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Orthros: Non-autoregressive End-to-end Speech Translation with Dual-decoder

Nov 06, 2020
Hirofumi Inaguma, Yosuke Higuchi, Kevin Duh, Tatsuya Kawahara, Shinji Watanabe


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Very Deep Transformers for Neural Machine Translation

Aug 18, 2020
Xiaodong Liu, Kevin Duh, Liyuan Liu, Jianfeng Gao

* 6 pages, 3 figures and 3 tables 

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Modeling Document Interactions for Learning to Rank with Regularized Self-Attention

May 08, 2020
Shuo Sun, Kevin Duh

* 5 pages,5 figures 

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ESPnet-ST: All-in-One Speech Translation Toolkit

Apr 21, 2020
Hirofumi Inaguma, Shun Kiyono, Kevin Duh, Shigeki Karita, Nelson Enrique Yalta Soplin, Tomoki Hayashi, Shinji Watanabe

* Accepted at ACL 2020 System Demonstration 

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When Does Unsupervised Machine Translation Work?

Apr 14, 2020
Kelly Marchisio, Kevin Duh, Philipp Koehn

* Correct typo in Table 3 

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Distill, Adapt, Distill: Training Small, In-Domain Models for Neural Machine Translation

Mar 05, 2020
Mitchell A. Gordon, Kevin Duh


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Machine Translation System Selection from Bandit Feedback

Feb 22, 2020
Jason Naradowsky, Xuan Zhang, Kevin Duh


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Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning

Feb 19, 2020
Mitchell A. Gordon, Kevin Duh, Nicholas Andrews


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Explaining Sequence-Level Knowledge Distillation as Data-Augmentation for Neural Machine Translation

Dec 06, 2019
Mitchell A. Gordon, Kevin Duh


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Multilingual End-to-End Speech Translation

Oct 31, 2019
Hirofumi Inaguma, Kevin Duh, Tatsuya Kawahara, Shinji Watanabe

* Accepted to ASRU 2019 

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Broad-Coverage Semantic Parsing as Transduction

Sep 05, 2019
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme

* Accepted at EMNLP 2019 

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A Call for Prudent Choice of Subword Merge Operations

May 24, 2019
Shuoyang Ding, Adithya Renduchintala, Kevin Duh

* Accepted to MT Summit 2019 

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AMR Parsing as Sequence-to-Graph Transduction

May 21, 2019
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme

* Accepted at ACL 2019 

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Curriculum Learning for Domain Adaptation in Neural Machine Translation

May 14, 2019
Xuan Zhang, Pamela Shapiro, Gaurav Kumar, Paul McNamee, Marine Carpuat, Kevin Duh


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Query Expansion for Cross-Language Question Re-Ranking

Apr 16, 2019
Muhammad Mahbubur Rahman, Sorami Hisamoto, Kevin Duh

* 5 pages, 3 figures 

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Membership Inference Attacks on Sequence-to-Sequence Models

Apr 11, 2019
Sorami Hisamoto, Matt Post, Kevin Duh


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An Empirical Exploration of Curriculum Learning for Neural Machine Translation

Nov 02, 2018
Xuan Zhang, Gaurav Kumar, Huda Khayrallah, Kenton Murray, Jeremy Gwinnup, Marianna J Martindale, Paul McNamee, Kevin Duh, Marine Carpuat


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ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension

Oct 30, 2018
Sheng Zhang, Xiaodong Liu, Jingjing Liu, Jianfeng Gao, Kevin Duh, Benjamin Van Durme

* 14 pages 

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Stochastic Answer Networks for SQuAD 2.0

Sep 24, 2018
Xiaodong Liu, Wei Li, Yuwei Fang, Aerin Kim, Kevin Duh, Jianfeng Gao

* 6 pages, 2 figures and 2 tables 

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Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation

Sep 14, 2018
Brian Thompson, Huda Khayrallah, Antonios Anastasopoulos, Arya McCarthy, Kevin Duh, Rebecca Marvin, Paul McNamee, Jeremy Gwinnup, Tim Anderson, Philipp Koehn

* to be presented at WMT 2018 

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Character-Aware Decoder for Neural Machine Translation

Sep 11, 2018
Adithya Renduchintala, Pamela Shapiro, Kevin Duh, Philipp Koehn

* 9 pages, 5 figures 

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BPE and CharCNNs for Translation of Morphology: A Cross-Lingual Comparison and Analysis

Sep 08, 2018
Pamela Shapiro, Kevin Duh


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How Do Source-side Monolingual Word Embeddings Impact Neural Machine Translation?

Jun 14, 2018
Shuoyang Ding, Kevin Duh

* 10 pages, 4 figures 

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Halo: Learning Semantics-Aware Representations for Cross-Lingual Information Extraction

May 21, 2018
Hongyuan Mei, Sheng Zhang, Kevin Duh, Benjamin Van Durme

* *SEM 2018 camera-ready 

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Stochastic Answer Networks for Machine Reading Comprehension

May 15, 2018
Xiaodong Liu, Yelong Shen, Kevin Duh, Jianfeng Gao

* 11 pages, 5 figures, Accepted to ACL 2018 

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Cross-lingual Semantic Parsing

Apr 21, 2018
Sheng Zhang, Kevin Duh, Benjamin Van Durme


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Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds

Apr 21, 2018
Sheng Zhang, Kevin Duh, Benjamin Van Durme

* Accepted to StarSem 2018 

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