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Detecting Hallucinated Content in Conditional Neural Sequence Generation

Nov 05, 2020
Chunting Zhou, Jiatao Gu, Mona Diab, Paco Guzman, Luke Zettlemoyer, Marjan Ghazvininejad

* Under review 

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Understanding Knowledge Distillation in Non-autoregressive Machine Translation

Nov 07, 2019
Chunting Zhou, Graham Neubig, Jiatao Gu


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FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow

Oct 09, 2019
Xuezhe Ma, Chunting Zhou, Xian Li, Graham Neubig, Eduard Hovy

* EMNLP 2019 
* Accepted by EMNLP 2019 (Long Paper) 

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Handling Syntactic Divergence in Low-resource Machine Translation

Aug 30, 2019
Chunting Zhou, Xuezhe Ma, Junjie Hu, Graham Neubig

* Accepted by EMNLP 2019 (short paper) 

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Density Matching for Bilingual Word Embedding

Apr 30, 2019
Chunting Zhou, Xuezhe Ma, Di Wang, Graham Neubig

* Accepted by NAACL-HLT 2019 

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The ARIEL-CMU Systems for LoReHLT18

Feb 24, 2019
Aditi Chaudhary, Siddharth Dalmia, Junjie Hu, Xinjian Li, Austin Matthews, Aldrian Obaja Muis, Naoki Otani, Shruti Rijhwani, Zaid Sheikh, Nidhi Vyas, Xinyi Wang, Jiateng Xie, Ruochen Xu, Chunting Zhou, Peter J. Jansen, Yiming Yang, Lori Levin, Florian Metze, Teruko Mitamura, David R. Mortensen, Graham Neubig, Eduard Hovy, Alan W Black, Jaime Carbonell, Graham V. Horwood, Shabnam Tafreshi, Mona Diab, Efsun S. Kayi, Noura Farra, Kathleen McKeown


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MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders

Jan 06, 2019
Xuezhe Ma, Chunting Zhou, Eduard Hovy

* Published at ICLR-2019. 12 pages contents + 4 pages appendix, 5 figures 

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Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations

Aug 28, 2018
Aditi Chaudhary, Chunting Zhou, Lori Levin, Graham Neubig, David R. Mortensen, Jaime G. Carbonell

* Accepted at EMNLP 2018 

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StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing

Jun 20, 2018
Pengcheng Yin, Chunting Zhou, Junxian He, Graham Neubig

* ACL 2018 

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Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction

Aug 17, 2017
Chunting Zhou, Graham Neubig

* Accepted by ACL 2017 

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Category Enhanced Word Embedding

Nov 30, 2015
Chunting Zhou, Chonglin Sun, Zhiyuan Liu, Francis C. M. Lau


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A C-LSTM Neural Network for Text Classification

Nov 30, 2015
Chunting Zhou, Chonglin Sun, Zhiyuan Liu, Francis C. M. Lau


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