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PLAtE: A Large-scale Dataset for List Page Web Extraction



Aidan San , Jan Bakus , Colin Lockard , David Ciemiewicz , Yangfeng Ji , Sandeep Atluri , Kevin Small , Heba Elfardy


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Self-augmented Data Selection for Few-shot Dialogue Generation



Wanyu Du , Hanjie Chen , Yangfeng Ji


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White-box Testing of NLP models with Mask Neuron Coverage



Arshdeep Sekhon , Yangfeng Ji , Matthew B. Dwyer , Yanjun Qi

* Findings of NAACL 2022 
* Findings of NAACL 2022 submission, 12 pages 

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Pathologies of Pre-trained Language Models in Few-shot Fine-tuning



Hanjie Chen , Guoqing Zheng , Ahmed Hassan Awadallah , Yangfeng Ji

* ACL 2022 Workshop on Insights from Negative Results in NLP 

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Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process Priors



Wanyu Du , Jianqiao Zhao , Liwei Wang , Yangfeng Ji

* Accepted by 6th Workshop on Structured Prediction for NLP at ACL2022 

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Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation



Hanjie Chen , Yangfeng Ji

* AAAI 2022 

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FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows



Jianqiao Zhao , Yanyang Li , Wanyu Du , Yangfeng Ji , Dong Yu , Michael R. Lyu , Liwei Wang


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Explaining Prediction Uncertainty of Pre-trained Language Models by Detecting Uncertain Words in Inputs



Hanjie Chen , Yangfeng Ji


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Simple Text Detoxification by Identifying a Linear Toxic Subspace in Language Model Embeddings



Andrew Wang , Mohit Sudhakar , Yangfeng Ji


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SideControl: Controlled Open-domain Dialogue Generation via Additive Side Networks



Wanyu Du , Yangfeng Ji

* EMNLP2021 (Findings) 

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