Yutai Hou

According to our database, Yutai Hou authored at least 28 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Beyond 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

CoRR, 2024

Planning, 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

CoRR, 2024

Semantic-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

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Automatic Instruction Optimization for Open-source 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

CoRR, 2023

MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning.

Bohan Li, Longxu Dou, Yutai Hou, Yunlong Feng, Honglin Mu, Wanxiang Che

CoRR, 2023

Semantic-Guided Image Augmentation with Pre-trained Models.

Bohan Li, Xinghao Wang, Xiao Xu, Yutai Hou, Yunlong Feng, Feng Wang, Wanxiang Che

CoRR, 2023

Language Anisotropic Cross-Lingual Model Editing.

Yang Xu, Yutai Hou, Wanxiang Che, Min Zhang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Discovering drug-target interaction knowledge from biomedical literature.

Yutai Hou, Yingce Xia, Lijun Wu, Shufang Xie, Yang Fan, Jinhua Zhu, Tao Qin, Tie-Yan Liu

Bioinform., November, 2022

Data augmentation approaches in natural language processing: A survey.

Bohan Li, Yutai Hou, Wanxiang Che

AI Open, January, 2022

FewJoint: few-shot learning for joint dialogue understanding.

Yutai Hou, Xinghao Wang, Cheng Chen, Bohan Li, Wanxiang Che, Zhigang Chen

Int. J. Mach. Learn. Cybern., 2022

Adaptive Correlation Integration for Deep Image Clustering.

Yushan Wu, Rui Wu, Yutai Hou, Jiafeng Liu, Xianglong Tang

Neurocomputing, 2022

Language Anisotropic Cross-Lingual Model Editing.

Yang Xu, Yutai Hou, Wanxiang Che

CoRR, 2022

MetaPrompting: Learning to Learn Better Prompts.

Yutai Hou, Hongyuan Dong, Xinghao Wang, Bohan Li, Wanxiang Che

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging.

Yutai Hou, Cheng Chen, Xianzhen Luo, Bohan Li, Wanxiang Che

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Discovering Drug-Target Interaction Knowledge from Biomedical Literature.

Yutai Hou, Yingce Xia, Lijun Wu, Shufang Xie, Yang Fan, Jinhua Zhu, Wanxiang Che, Tao Qin, Tie-Yan Liu

CoRR, 2021

Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling.

Yutai Hou, Yongkui Lai, Cheng Chen, Wanxiang Che, Ting Liu

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Few-shot Learning for Multi-label Intent Detection.

Yutai Hou, Yongkui Lai, Yushan Wu, Wanxiang Che, Ting Liu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling.

Yutai Hou, Sanyuan Chen, Wanxiang Che, Cheng Chen, Ting Liu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

From static to dynamic word representations: a survey.

Yuxuan Wang, Yutai Hou, Wanxiang Che, Ting Liu

Int. J. Mach. Learn. Cybern., 2020

FewJoint: A Few-shot Learning Benchmark for Joint Language Understanding.

Yutai Hou, Jiafeng Mao, Yongkui Lai, Cheng Chen, Wanxiang Che, Zhigang Chen, Ting Liu

CoRR, 2020

Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting.

Sanyuan Chen, Yutai Hou, Yiming Cui, Wanxiang Che, Ting Liu, Xiangzhan Yu

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Few-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

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Few-Shot Sequence Labeling with Label Dependency Transfer.

Yutai Hou, Zhihan Zhou, Yijia Liu, Ning Wang, Wanxiang Che, Han Liu, Ting Liu

CoRR, 2019

A Corpus-Free State2Seq User Simulator for Task-Oriented Dialogue.

Yutai Hou, Meng Fang, Wanxiang Che, Ting Liu

Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

2018

Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding.

Yutai Hou, Yijia Liu, Wanxiang Che, Ting Liu

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

A Statistical Framework for Product Description Generation.

Jinpeng Wang, Yutai Hou, Jing Liu, Yunbo Cao, Chin-Yew Lin

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Similarity Search Combining Query Relaxation and Diversification.

Ruoxi Shi, Hongzhi Wang, Tao Wang, Yutai Hou, Yiwen Tang, Jianzhong Li, Hong Gao

Proceedings of the Database Systems for Advanced Applications, 2017

2016

Similarity Search Combining Query Relaxation and Diversification.

Ruoxi Shi, Hongzhi Wang, Tao Wang, Yutai Hou, Yiwen Tang

CoRR, 2016