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The Unstoppable Rise of Computational Linguistics in Deep Learning

Jun 11, 2020
James Henderson

* 13 pages. Accepted for publication at ACL 2020, in the theme track 

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Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement

Mar 29, 2020
Alireza Mohammadshahi, James Henderson


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Graph-to-Graph Transformer for Transition-based Dependency Parsing

Nov 08, 2019
Alireza Mohammadshahi, James Henderson

* 17 pages, 5 figures 

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Simple but effective techniques to reduce biases

Sep 25, 2019
Rabeeh Karimi Mahabadi, James Henderson


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simple but effective techniques to reduce biases

Sep 13, 2019
Rabeeh Karimi Mahabadi, James Henderson


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Partially-supervised Mention Detection

Aug 26, 2019
Lesly Miculicich, James Henderson


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Regularization Advantages of Multilingual Neural Language Models for Low Resource Domains

May 29, 2019
Navid Rekabsaz, Nikolaos Pappas, James Henderson, Banriskhem K. Khonglah, Srikanth Madikeri


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Deep Residual Output Layers for Neural Language Generation

May 22, 2019
Nikolaos Pappas, James Henderson

* To appear in ICML 2019 

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Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings

Apr 20, 2019
Haozhou Wang, James Henderson, Paola Merlo

* 11 pages, 4 figures 

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Document-Level Neural Machine Translation with Hierarchical Attention Networks

Oct 01, 2018
Lesly Miculicich, Dhananjay Ram, Nikolaos Pappas, James Henderson

* EMNLP 2018 

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Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Machine Translation

Aug 31, 2018
Nikolaos Pappas, Lesly Miculicich Werlen, James Henderson

* To appear at WMT 2018 

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Joint Input-Label Embedding for Neural Text Classification

Jun 20, 2018
Nikolaos Pappas, James Henderson

* Under revision 

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Learning Word Embeddings for Hyponymy with Entailment-Based Distributional Semantics

Oct 06, 2017
James Henderson

* 8 pages, 2 figures 

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Bag-of-Vector Embeddings of Dependency Graphs for Semantic Induction

Sep 30, 2017
Diana Nicoleta Popa, James Henderson

* 10 pages, 2 figures 

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A Vector Space for Distributional Semantics for Entailment

Jul 13, 2016
James Henderson, Diana Nicoleta Popa

* To appear in Proc. 54th Annual Meeting of the Association Computational Linguistics (ACL 2016) 

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A Bayesian Model of Multilingual Unsupervised Semantic Role Induction

Mar 04, 2016
Nikhil Garg, James Henderson


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Efficient Computation of Mean Truncated Hitting Times on Very Large Graphs

Apr 16, 2013
Joel Lang, James Henderson


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