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Relation-Guided Pre-Training for Open-Domain Question Answering


Sep 21, 2021
Ziniu Hu, Yizhou Sun, Kai-Wei Chang


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Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning


Sep 14, 2021
Da Yin, Liunian Harold Li, Ziniu Hu, Nanyun Peng, Kai-Wei Chang

* EMNLP 2021. Code and data are available at https://github.com/WadeYin9712/GD-VCR 

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Retrieval Augmented Code Generation and Summarization


Sep 10, 2021
Md Rizwan Parvez, Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang

* accepted in EMNLP-Findings 2021 

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Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution


Aug 29, 2021
Zongyi Li, Jianhan Xu, Jiehang Zeng, Linyang Li, Xiaoqing Zheng, Qi Zhang, Kai-Wei Chang, Cho-Jui Hsieh

* Accepted by EMNLP2021 main conference 

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Event Extraction as Natural Language Generation


Aug 29, 2021
I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng

* The first two authors contribute equally 

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Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies


Aug 27, 2021
Sunipa Dev, Masoud Monajatipoor, Anaelia Ovalle, Arjun Subramonian, Jeff M Phillips, Kai-Wei Chang

* EMNLP 2021 

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AVATAR: A Parallel Corpus for Java-Python Program Translation


Aug 26, 2021
Wasi Uddin Ahmad, Md Golam Rahman Tushar, Saikat Chakraborty, Kai-Wei Chang

* 10 pages (including 5 pages of appendix) 

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BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis


Aug 10, 2021
Masoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, Aichi Chien, C. -C. Jay Kuo, Fabien Scalzo, Kai-Wei Chang

* 10 pages, 8 figures, Accepted in ICCV workshop 

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What do Bias Measures Measure?


Aug 07, 2021
Sunipa Dev, Emily Sheng, Jieyu Zhao, Jiao Sun, Yu Hou, Mattie Sanseverino, Jiin Kim, Nanyun Peng, Kai-Wei Chang


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How Much Can CLIP Benefit Vision-and-Language Tasks?


Jul 13, 2021
Sheng Shen, Liunian Harold Li, Hao Tan, Mohit Bansal, Anna Rohrbach, Kai-Wei Chang, Zhewei Yao, Kurt Keutzer

* 14 pages 

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Integrating topic modeling and word embedding to characterize violent deaths


Jun 28, 2021
Alina Arseniev-Koehler, Susan D. Cochran, Vickie M. Mays, Kai-Wei Chang, Jacob Gates Foster


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Clinical Named Entity Recognition using Contextualized Token Representations


Jun 23, 2021
Yichao Zhou, Chelsea Ju, J. Harry Caufield, Kevin Shih, Calvin Chen, Yizhou Sun, Kai-Wei Chang, Peipei Ping, Wei Wang

* 1 figure, 6 tables 

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Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification


Jun 21, 2021
Yada Pruksachatkun, Satyapriya Krishna, Jwala Dhamala, Rahul Gupta, Kai-Wei Chang


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Syntax-augmented Multilingual BERT for Cross-lingual Transfer


Jun 03, 2021
Wasi Uddin Ahmad, Haoran Li, Kai-Wei Chang, Yashar Mehdad

* ACL 2021 (camera ready) 

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Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions?


Jun 02, 2021
Jieyu Zhao, Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Kai-Wei Chang

* 9 pages, Findings of ACL-IJCNLP 2021 

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Societal Biases in Language Generation: Progress and Challenges


Jun 02, 2021
Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng

* ACL 2021 camera-ready 

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SpeechNet: A Universal Modularized Model for Speech Processing Tasks


May 31, 2021
Yi-Chen Chen, Po-Han Chi, Shu-wen Yang, Kai-Wei Chang, Jheng-hao Lin, Sung-Feng Huang, Da-Rong Liu, Chi-Liang Liu, Cheng-Kuang Lee, Hung-yi Lee


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Adapting Coreference Resolution for Processing Violent Death Narratives


Apr 30, 2021
Ankith Uppunda, Susan D. Cochran, Jacob G. Foster, Alina Arseniev-Koehler, Vickie M. Mays, Kai-Wei Chang

* NAACL 2021 

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Evaluating the Values of Sources in Transfer Learning


Apr 26, 2021
Md Rizwan Parvez, Kai-Wei Chang

* @inproceedings{parvez2021evaluating, title = {Evaluating the Values of Sources in Transfer Learning}, author = {Parvez, Md Rizwan and Chang, Kai-Wei}, booktitle = {{NAACL}}, year = {2021} } 
* NAACL 2021 Camera Ready 

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On the Faithfulness Measurements for Model Interpretations


Apr 18, 2021
Fan Yin, Zhouxing Shi, Cho-Jui Hsieh, Kai-Wei Chang


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Revealing Persona Biases in Dialogue Systems


Apr 18, 2021
Emily Sheng, Josh Arnold, Zhou Yu, Kai-Wei Chang, Nanyun Peng

* 9 pages 

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Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training


Apr 17, 2021
Kuan-Hao Huang, Wasi Uddin Ahmad, Nanyun Peng, Kai-Wei Chang

* Preprint 

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Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation


Apr 12, 2021
Chong Zhang, Jieyu Zhao, Huan Zhang, Kai-Wei Chang, Cho-Jui Hsieh

* NAACL 2021 

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Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models


Apr 11, 2021
James Y. Huang, Kuan-Hao Huang, Kai-Wei Chang

* NAACL 2021 

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Leveraging Unlabeled Data for Entity-Relation Extraction through Probabilistic Constraint Satisfaction


Mar 20, 2021
Kareem Ahmed, Eric Wang, Guy Van den Broeck, Kai-Wei Chang

* 8 pages, 2 figures 

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Unified Pre-training for Program Understanding and Generation


Mar 10, 2021
Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang

* NAACL 2021 

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CREATe: Clinical Report Extraction and Annotation Technology


Feb 28, 2021
Yichao Zhou, Wei-Ting Chen, Bowen Zhang, David Lee, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang

* 7 Figures, ICDE 2021 Demo 

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