Wang, Peifeng
- A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems
2025/04/12 by Ke, Zixuan, Jiao, Fangkai, Ming, Yifei +9 · 40 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- SCOTT: Self-Consistent Chain-of-Thought Distillation
2023/05/03 by Peifeng Wang, Wang, Peifeng, Zhengyang Wang +9 · 8 citations
Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
- Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering
2020/05/01 by Yanlin Feng, Feng, Yanlin, Xinyue Chen +9 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators
2025/04/21 by Zhou, Yilun, Xu, Austin, Wang, Peifeng +2 · 14 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales
2022/11/03 by Wang, Peifeng, Chan, Aaron, Ilievski, Filip +2 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Direct Judgement Preference Optimization
2024/09/23 by Austin Xu, Wang, Peifeng, Xu, Austin +6 · 5 citations
Business, Management and Accounting · Economics, Econometrics and Finance · #Computation and Language (cs.CL) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Game Theory and Voting Systems
- Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding
2018/11/04 by Peifeng Wang, Wang, Peifeng, Jialong Han +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Topic Modeling
- Incorporating GAN for Negative Sampling in Knowledge Representation Learning
2018/09/23 by Wang, Peifeng, Li, Shuangyin, pan, Rong · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ReIFE: Re-evaluating Instruction-Following Evaluation
2024/10/09 by Yixin Liu, Liu, Yixin, Kejian Shi +13 · 3 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Tools and Methods #FOS: Computer and information sciences #Machine Learning (cs.LG)