Nan Tang
- CRAG -- Comprehensive RAG Benchmark
2024/06/07 by Xiao Yang, Kai Sun, Yang, Xiao +51 · 31 citations
Medicine · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications
- A Survey of Text-to-SQL in the Era of LLMs: Where are we, and where are we going?
2024/08/09 by Xinyu Liu, Shuyu Shen, Liu, Xinyu +19 · 32 citations
Computer Science · #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
- ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering
2024/05/11 by Yifan Wu, Lutao Yan, Wu, Yifan +7 · 17 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training
2022/11/05 by Zihui Gu, Gu, Zihui, Ju Fan +9 · 8 citations
Computer Science · #68T50 #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.6 #I.2.7 #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
- Are Large Language Models Good Statisticians?
2024/06/12 by Yizhang Zhu, Shiyin Du, Zhu, Yizhang +7 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Empowering Language Models with Active Inquiry for Deeper Understanding
2024/02/06 by Jing-Cheng Pang, Heng-Bo Fan, Pang, Jing-Cheng +15 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration
2023/12/07 by Meihao Fan, Fan, Meihao, Xiaoyue Han +11 · 4 citations
Computer Science · Decision Sciences · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
- Automatic Database Configuration Debugging using Retrieval-Augmented Language Models
2024/12/10 by Chen, Sibei, Ju Fan, Bin Wu +18 · 7 citations
Computer Science · #Advanced Database Systems and Queries #Databases (cs.DB) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Service-Oriented Architecture and Web Services
- Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search
2025/02/24 by Boyan Li, Li, Boyan, Jiayi Zhang +11 · 8 citations
Computer Science · #Mathematics, Computing, and Information Processing #Advanced Database Systems and Queries
- nvBench 2.0: Resolving Ambiguity in Text-to-Visualization through Stepwise Reasoning
2025/03/17 by Tianqi Luo, Luo, Tianqi, Huang, Chuhan +11 · 8 citations
Computer Science · #Data Visualization and Analytics #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- VerifAI: Verified Generative AI
2023/07/06 by Nan Tang, Chenyu Yang, Tang, Nan +7 · 3 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #Databases (cs.DB) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- Are Large Language Models a Good Replacement of Taxonomies?
2024/06/17 by Yushi Sun, Sun, Yushi, Xin Hao +13 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- SEED: Domain-Specific Data Curation With Large Language Models
2023/10/01 by Zui Chen, Lei Cao, Chen, Zui +17 · 3 citations
Computer Science · Decision Sciences · #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Research Data Management Practices #Topic Modeling
- Towards certain fixes with editing rules and master data
2011/10/30 by Wenfei Fan, Jianzhong Li, Shuai Ma +2 · 1 citation
- AskChart: Universal Chart Understanding through Textual Enhancement
2024/12/26 by Xudong Yang, Yifan Wu, Yang, Xudong +7 · 4 citations
Computer Science · #Music and Audio Processing #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Unicorn: A Unified Multi-Tasking Matching Model
2024/05/14 by Ju Fan, Jianhong Tu, Guoliang Li +5 · 2 citations
Computer Science · Decision Sciences · #Data Quality and Management #Natural Language Processing Techniques #Topic Modeling
- Efficient Algorithms for Approximate Single-Source Personalized PageRank Queries
2019/08/28 by Sibo Wang, Renchi Yang, Wang, Sibo +13 · 1 citation
Computer Science · #Complexity and Algorithms in Graphs #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #Social and Information Networks (cs.SI)
- Will LLMs be Professional at Fund Investment? DeepFund: A Live Arena Perspective
2025/03/24 by C. Wei Li, Li, Changlun, Yuyu Luo +4 · 2 citations
Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Finance #Human-Computer Interaction (cs.HC) #Multiagent Systems (cs.MA) #Private Equity and Venture Capital #and Science (cs.CE)
- Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts
2024/04/14 by Jing-Cheng Pang, Sihang Yang, Pang, Jing-Cheng +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing
2025/03/28 by Yizhang Zhu, Zhu, Yizhang, Jiang Runzhi +7 · 2 citations
Computer Science · #Advanced Database Systems and Queries #Cloud Computing and Resource Management #Graph Theory and Algorithms
- AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework
2024/12/10 by Ju Fan, Fan, Meihao, Nan Tang +6 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
- Electrospinning and electrospun nanofibers: From academic research to industrial production
2025/04/24 by Ce Wang, Wei Wang, Hongxu Qi +62 · 1 citation
Engineering · Materials Science · #Advanced Sensor and Energy Harvesting Materials #Conducting polymers and applications #Electrospun Nanofibers in Biomedical Applications
- KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering
2025/09/05 by Yushi Sun, Kai Sun, Sun, Yushi +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting
2025/05/26 by Yifan Wu, Wu, Yifan, Bingheng Wu +10 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Semantic Web and Ontologies
- A Plug-and-Play Natural Language Rewriter for Natural Language to SQL
2024/12/22 by Peidong Ma, Ma, Peixian, Boyan Li +8 · 1 citation
Computer Science · #Semantic Web and Ontologies
- InteractComp: Evaluating Search Agents With Ambiguous Queries
2025/10/28 by Mingyi Deng, Lijun Huang, Deng, Mingyi +48 · 2 citations
#cs.CL #cs.AI
- Fine-Grained Knowledge Structuring and Retrieval for Visual Question Answering
2025/02/28 by Zhengxuan Zhang, Zhang, Zhengxuan, Yin Wu +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability
2024/12/19 by Xiangsen Chen, Chen, Xiangsen, Xueqing Hu +3 · 1 citation
Computer Science · #Topic Modeling #Speech and dialogue systems #Expert finding and Q&A systems