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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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BOSH: An Efficient Meta Algorithm for Decision-based Attacks

Oct 14, 2019
Zhenxin Xiao, Puyudi Yang, Yuchen Jiang, Kai-Wei Chang, Cho-Jui Hsieh


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Cross-lingual Dependency Parsing with Unlabeled Auxiliary Languages

Sep 20, 2019
Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Kai-Wei Chang, Nanyun Peng

* CoNLL 2019 

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Toward Finding The Global Optimal of Adversarial Examples

Sep 14, 2019
Zhenxin Xiao, Kai-Wei Chang, Cho-Jui Hsieh

* the paper's method has problem, we think that we need to rethink for the method and change it totally, so i will first withdraw it 

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Retrofitting Contextualized Word Embeddings with Paraphrases

Sep 12, 2019
Weijia Shi, Muhao Chen, Pei Zhou, Kai-Wei Chang

* EMNLP-IJCNLP2019 

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Visualizing Trends of Key Roles in News Articles

Sep 12, 2019
Chen Xia, Haoxiang Zhang, Jacob Moghtader, Allen Wu, Kai-Wei Chang


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Examining Gender Bias in Languages with Grammatical Gender

Sep 09, 2019
Pei Zhou, Weijia Shi, Jieyu Zhao, Kuan-Hao Huang, Muhao Chen, Ryan Cotterell, Kai-Wei Chang

* 9 pages, 4 figures. Accepted at EMNLP-IJCNLP 2019 as a long paper 

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Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification

Sep 06, 2019
Yichao Zhou, Jyun-Yu Jiang, Kai-Wei Chang, Wei Wang

* 10 pages, 8 tables, 4 figures 

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