Yutai Hou

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 43

Top Topics

Language Understanding

Frequently Encountered

Diffusion Models

Biomedical Literature

Top Venues

Int. J. Mach. Learn. Cybern.

Publications

Honglin Mu, Yang Xu, Yunlong Feng, Xiaofeng Han, Yitong Li, Yutai Hou, Wanxiang Che
Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants' API Invocation Capabilities. LREC/COLING (2024)
Yang Xu, Yunlong Feng, Honglin Mu, Yutai Hou, Yitong Li, Xinghao Wang, Wanjun Zhong, Zhongyang Li, Dandan Tu, Qingfu Zhu, Min Zhang, Wanxiang Che
Concise and Precise Context Compression for Tool-Using Language Models. CoRR (2024)
Yang Xu, Yunlong Feng, Honglin Mu, Yutai Hou, Yitong Li, Xinghao Wang, Wanjun Zhong, Zhongyang Li, Dandan Tu, Qingfu Zhu, Min Zhang, Wanxiang Che
Concise and Precise Context Compression for Tool-Using Language Models. ACL (Findings) (2024)
Bohan Li, Xiao Xu, Xinghao Wang, Yutai Hou, Yunlong Feng, Feng Wang, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification. AAAI (2024)
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
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios. CoRR (2024)
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
CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning. ICDE (2024)
Honglin Mu, Yang Xu, Yunlong Feng, Xiaofeng Han, Yitong Li, Yutai Hou, Wanxiang Che
Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants' API Invocation Capabilities. CoRR (2024)
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
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios. ACL (Findings) (2024)
Bohan Li, Longxu Dou, Yutai Hou, Yunlong Feng, Honglin Mu, Wanxiang Che
MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning. CoRR (2023)
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
Automatic Instruction Optimization for Open-source LLM Instruction Tuning. CoRR (2023)
Yang Xu, Yutai Hou, Wanxiang Che, Min Zhang
Language Anisotropic Cross-Lingual Model Editing. ACL (Findings) (2023)
Bohan Li, Xinghao Wang, Xiao Xu, Yutai Hou, Yunlong Feng, Feng Wang, Wanxiang Che
Semantic-Guided Image Augmentation with Pre-trained Models. CoRR (2023)
Yutai Hou, Xinghao Wang, Cheng Chen, Bohan Li, Wanxiang Che, Zhigang Chen
FewJoint: few-shot learning for joint dialogue understanding. Int. J. Mach. Learn. Cybern. 13 (11) (2022)
Yutai Hou, Hongyuan Dong, Xinghao Wang, Bohan Li, Wanxiang Che
MetaPrompting: Learning to Learn Better Prompts. CoRR (2022)
Yutai Hou, Yingce Xia, Lijun Wu, Shufang Xie, Yang Fan, Jinhua Zhu, Tao Qin, Tie-Yan Liu
Discovering drug-target interaction knowledge from biomedical literature. Bioinform. 38 (22) (2022)
Bohan Li, Yutai Hou, Wanxiang Che
Data augmentation approaches in natural language processing: A survey. AI Open 3 (2022)
Yutai Hou, Cheng Chen, Xianzhen Luo, Bohan Li, Wanxiang Che
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging. CoRR (2022)
Yushan Wu, Rui Wu, Yutai Hou, Jiafeng Liu, Xianglong Tang
Adaptive Correlation Integration for Deep Image Clustering. Neurocomputing 501 (2022)
Yang Xu, Yutai Hou, Wanxiang Che
Language Anisotropic Cross-Lingual Model Editing. CoRR (2022)
Yutai Hou, Cheng Chen, Xianzhen Luo, Bohan Li, Wanxiang Che
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging. ACL (Findings) (2022)
