Dou, Longxu
- RegMix: Data Mixture as Regression for Language Model Pre-training
2024/07/01 by Liu, Qian, Zheng, Xiaosen, Muennighoff, Niklas +5 · 41 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies
2024/07/18 by Chaofan Tao, Tao, Chaofan, Qian Liu +14 · 1 voice · 27 citations
Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
2025/04/17 by Xiangyan Liu, Jinjie Ni, Liu, Xiangyan +13 · 31 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
- MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing
2022/12/27 by Longxu Dou, Dou, Longxu, Yan Gao +11 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
- A Survey of Table Reasoning with Large Language Models
2024/02/13 by Xuanliang Zhang, Zhang, Xuanliang, Dingzirui Wang +7 · 6 citations
Decision Sciences · Computer Science · #Data Quality and Management #Handwritten Text Recognition Techniques #Data Mining Algorithms and Applications
- FlowReasoner: Reinforcing Query-Level Meta-Agents
2025/04/21 by Gao, Hongcheng, Liu, Yue, He, Yufei +6 · 15 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL
2024/02/16 by Xuanliang Zhang, Zhang, Xuanliang, Dingzirui Wang +7 · 5 citations
Computer Science · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Web Data Mining and Analysis
- A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios
2024/12/05 by Xiachong Feng, Feng, Xiachong, Longxu Dou +13 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Topic Modeling
- UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL
2022/03/15 by Dou, Longxu, Gao, Yan, Pan, Mingyang +4 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences
- Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge
2023/01/03 by Longxu Dou, Dou, Longxu, Yan Gao +15 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Diffusion Language Models are Super Data Learners
2025/11/05 by Jinjie Ni, Ni, Jinjie, Qian Liu +13 · 1 voice · 5 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
- A Survey on Table-and-Text HybridQA: Concepts, Methods, Challenges and Future Directions
2022/12/27 by Dingzirui Wang, Wang, Dingzirui, Longxu Dou +3 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Sailor: Open Language Models for South-East Asia
2024/04/04 by Longxu Dou, Dou, Longxu, Qian Liu +11 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL
2024/02/16 by Dingzirui Wang, Wang, Dingzirui, Longxu Dou +7 · 3 citations
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Cloud Computing and Resource Management #Scientific Computing and Data Management
- FLEXTAF: Enhancing Table Reasoning with Flexible Tabular Formats
2024/08/16 by Xuanliang Zhang, Dingzirui Wang, Zhang, Xuanliang +11 · 4 citations
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Semantic Web and Ontologies
- Reasoning Does Not Necessarily Improve Role-Playing Ability
2025/02/24 by Feng, Xiachong, Dou, Longxu, Kong, Lingpeng · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types
2024/12/16 by Xuanliang Zhang, Zhang, Xuanliang, Dingzirui Wang +15 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Decision Sciences · #Semantic Web and Ontologies #Biomedical Text Mining and Ontologies #Data Quality and Management
- Efficient Process Reward Model Training via Active Learning
2025/04/14 by Duan, Keyu, Liu, Zichen, Mao, Xin +5 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning
2023/04/17 by Qian Liu, Fan Zhou, Liu, Qian +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning
2023/04/19 by Li, Bohan, Dou, Longxu, Hou, Yutai +5 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Training Optimal Large Diffusion Language Models
2025/09/28 by Jinjie Ni, Qian Liu, Ni, Jinjie +13 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning
2023/08/21 by Dingzirui Wang, Wang, Dingzirui, Longxu Dou +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits
2024/12/17 by Bohan Li, Li, Bohan, Longxu Dou +26 · 2 citations
Psychology · Social Sciences · #Mental Health via Writing #Computational and Text Analysis Methods
- Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs
2025/02/18 by Longxu Dou, Qian Liu, Dou, Longxu +73 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes
2024/02/16 by Dingzirui Wang, Wang, Dingzirui, Longxu Dou +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks
2024/10/02 by Dingzirui Wang, Wang, Dingzirui, X. Zhang +21 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications