Latent Alignment and Variational Attention
Yuntian Deng*, Yoon Kim*, Justin Chiu, Demi Guo, Alexander M. Rush.
NIPS 2018
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Learning Neural Templates for Text Generation
Sam Wiseman, Alexander Rush.
EMNLP 2018
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Bottom-Up Abstractive Summarization
Sebastian Gehrmann, Yuntian Deng, Alexander Rush.
EMNLP 2018
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Training for Diversity in Image Paragraph Captioning
Luke Melas-Kyriazi, George Han, Alexander Rush.
EMNLP 2018 (Short)

Entity Tracking Improves Cloze-style Reading Comprehension
Luong Hoang, Sam Wiseman, Alexander Rush.
EMNLP 2018 (Short)

Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models
Hendrik Strobelt, Sebastian Gehrmann, Michael Behrisch, Adam Perer, Hanspeter Pfister, Alexander M. Rush.
VAST 2018, EMNLP-BlackBox 2018 (Best Paper - Honorable Mention)
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The Annotated Transformer
Alexander M. Rush.
ACL NLP-OSS 2018
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OpenNMT System Description for WNMT 2018: 800 words/sec on a single-core CPU
Jean Senellart, Dakun Zhang, Bo Wang, Guillaume Klein, J.P. Ramatchandirin, Josep Crego, Alexander M. Rush.
WNMT 2018 (First-Place CPU Speed/Memory)
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Semi-Amortized Variational Autoencoders
Yoon Kim, Sam Wiseman, Andrew C. Miller, David Sontag, Alexander M. Rush.
ICML 2018
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Compressing Deep Neural Networks with Probabilistic Data Structures
Brandon Reagen, Udit Gupta, Robert Adolf, Michael M. Mitzenmacher, Alexander M. Rush, Gu-Yeon Wei, David Brooks.
ICML 2018, SysML 2018
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Adapting Sequence Models for Sentence Correction
Allen Schmaltz, Yoon Kim, Alexander M. Rush, Stuart M. Shieber.
EMNLP 2017
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Challenges in Data-to-Document Generation
Sam Wiseman, Stuart M Shieber Alexander M. Rush.
EMNLP 2017
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Adversarially Regularized Autoencoders
Junbo Zhao, Yoon Kim, Kelly Zhang, Alexander M. Rush, Yann LeCun.
ICLM 2018, NIPS 2017 Workshop
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OpenNMT: Open-Source Toolkit for Neural Machine Translation
Guillaume Klein, Yoon Kim, Yuntian Deng, Jean Senellart, Alexander M. Rush.
ACL Demo 2017 (Best Demo Runner-up)
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Dilated Convolutions for Modeling Long-Distance Genomic Dependencies
Ankit Gupta, Alexander M. Rush.
ICML CompBio 2017 (Best Poster)
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Image-to-Markup Generation with Coarse-to-Fine Attention
Yuntian Deng, Anssi Kanervisto, Jeffrey Ling, and Alexander M. Rush.
ICML 2017
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LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks
Hendrik Strobelt, Sebastian Gehrmann, Hanspeter Pfister, and Alexander M. Rush.
InfoVis 2017
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Structured Attention Networks
Yoon Kim, Carl Denton, Luong Hoang, and Alexander M. Rush.
ICLR 2017
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Lie-Access Neural Turing Machines
Greg Yang and Alexander M. Rush.
ICLR 2017
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Sequence-Level Knowledge Distillation
Yoon Kim and Alexander M. Rush.
EMNLP 2016
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Sequence-to-Sequence Learning as Beam-Search Opimization
Sam Wiseman and Alexander M. Rush.
EMNLP 2016 (Best Paper Runner-Up)
pdf slides
An Embedding Model for Predicting Roll-Call Votes
Peter Kraft, Hirsh Jain, and Alexander M. Rush.
Proceedings of EMNLP 2016
pdf slides
Word Ordering Without Syntax
Allen Schmaltz, Alexander M. Rush, and Stuart M. Shieber.
EMNLP 2016
pdf slides code
Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction
Allen Schmaltz, Yoon Kim, Alexander M. Rush, and Stuart M. Shieber.
Workshop Submission for AESW 2016 (Top Performing System)
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Learning Global Features for Coreference Resolution
Sam Wiseman, Alexander M. Rush, and Stuart M. Shieber.
NAACL 2016
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Abstractive Sentence Summarization with Attentive Recurrent Neural Networks
Sumit Chopra, Michael Auli, and Alexander M. Rush.
NAACL 2016
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Character-Aware Neural Language Models
Yoon Kim, Yacine Jernite, David Sontag, and Alexander M. Rush.
AAAI 2016
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A Neural Attention Model for Abstractive Sentence Summarization
Alexander M. Rush, Sumit Chopra, and Jason Weston.
EMNLP 2015.
pdf slides code
Towards AI-Complete Question Answering A Set of Prerequisite Toy Tasks
Jason Weston, Antoine Bordes, Sumit Chopra, Tomas Mikolov, and Alexander M. Rush.
Arxiv Preprint
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Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution
Sam Wiseman, Alexander M. Rush, Jason Weston, and Stuart M. Shieber.
ACL 2015.
pdf slides code
A Fast Variational Approach for Learning Markov Random Field Language Models
Yacine Jernite, Alexander M. Rush, and David Sontag.
ICML 2015.
pdf slides code
Transforming Dependencies into Phrase Structures
Lingpeng Kong, Alexander M. Rush, and Noah A. Smith.
NAACL 2015.
pdf slides code