Yutai Hou, Hongyuan Dong, Xinghao Wang, Bohan Li, Wanxiang Che
MetaPrompting: Learning to Learn Better Prompts. COLING (2022)
Yutai Hou, Yingce Xia, Lijun Wu, Shufang Xie, Yang Fan, Jinhua Zhu, Wanxiang Che, Tao Qin, Tie-Yan Liu
Discovering Drug-Target Interaction Knowledge from Biomedical Literature. CoRR (2021)
Yutai Hou, Yongkui Lai, Yushan Wu, Wanxiang Che, Ting Liu
Few-shot Learning for Multi-label Intent Detection. AAAI (2021)
Bohan Li, Yutai Hou, Wanxiang Che
Data Augmentation Approaches in Natural Language Processing: A Survey. CoRR (2021)
Yutai Hou, Yongkui Lai, Cheng Chen, Wanxiang Che, Ting Liu
Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling. ACL/IJCNLP (Findings) (2021)
Yutai Hou, Yongkui Lai, Cheng Chen, Wanxiang Che, Ting Liu
Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling. CoRR (2021)
Yutai Hou, Sanyuan Chen, Wanxiang Che, Cheng Chen, Ting Liu
C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling. AAAI (2021)
Yutai Hou, Jiafeng Mao, Yongkui Lai, Cheng Chen, Wanxiang Che, Zhigang Chen, Ting Liu
FewJoint: A Few-shot Learning Benchmark for Joint Language Understanding. CoRR (2020)
Sanyuan Chen, Yutai Hou, Yiming Cui, Wanxiang Che, Ting Liu, Xiangzhan Yu
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting. CoRR (2020)
Yuxuan Wang, Yutai Hou, Wanxiang Che, Ting Liu
From static to dynamic word representations: a survey. Int. J. Mach. Learn. Cybern. 11 (7) (2020)
Yutai Hou, Sanyuan Chen, Wanxiang Che, Cheng Chen, Ting Liu
C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling. CoRR (2020)
Yutai Hou, Wanxiang Che, Yongkui Lai, Zhihan Zhou, Yijia Liu, Han Liu, Ting Liu
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network. ACL (2020)
Sanyuan Chen, Yutai Hou, Yiming Cui, Wanxiang Che, Ting Liu, Xiangzhan Yu
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting. EMNLP (1) (2020)
Yutai Hou, Yongkui Lai, Yushan Wu, Wanxiang Che, Ting Liu
Few-shot Learning for Multi-label Intent Detection. CoRR (2020)
Yutai Hou, Wanxiang Che, Yongkui Lai, Zhihan Zhou, Yijia Liu, Han Liu, Ting Liu
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network. CoRR (2020)
Yutai Hou, Zhihan Zhou, Yijia Liu, Ning Wang, Wanxiang Che, Han Liu, Ting Liu
Few-Shot Sequence Labeling with Label Dependency Transfer. CoRR (2019)
Yutai Hou, Meng Fang, Wanxiang Che, Ting Liu
A Corpus-free State2Seq User Simulator for Task-oriented Dialogue. CoRR (2019)
Yutai Hou, Meng Fang, Wanxiang Che, Ting Liu
A Corpus-Free State2Seq User Simulator for Task-Oriented Dialogue. CCL (2019)
Yutai Hou, Yijia Liu, Wanxiang Che, Ting Liu
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding. COLING (2018)
Yutai Hou, Yijia Liu, Wanxiang Che, Ting Liu
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding. CoRR (2018)
Jinpeng Wang, Yutai Hou, Jing Liu, Yunbo Cao, Chin-Yew Lin
A Statistical Framework for Product Description Generation. IJCNLP(2) (2017)
Ruoxi Shi, Hongzhi Wang, Tao Wang, Yutai Hou, Yiwen Tang, Jianzhong Li, Hong Gao
Similarity Search Combining Query Relaxation and Diversification. DASFAA (2) (2017)
Ruoxi Shi, Hongzhi Wang, Tao Wang, Yutai Hou, Yiwen Tang
Similarity Search Combining Query Relaxation and Diversification. CoRR (2016)