (cs.SE) #Software Testing and Debugging Techniques