Chufan Shi

1. ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation
   2024/06/14 by Cheng Yang, Chufan Shi, Yang, Cheng +25 · 30 citations
   Computer Science · #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
2. A Thorough Examination of Decoding Methods in the Era of LLMs
   2024/02/10 by Chufan Shi, Shi, Chufan, Haoran Yang +11 · 24 citations
   Computer Science · #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences
3. Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM's Reasoning Capability
   2024/11/29 by Zicheng Lin, Liang Tian, Lin, Zicheng +16 · 15 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing
4. A Survey on the Honesty of Large Language Models
   2024/09/27 by Siheng Li, Cheng Yang, Li, Siheng +25 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
5. Unchosen Experts Can Contribute Too: Unleashing MoE Models' Power by Self-Contrast
   2024/05/23 by Chufan Shi, Cheng Yang, Shi, Chufan +15 · 4 citations
   Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
6. Specialist or Generalist? Instruction Tuning for Specific NLP Tasks
   2023/10/23 by Chufan Shi, Shi, Chufan, Yixuan Su +7 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
7. ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models
   2024/06/28 by Yuxiang Zhang, Zhang, Yuxiang, Chen Jing +23 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare