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Improving Interpretability via Explicit Word Interaction Graph Layer


Feb 03, 2023
Arshdeep Sekhon, Hanjie Chen, Aman Shrivastava, Zhe Wang, Yangfeng Ji, Yanjun Qi

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* AAAI 2023 
* 15 pages, AAAI 2023 

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Identifying the Source of Vulnerability in Explanation Discrepancy: A Case Study in Neural Text Classification


Dec 10, 2022
Ruixuan Tang, Hanjie Chen, Yangfeng Ji

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* EMNLP BlackboxNLP 2022 

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CS-Shapley: Class-wise Shapley Values for Data Valuation in Classification


Nov 13, 2022
Stephanie Schoch, Haifeng Xu, Yangfeng Ji

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* Accepted to NeurIPS 2022 

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REV: Information-Theoretic Evaluation of Free-Text Rationales


Oct 10, 2022
Hanjie Chen, Faeze Brahman, Xiang Ren, Yangfeng Ji, Yejin Choi, Swabha Swayamdipta

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Efficient Model Finetuning for Text Classification via Data Filtering


Jul 28, 2022
Xu Ouyang, Shahina Mohd Azam Ansari, Felix Xiaozhu Lin, Yangfeng Ji

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


May 24, 2022
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


May 19, 2022
Wanyu Du, Hanjie Chen, Yangfeng Ji

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White-box Testing of NLP models with Mask Neuron Coverage


May 10, 2022
Arshdeep Sekhon, Yangfeng Ji, Matthew B. Dwyer, Yanjun Qi

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* 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


Apr 17, 2022
Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji

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* 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


Apr 04, 2022
Wanyu Du, Jianqiao Zhao, Liwei Wang, Yangfeng Ji

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

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