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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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GPT-GNN: Generative Pre-Training of Graph Neural Networks


Jun 27, 2020
Ziniu Hu, Yuxiao Dong, Kuansan Wang, Kai-Wei Chang, Yizhou Sun

* Published on KDD 2020 

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An Integer Linear Programming Framework for Mining Constraints from Data


Jun 18, 2020
Tao Meng, Kai-Wei Chang

* 12 pages, 2 figures, submitted to NeurIPS2020 

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SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics


May 21, 2020
Da Yin, Tao Meng, Kai-Wei Chang

* ACL-2020 

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Mitigating Gender Bias Amplification in Distribution by Posterior Regularization


May 13, 2020
Shengyu Jia, Tao Meng, Jieyu Zhao, Kai-Wei Chang

* 7 pages, 3 figures, published in ACL 2020 

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On the Robustness of Language Encoders against Grammatical Errors


May 12, 2020
Fan Yin, Quanyu Long, Tao Meng, Kai-Wei Chang

* ACL 2020 

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Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer


May 02, 2020
Jieyu Zhao, Subhabrata Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Hassan Awadallah


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A Transformer-based Approach for Source Code Summarization


May 01, 2020
Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang

* This paper is accepted at ACL2020 

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Towards Controllable Biases in Language Generation


May 01, 2020
Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng

* 9 pages 

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"The Boating Store Had Its Best Sail Ever": Pronunciation-attentive Contextualized Pun Recognition


Apr 29, 2020
Yichao Zhou, Jyun-Yu Jiang, Jieyu Zhao, Kai-Wei Chang, Wei Wang

* 10 pages, 4 figures, 7 tables, accepted by ACL 2020 

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Automatic Perturbation Analysis on General Computational Graphs


Feb 28, 2020
Kaidi Xu, Zhouxing Shi, Huan Zhang, Minlie Huang, Kai-Wei Chang, Bhavya Kailkhura, Xue Lin, Cho-Jui Hsieh


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Robustness Verification for Transformers


Feb 16, 2020
Zhouxing Shi, Huan Zhang, Kai-Wei Chang, Minlie Huang, Cho-Jui Hsieh

* ICLR 2020 

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Towards Understanding Gender Bias in Relation Extraction


Nov 09, 2019
Andrew Gaut, Tony Sun, Shirlyn Tang, Yuxin Huang, Jing Qian, Mai ElSherief, Jieyu Zhao, Diba Mirza, Elizabeth Belding, Kai-Wei Chang, William Yang Wang


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