Renze Lou
- TravelPlanner: A Benchmark for Real-World Planning with Language Agents
2024/02/02 by Jian Xie, Xie, Jian, Kai Zhang +13 · 81 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
- Large Language Models for Mathematical Reasoning: Progresses and Challenges
2024/01/31 by Janice Ahn, Ahn, Janice, Rishu Verma +9 · 73 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Topic Modeling
- Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts
2023/05/22 by Xie Jian, Jian Xie, Xie, Jian +8 · 1 voice · 38 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
- Evaluating LLMs at Detecting Errors in LLM Responses
2024/04/04 by Ryo Kamoi, Sarkar Snigdha Sarathi Das, Kamoi, Ryo +27 · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Natural Language Processing Techniques
- Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents
2024/08/13 by Kexun Zhang, Weiran Yao, Zhang, Kexun +29 · 12 citations
Computer Science · Social Sciences · #Open Source Software Innovations #Multi-Agent Systems and Negotiation #Ethics and Social Impacts of AI
- Large Language Model Instruction Following: A Survey of Progresses and Challenges
2023/03/18 by Renze Lou, Lou, Renze, Kai Zhang +3 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
- Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models
2024/06/10 by Xi Li, Li, Xi, Yusen Zhang +8 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- UMIE: Unified Multimodal Information Extraction with Instruction Tuning
2024/01/05 by Lin Sun, Kai Zhang, Sun, Lin +5 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following
2023/12/05 by Renze Lou, Kai Zhang, Lou, Renze +13 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- AAAR-1.0: Assessing AI's Potential to Assist Research
2024/10/29 by Renze Lou, Lou, Renze, Hanzi Xu +32 · 7 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences