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Yutai Hou

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

21

Venues

8

Active years

2017–2026

Best venue rank

A*

Where they publish

Papers

21 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLMDC-Bench: A Multidisciplinary Causal Benchmark Based on Causal Structures for Evaluating Large Language Models.Peng Wang, Yuxiong Yan, Xiao Ding, Kai Xiong, Bibo Cai, Chao Peng, Yutai Hou, Dandan Tu, Bing Qin, Ting Liu
2026ACLTinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles.Yirong Zeng, Yufei Liu, Xiao Ding, Yutai Hou, Yuxian Wang, Wu Ning, Haonan Song, Dandan Tu, Qixun Zhang, Yuxiang He, Bibo Cai, Ting Liu
2025EMNLPTool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch.Yirong Zeng, Xiao Ding, Yutai Hou, Yuxian Wang, Li Du, Juyi Dai, Qiuyang Ding, Duyu Tang, Dandan Tu, Weiwen Liu, Bing Qin, Ting Liu
2025EMNLPiTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use.Yirong Zeng, Xiao Ding, Yuxian Wang, Weiwen Liu, Yutai Hou, Wu Ning, Xu Huang, Duyu Tang, Dandan Tu, Bing Qin, Ting Liu
2025ICLRToolACE: Winning the Points of LLM Function Calling.Weiwen Liu, Xu Huang, Xingshan Zeng, Xinlong Hao, Shuai Yu, Dexun Li, Shuai Wang, Weinan Gan, Zhengying Liu, Yuanqing Yu, Zezhong Wang, Yuxian Wang, Wu Ning, Yutai Hou, Bin Wang, Chuhan Wu, Xinzhi Wang, Yong Liu, Yasheng Wang, Duyu Tang, Dandan Tu, Lifeng Shang, Xin Jiang, Ruiming Tang, Defu Lian, Qun Liu, Enhong Chen
2024AAAISemantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification.Bohan Li, Xiao Xu, Xinghao Wang, Yutai Hou, Yunlong Feng, Feng Wang, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che
2024ACLPlanning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios.Shijue Huang, Wanjun Zhong, Jianqiao Lu, Qi Zhu, Jiahui Gao, Weiwen Liu, Yutai Hou, Xingshan Zeng, Yasheng Wang, Lifeng Shang, Xin Jiang, Ruifeng Xu, Qun Liu
2024ACLConcise and Precise Context Compression for Tool-Using Language Models.Yang Xu, Yunlong Feng, Honglin Mu, Yutai Hou, Yitong Li, Xinghao Wang, Wanjun Zhong, Zhongyang Li, Dandan Tu, Qingfu Zhu, Min Zhang, Wanxiang Che
2024COLINGBeyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants' API Invocation Capabilities.Honglin Mu, Yang Xu, Yunlong Feng, Xiaofeng Han, Yitong Li, Yutai Hou, Wanxiang Che
2024ICDECoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning.Yilun Liu, Shimin Tao, Xiaofeng Zhao, Ming Zhu, Wenbing Ma, Junhao Zhu, Chang Su, Yutai Hou, Miao Zhang, Min Zhang, Hongxia Ma, Li Zhang, Hao Yang, Yanfei Jiang
2023ACLLanguage Anisotropic Cross-Lingual Model Editing.Yang Xu, Yutai Hou, Wanxiang Che, Min Zhang
2022ACLInverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging.Yutai Hou, Cheng Chen, Xianzhen Luo, Bohan Li, Wanxiang Che
2022COLINGMetaPrompting: Learning to Learn Better Prompts.Yutai Hou, Hongyuan Dong, Xinghao Wang, Bohan Li, Wanxiang Che
2021AAAIC2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling.Yutai Hou, Sanyuan Chen, Wanxiang Che, Cheng Chen, Ting Liu
2021AAAIFew-shot Learning for Multi-label Intent Detection.Yutai Hou, Yongkui Lai, Yushan Wu, Wanxiang Che, Ting Liu
2021ACLLearning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling.Yutai Hou, Yongkui Lai, Cheng Chen, Wanxiang Che, Ting Liu
2020ACLFew-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network.Yutai Hou, Wanxiang Che, Yongkui Lai, Zhihan Zhou, Yijia Liu, Han Liu, Ting Liu
2020EMNLPRecall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting.Sanyuan Chen, Yutai Hou, Yiming Cui, Wanxiang Che, Ting Liu, Xiangzhan Yu
2018COLINGSequence-to-Sequence Data Augmentation for Dialogue Language Understanding.Yutai Hou, Yijia Liu, Wanxiang Che, Ting Liu
2017DASFAASimilarity Search Combining Query Relaxation and Diversification.Ruoxi Shi, Hongzhi Wang, Tao Wang, Yutai Hou, Yiwen Tang, Jianzhong Li, Hong Gao
2017IJCNLPA Statistical Framework for Product Description Generation.Jinpeng Wang, Yutai Hou, Jing Liu, Yunbo Cao, Chin-Yew Lin