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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Interpreting, Training, and Distilling Seq2Seq Models
Alexander Rush.
Recent Overview Talk
slides
What You Get Is What You See: A Visual Markup Decompiler
Yuntian Deng, Anssi Kanervisto, and Alexander M. Rush.
Arxiv Pre-print
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Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks
Hendrik Strobelt, Sebastian Gehrmann, Bernd Huber, Hanspeter Pfister, and Alexander M. Rush.
Arxiv Pre-print
pdf code
Sequence-Level Knowledge Distillation
Yoon Kim and Alexander M. Rush.
Proceedings of EMNLP 2016
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Sequence-to-Sequence Learning as Beam-Search Opimization
Sam Wiseman and Alexander M. Rush.
Proceedings of EMNLP 2016
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.
Proceedings of EMNLP 2016
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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.
Proceedings of NAACL 2016
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Abstractive Sentence Summarization with Attentive Recurrent Neural Networks
Sumit Chopra, Michael Auli, and Alexander M. Rush.
Proceedings of NAACL 2016
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Character-Aware Neural Language Models
Yoon Kim, Yacine Jernite, David Sontag, and Alexander M. Rush.
Proceedings of AAAI 2016
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A Neural Attention Model for Abstractive Sentence Summarization
Alexander M. Rush, Sumit Chopra, and Jason Weston.
Proceedings of EMNLP 2015.
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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
pdf
Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution
Sam Wiseman, Alexander M. Rush, Jason Weston, and Stuart M. Shieber.
Proceedings of ACL 2015.
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A Fast Variational Approach for Learning Markov Random Field Language Models
Yacine Jernite, Alexander M. Rush, and David Sontag.
Proceedings of ICML 2015.
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Transforming Dependencies into Phrase Structures
Lingpeng Kong, Alexander M. Rush, and Noah A. Smith.
Proceedings of NAACL 2015.
pdf slides code