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Examining and Combating Spurious Features under Distribution Shift

Jun 14, 2021
Chunting Zhou, Xuezhe Ma, Paul Michel, Graham Neubig

* Accepted by ICML2021 

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Luna: Linear Unified Nested Attention

Jun 03, 2021
Xuezhe Ma, Xiang Kong, Sinong Wang, Chunting Zhou, Jonathan May, Hao Ma, Luke Zettlemoyer

* Preprint. 2 figures, 6 tables 

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COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences

Jun 02, 2021
Shikhar Singh, Nuan Wen, Yu Hou, Pegah Alipoormolabashi, Te-Lin Wu, Xuezhe Ma, Nanyun Peng

* In Proceedings of Findings of the Association for Computational Linguistics: ACL 2021 (ACL-Findings). Contains 16 pages, 14 figures and 11 tables 

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DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation

Feb 03, 2021
Sarik Ghazarian, Zixi Liu, Tuhin Chakrabarty, Xuezhe Ma, Aram Galstyan, Nanyun Peng

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Apollo: An Adaptive Parameter-wise Diagonal Quasi-Newton Method for Nonconvex Stochastic Optimization

Oct 01, 2020
Xuezhe Ma

* Draft version. Work in progress. 15 pages (plus appendix), 4 figures, 4 tables. Fixed typos in the first version of preprint 

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Decoupling Global and Local Representations from/for Image Generation

Apr 12, 2020
Xuezhe Ma, Xiang Kong, Shanghang Zhang, Eduard Hovy

* First version of preprint. 22 pages (plus appendix), 16 figures, 5 tables. Due to arxiv size constraints, this version is using downscaled images. Please download the full-resolution version from 

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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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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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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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Choosing Transfer Languages for Cross-Lingual Learning

Jun 07, 2019
Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee, Zirui Li, Yuyan Zhang, Mengzhou Xia, Shruti Rijhwani, Junxian He, Zhisong Zhang, Xuezhe Ma, Antonios Anastasopoulos, Patrick Littell, Graham Neubig

* Proceedings of ACL 2019 

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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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MaCow: Masked Convolutional Generative Flow

Feb 12, 2019
Xuezhe Ma, Eduard Hovy

* Work in progress 

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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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Near or Far, Wide Range Zero-Shot Cross-Lingual Dependency Parsing

Nov 01, 2018
Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Eduard Hovy, Kai-Wei Chang, Nanyun Peng

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Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation

Sep 04, 2018
Zhiting Hu, Haoran Shi, Zichao Yang, Bowen Tan, Tiancheng Zhao, Junxian He, Wentao Wang, Xingjiang Yu, Lianhui Qin, Di Wang, Xuezhe Ma, Hector Liu, Xiaodan Liang, Wanrong Zhu, Devendra Singh Sachan, Eric P. Xing

* 14 pages; Github: 

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Stack-Pointer Networks for Dependency Parsing

May 03, 2018
Xuezhe Ma, Zecong Hu, Jingzhou Liu, Nanyun Peng, Graham Neubig, Eduard Hovy

* Accepted by ACL-2018 

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Softmax Q-Distribution Estimation for Structured Prediction: A Theoretical Interpretation for RAML

Oct 27, 2017
Xuezhe Ma, Pengcheng Yin, Jingzhou Liu, Graham Neubig, Eduard Hovy

* Under Review of ICLR 2018 

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Neural Probabilistic Model for Non-projective MST Parsing

Sep 03, 2017
Xuezhe Ma, Eduard Hovy

* To appear in IJCNLP 2017 

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An Interpretable Knowledge Transfer Model for Knowledge Base Completion

May 03, 2017
Qizhe Xie, Xuezhe Ma, Zihang Dai, Eduard Hovy

* Accepted by ACL 2017. Minor update 

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Dropout with Expectation-linear Regularization

Feb 15, 2017
Xuezhe Ma, Yingkai Gao, Zhiting Hu, Yaoliang Yu, Yuntian Deng, Eduard Hovy

* Published as a conference paper at ICLR 2017. Camera-ready Version. 23 pages (paper + appendix) 

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Harnessing Deep Neural Networks with Logic Rules

Nov 15, 2016
Zhiting Hu, Xuezhe Ma, Zhengzhong Liu, Eduard Hovy, Eric Xing

* Fix typos and experiment setting 

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End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

May 29, 2016
Xuezhe Ma, Eduard Hovy

* 10 pages, 3 figures. To appear on ACL 2016 

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Unsupervised Ranking Model for Entity Coreference Resolution

Mar 15, 2016
Xuezhe Ma, Zhengzhong Liu, Eduard Hovy

* Accepted by NAACL 2016 

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Probabilistic Models for High-Order Projective Dependency Parsing

Feb 14, 2015
Xuezhe Ma, Hai Zhao

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