Silei Xu
- Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata
2023/05/23 by Silei Xu, Xu, Silei, Shicheng Liu +11 · 1 voice
Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Wikis in Education and Collaboration
- Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy
2024/10/09 by Tong Wu, Shujian Zhang, Wu, Tong +17 · 20 citations
Engineering · Health Professions · Pharmacology, Toxicology and Pharmaceutics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Pharmacy and Medical Practices #Quality and Safety in Healthcare #Safety Systems Engineering in Autonomy
- WPO: Enhancing RLHF with Weighted Preference Optimization
2024/06/17 by Wenxuan Zhou, Ravi Agrawal, Zhou, Wenxuan +13 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ThingTalk: An Extensible, Executable Representation Language for Task-Oriented Dialogues
2022/03/23 by Monica S. Lam, Giovanni Campagna, Lam, Monica S. +7 · 1 citation
Computer Science · #Topic Modeling #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
- LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries
2025/08/21 by Ming Yin, Yin, Ming, Shen, Dinghan +20 · 10 citations
Computer Science · #Semantic Web and Ontologies #Advanced Database Systems and Queries #AI-based Problem Solving and Planning