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On the Strengths of Cross-Attention in Pretrained Transformers for Machine Translation


Apr 18, 2021
Mozhdeh Gheini, Xiang Ren, Jonathan May


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Macro-Average: Rare Types Are Important Too


Apr 12, 2021
Thamme Gowda, Weiqiu You, Constantine Lignos, Jonathan May


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Many-to-English Machine Translation Tools, Data, and Pretrained Models


Apr 01, 2021
Thamme Gowda, Zhao Zhang, Chris A Mattmann, Jonathan May


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CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems


Mar 29, 2021
Kushal Chawla, Jaysa Ramirez, Rene Clever, Gale Lucas, Jonathan May, Jonathan Gratch

* Accepted at NAACL 2021 

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Multitask Learning for Class-Imbalanced Discourse Classification


Jan 02, 2021
Alexander Spangher, Jonathan May, Sz-rung Shiang, Lingjia Deng

* 17 pages, 11 figures 

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WARP: Word-level Adversarial ReProgramming


Jan 01, 2021
Karen Hambardzumyan, Hrant Khachatrian, Jonathan May


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Can Sequence-to-Sequence Models Crack Substitution Ciphers?


Dec 30, 2020
Nada Aldarrab, Jonathan May


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Question Generation for Supporting Informational Query Intents


Oct 19, 2020
Xusen Yin, Jonathan May, Li Zhou, Kevin Small

* 9 pages 

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Learning to Generalize for Sequential Decision Making


Oct 05, 2020
Xusen Yin, Ralph Weischedel, Jonathan May

* Findings of EMNLP2020, 18 pages 

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Grounding Conversations with Improvised Dialogues


May 19, 2020
Hyundong Cho, Jonathan May

* ACL2020 Camera Ready; 9 pages + 5 page appendix 

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Experience Grounds Language


Apr 21, 2020
Yonatan Bisk, Ari Holtzman, Jesse Thomason, Jacob Andreas, Yoshua Bengio, Joyce Chai, Mirella Lapata, Angeliki Lazaridou, Jonathan May, Aleksandr Nisnevich, Nicolas Pinto, Joseph Turian


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Zero-Shot Learning of Text Adventure Games with Sentence-Level Semantics


Apr 06, 2020
Xusen Yin, Jonathan May


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BERT in Negotiations: Early Prediction of Buyer-Seller Negotiation Outcomes


Apr 06, 2020
Kushal Chawla, Gale Lucas, Jonathan Gratch, Jonathan May


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Neural Machine Translation with Imbalanced Classes


Apr 05, 2020
Thamme Gowda, Jonathan May


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A Universal Parent Model for Low-Resource Neural Machine Translation Transfer


Sep 20, 2019
Mozhdeh Gheini, Jonathan May


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What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis


Sep 09, 2019
Xiaolei Huang, Jonathan May, Nanyun Peng

* published at EMNLP 2019 
* 7 pages 

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Learn How to Cook a New Recipe in a New House: Using Map Familiarization, Curriculum Learning, and Common Sense to Learn Families of Text-Based Adventure Games


Aug 13, 2019
Xusen Yin, Jonathan May


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Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation


Jun 11, 2019
Nima Pourdamghani, Nada Aldarrab, Marjan Ghazvininejad, Kevin Knight, Jonathan May

* Accepted in ACL 2019 

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Comprehensible Context-driven Text Game Playing


Jun 02, 2019
Xusen Yin, Jonathan May

* IEEE Conference on Games 2019 Long Paper 

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A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages


Apr 10, 2019
Ronald Cardenas, Ying Lin, Heng Ji, Jonathan May

* NAACL-HLT 2019, 12 pages, code available at https://github.com/isi-nlp/universal-cipher-pos-tagging 

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Augmenting Statistical Machine Translation with Subword Translation of Out-of-Vocabulary Words


Aug 16, 2018
Nelson F. Liu, Jonathan May, Michael Pust, Kevin Knight

* 7 pages 

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Recurrent Neural Networks as Weighted Language Recognizers


Mar 04, 2018
Yining Chen, Sorcha Gilroy, Andreas Maletti, Jonathan May, Kevin Knight


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Transfer Learning for Low-Resource Neural Machine Translation


Apr 08, 2016
Barret Zoph, Deniz Yuret, Jonathan May, Kevin Knight

* 8 pages 

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Building a Fine-Grained Entity Typing System Overnight for a New X (X = Language, Domain, Genre)


Mar 10, 2016
Lifu Huang, Jonathan May, Xiaoman Pan, Heng Ji


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Using Syntax-Based Machine Translation to Parse English into Abstract Meaning Representation


Apr 28, 2015
Michael Pust, Ulf Hermjakob, Kevin Knight, Daniel Marcu, Jonathan May

* 10 pages, 8 figures 

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