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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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BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation


Jan 27, 2021
Jwala Dhamala, Tony Sun, Varun Kumar, Satyapriya Krishna, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta


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Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs


Jan 26, 2021
Kuan-Hao Huang, Kai-Wei Chang

* EACL 2021 

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Intent Classification and Slot Filling for Privacy Policies


Jan 01, 2021
Wasi Uddin Ahmad, Jianfeng Chi, Tu Le, Thomas Norton, Yuan Tian, Kai-Wei Chang

* 16 pages (main paper: 9 pages), 4 figures, 13 tables 

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Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference


Dec 16, 2020
Yichao Zhou, Yu Yan, Rujun Han, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang

* 10 pages, 4 figures, 7 tables, accepted by AAAI 2021 

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Weakly-supervised VisualBERT: Pre-training without Parallel Images and Captions


Oct 24, 2020
Liunian Harold Li, Haoxuan You, Zhecan Wang, Alireza Zareian, Shih-Fu Chang, Kai-Wei Chang


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"Nice Try, Kiddo": Ad Hominems in Dialogue Systems


Oct 24, 2020
Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng

* 14 pages 

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GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction


Oct 06, 2020
Wasi Uddin Ahmad, Nanyun Peng, Kai-Wei Chang

* 9 pages, 4 pages of references, 7 pages of supplementary material 

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LOGAN: Local Group Bias Detection by Clustering


Oct 06, 2020
Jieyu Zhao, Kai-Wei Chang

* EMNLP 2020 

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PolicyQA: A Reading Comprehension Dataset for Privacy Policies


Oct 06, 2020
Wasi Uddin Ahmad, Jianfeng Chi, Yuan Tian, Kai-Wei Chang

* EMNLP Findings 2020 (short paper) 

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Select, Extract and Generate: Neural Keyphrase Generation with Syntactic Guidance


Aug 04, 2020
Wasi Uddin Ahmad, Xiao Bai, Soomin Lee, Kai-Wei Chang

* Work in progress 

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