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Unsupervised Paraphrase Generation via Dynamic Blocking

Oct 24, 2020
Tong Niu, Semih Yavuz, Yingbo Zhou, Huan Wang, Nitish Shirish Keskar, Caiming Xiong

* 10 pages 

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CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers

Oct 24, 2020
Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong


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Char2Subword: Extending the Subword Embedding Space from Pre-trained Models Using Robust Character Compositionality

Oct 24, 2020
Gustavo Aguilar, Bryan McCann, Tong Niu, Nazneen Rajani, Nitish Keskar, Thamar Solorio


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Explaining and Improving Model Behavior with k Nearest Neighbor Representations

Oct 18, 2020
Nazneen Fatema Rajani, Ben Krause, Wengpeng Yin, Tong Niu, Richard Socher, Caiming Xiong


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AvgOut: A Simple Output-Probability Measure to Eliminate Dull Responses

Jan 15, 2020
Tong Niu, Mohit Bansal

* AAAI 2020 (8 pages) 

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Automatically Learning Data Augmentation Policies for Dialogue Tasks

Sep 27, 2019
Tong Niu, Mohit Bansal

* 7 pages (EMNLP 2019) 

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Deleter: Leveraging BERT to Perform Unsupervised Successive Text Compression

Sep 07, 2019
Tong Niu, Caiming Xiong, Richard Socher

* 5 pages, 1 figure (presented @ WeCNLP) 

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A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting

May 30, 2019
Pei Du, Jianzhou Wang, Yan Hao, Tong Niu, Wendong Yang

* 24 pages, 4 figures 

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Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models

Sep 06, 2018
Tong Niu, Mohit Bansal

* CoNLL 2018 (15 pages) 

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Polite Dialogue Generation Without Parallel Data

May 08, 2018
Tong Niu, Mohit Bansal

* To Appear in TACL Journal (16 pages) (first submission cycle: Oct1 2017) 

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Detecting Linguistic Characteristics of Alzheimer's Dementia by Interpreting Neural Models

Apr 17, 2018
Sweta Karlekar, Tong Niu, Mohit Bansal

* NAACL 2018 (7 pages) 

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