Ting (Kelly) Wu
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Ting (Kelly) Wu

ALT
Pronouns: she/her
Life Adventurer 🧚‍♀️​

Hi, thanks for stopping by!

I am a master student in Computer Science at Fudan University advised by Prof. Xuanjing Huang. Currently, I am fortunate to work with Prof. Pengfei Liu on Large Language Models in GAIR Lab.
Prior to this, I gained research experiences in HKUST NLP Group, Shanghai AI Lab and MSRA NLC Group.

Research Focus

Out-of-distribution Generalization
Dataset Collection and Indirect Evaluation
Large Language Models

Publications and Open-source Toolkits

Great appreciation to all my collaborators and advisors!
Reperforming Feedback Loops in Self-Alignment for Problem Solving
Ting Wu, Pengfei Liu. [Will be In Submission to NeurIPS 2024]
Enhancing Contrastive Learning with Noise-guided Attack: Towards Continual Relation Extraction in the Wild [ARR December Meta-Review 4, Suggested Submission to ACL 204]
Ting Wu, Jingyi Liu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang. ArXiv Preprint. [paper] [code]
Self-Challenging Reweighting via Memorization-driven Coreset for OOD Generalization
Ting Wu, Xuanjing Huang. Under Review. 2023. [paper]
Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization
Ting Wu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang. ACL, 2023. [paper][code]
Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective
Shihan Dou, Rui Zheng, Ting Wu, Songyang Gao, Qi Zhang, Yueming Wu, Xuanjing Huang. COLING, 2022. [paper][code]
Less is Better: Recovering Intended-Feature Subspace to Robustify NLU Models
Ting Wu, Tao Gui. COLING, 2022. [paper][code]
OpenCompass: Open-Source Large Language Model Evaluation Suite and Platform
Internship during Shanghai AI Lab. Deployed the LLM Reasoning Evaluation. [website] (🌟 2.3k+ on Github)
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
FudanNLP Lab. Developed Textual Perturbation and Robustness Evaluation for MRC. [website] (🌟 600+ on Github)