| Yawen Ouyang's Small Planet

Email: yawenouyang1996(at)gmail(dot)com
Wechat: oyyyyyw

2023/10-2025/10, Postdoc, AIR, Tsinghua University (Host: Weiying Ma and Hao Zhou)
2021/12-2022/3, Intern, AI Lab, Bytedance (Mentor: Hongning Wang and Haoran Huang)
2018/9-2023/9, Ph.D., NLP Lab, Nanjing University (Advisor: Xinyu Dai)
2017/9-2018/6, Undergraduate Intern, NLP Lab, Nanjing University (Advisor: Xinyu Dai)

M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis
Fei Zhao, Chunhui li, Zhen Wu, Yawen Ouyang, Jianbing Zhang, Xinyu Dai
Accepted by EMNLP 2023
[code] [pdf]
Debias NLU Datasets via Training-free Perturbations
Qi Guo^#, Yuanhang Tang, Yawen Ouyang, Zhen Wu, Xinyu Dai
Accepted by EMNLP 2023: Findings
[code] [pdf]
On Prefix-tuning for Lightweight Out-of-distribution Detection
Yawen Ouyang, Yongchang Cao, Yuan Gao, Zhen Wu, Jianbing Zhang and Xinyu Dai
Accpeted by ACL 2023
[code] [pdf]
IDOS: A Unified Debiasing Framework via Word Shuffling
Yuanhang Tang, Yawen Ouyang, Zhen Wu, Baohua Zhang, Jiaying Zhang and Xinyu Dai
Accepted by NLPCC 2023
[code] [pdf]
Out-of-Distribution Generalization Challenge in Dialog State Tracking
Jiasheng Ye, Yawen Ouyang, Zhen Wu, Xinyu Dai
Accepted by NeurIPS 2022 Workshop on Distribution Shifts
[code] [pdf]
Towards Multi-label Unknown Intent Detection
Yawen Ouyang, Zhen Wu, Xinyu Dai, Shujian Huang, Jiajun Chen
Accpeted by COLING 2022
[code] [pdf]
Energy-based Unknown Intent Detection with Data Manipulation
Yawen Ouyang, Jiasheng Ye, Yu Chen, Xinyu Dai, Shujian Huang, Jiajun Chen
Accpeted by ACL 2021: Findings
[code] [pdf]
Dialogue State Tracking with Explicit Slot Connection Modeling
Yawen Ouyang, Moxin Chen, Xinyu Dai, Yinggong Zhao, Shujian Huang, Jiajun Chen
Accpeted by ACL 2020
[code] [pdf]