Si, Shuzheng
- UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
2024/07/07 by Zhao, Haozhe, Ma, Xiaojian, Chen, Liang +7 · 72 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
2023/05/22 by Si, Shuzheng, Ma, Wentao, Gao, Haoyu +7 · 18 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
2023/09/14 by Haozhe Zhao, Zefan Cai, Zhao, Haozhe +17 · 20 citations
Computer Science · Social Sciences · #Speech and dialogue systems #Geographic Information Systems Studies
- ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code
2023/11/16 by Tang, Xiangru, Liu, Yuliang, Cai, Zefan +21 · 11 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Looking Beyond Text: Reducing Language bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance
2024/11/21 by Zhao, Haozhe, Si, Shuzheng, Chen, Liang +4 · 8 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- One-Shot Learning as Instruction Data Prospector for Large Language Models
2023/12/16 by Yunshui Li, Binyuan Hui, Li, Yunshui +20 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- UltraIF: Advancing Instruction Following from the Wild
2025/02/06 by Kaikai An, An, Kaikai, Li Sheng +9 · 6 citations
Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Experimental Learning in Engineering #FOS: Computer and information sciences #Reflective Practices in Education
- SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER
2022/09/04 by Shuzheng Si, Shuang Zeng, Si, Shuzheng +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
2025/02/11 by Si, Shuzheng, Zhao, Haozhe, Chen, Gang +9 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications
2025/06/23 by Li, Jinyang, Li, Xiaolong, Qu, Ge +17 · 6 citations
#Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences
- GATEAU: Selecting Influential Samples for Long Context Alignment
2024/10/21 by Shuzheng Si, Haozhe Zhao, Si, Shuzheng +17 · 5 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Geographic Information Systems Studies #Semantic Web and Ontologies
- Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints
2024/09/22 by An, Kaikai, Si, Shuzheng, Hu, Helan +4 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt
2023/09/20 by Cai, Yucheng, Ma, Wentao, Wu, Yuchuan +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning
2025/05/22 by Si, Shuzheng, Zhao, Haozhe, Gao, Cheng +11 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Mining Clues from Incomplete Utterance: A Query-enhanced Network for Incomplete Utterance Rewriting
2023/07/03 by Shuzheng Si, Shuang Zeng, Si, Shuzheng +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation
2024/06/19 by An, Kaikai, Yang, Fangkai, Li, Liqun +10 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Tasks
2025/10/07 by Si, Shuzheng, Zhao, Haozhe, Luo, Kangyang +5 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion
2025/02/17 by Kangyang Luo, Yuzhuo Bai, Luo, Kangyang +24 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Rough Sets and Fuzzy Logic #Semantic Web and Ontologies