Hou, Yutai
- ToolACE: Winning the Points of LLM Function Calling
2024/09/02 by Weiwen Liu, Xu Huang, Liu, Weiwen +51 · 45 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios
2024/01/30 by Shijue Huang, Wanjun Zhong, Huang, Shijue +22 · 21 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Semantic Web and Ontologies
- Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting
2020/04/27 by Sanyuan Chen, Yutai Hou, Chen, Sanyuan +9 · 12 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification
2023/02/04 by Bohan Li, Li, Bohan, Xu Xiao +13 · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
- Few-shot Learning for Multi-label Intent Detection
2020/10/11 by Yutai Hou, Hou, Yutai, Yongkui Lai +7 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies #Web Data Mining and Analysis
- MetaPrompting: Learning to Learn Better Prompts
2022/09/23 by Hou, Yutai, Dong, Hongyuan, Wang, Xinghao +2 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding
2018/07/04 by Hou, Yutai, Liu, Yijia, Che, Wanxiang +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning
2023/11/22 by Yilun Liu, Liu, Yilun, Shimin Tao +24 · 4 citations
Engineering · #Real-time simulation and control systems
- Concise and Precise Context Compression for Tool-Using Language Models
2024/07/02 by Yang Xu, Xu, Yang, Yunlong Feng +21 · 4 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network
2020/06/10 by Yutai Hou, Hou, Yutai, Wanxiang Che +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling
2021/05/25 by Hou, Yutai, Lai, Yongkui, Chen, Cheng +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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)
- Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants' API Invocation Capabilities
2024/03/17 by Honglin Mu, Mu, Honglin, Xu Yang +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research
- iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use
2025/01/15 by Yirong Zeng, Zeng, Yirong, Xiao Ding +15 · 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