Xinglin Wang
- Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning
2024/08/24 by Xinglin Wang, Shaoxiong Feng, Wang, Xinglin +14 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge
- 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
- Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation
2024/07/02 by Xinglin Wang, Yiwei Li, Wang, Xinglin +13 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems
- BatchEval: Towards Human-like Text Evaluation
2023/12/31 by Peiwen Yuan, Shaoxiong Feng, Yuan, Peiwen +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
- CogLM: Tracking Cognitive Development of Large Language Models
2024/08/17 by Xinglin Wang, Peiwen Yuan, Wang, Xinglin +13 · 2 citations
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
- 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
- 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
- Do Retrieval Augmented Language Models Know When They Don't Know?
2025/09/01 by Youchao Zhou, Zhou, Youchao, Heyan Huang +13 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques