Publications
|
Neural Linguistic Steganography
Zachary M. Ziegler*, Yuntian Deng*, Alexander M. Rush. EMNLP 2019 pdf slides code |
|
Unsupervised Recurrent Neural Network Grammars
Yoon Kim, Alexander M. Rush, Lei Yu, Adhiguna Kuncoro, Chris Dyer, Gábor Melis. NAACL 2019 pdf code |
|
Avoiding Latent Variable Collapse With Generative Skip Models
Adji B. Dieng, Yoon Kim, Alexander M. Rush, David M. Blei. AISTATS 2019 |
|
Tensor Variable Elimination for Plated Factor Graphs
Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Justin Chiu, Neeraj Pradhan, Alexander Rush, Noah Goodman. ICML 2019 pdf code |
|
Latent Normalizing Flows for Discrete Sequences
Zachary M. Ziegler, Alexander M. Rush. ICML 2019 pdf code |
|
Deep Latent-Variable Models for Natural Language
Yoon Kim, Sam Wiseman, Alexander M. Rush. EMNLP 2018 (Tutorial) pdf code |
|
End-to-End Content and Plan Selection for Data-to-Text Generation
Sebastian Gehrmann, Falcon Z. Dai, Henry Elder, Alexander M. Rush. INLG 2018 pdf code |
|
Latent Alignment and Variational Attention
Yuntian Deng*, Yoon Kim*, Justin Chiu, Demi Guo, Alexander M. Rush. NIPS 2018 pdf code |
|
Learning Neural Templates for Text Generation
Sam Wiseman, Stuart M. Shieber, Alexander Rush. EMNLP 2018 pdf code |
|
Bottom-Up Abstractive Summarization
Sebastian Gehrmann, Yuntian Deng, Alexander Rush. EMNLP 2018 |
|
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) pdf code |
|
The Annotated Transformer
Alexander M. Rush. ACL NLP-OSS 2018 pdf code |
|
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) |
|
Semi-Amortized Variational Autoencoders
Yoon Kim, Sam Wiseman, Andrew C. Miller, David Sontag, Alexander M. Rush. ICML 2018 pdf code |
|
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 |
|
Adapting Sequence Models for Sentence Correction
Allen Schmaltz, Yoon Kim, Alexander M. Rush, Stuart M. Shieber. EMNLP 2017 |
|
Challenges in Data-to-Document Generation
Sam Wiseman, Stuart M Shieber Alexander M. Rush. EMNLP 2017 pdf slides code |
|
Adversarially Regularized Autoencoders
Junbo Zhao, Yoon Kim, Kelly Zhang, Alexander M. Rush, Yann LeCun. ICML 2018, NIPS 2017 Workshop pdf code |
|
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) |
|
Dilated Convolutions for Modeling Long-Distance Genomic Dependencies
Ankit Gupta, Alexander M. Rush. ICML CompBio 2017 (Best Poster) |
|
|
Image-to-Markup Generation with Coarse-to-Fine Attention
Yuntian Deng, Anssi Kanervisto, Jeffrey Ling, and Alexander M. Rush. ICML 2017 pdf slides code |
|
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 pdf code |
|
Structured Attention Networks
Yoon Kim, Carl Denton, Luong Hoang, and Alexander M. Rush. ICLR 2017 pdf slides code |
|
Lie-Access Neural Turing Machines
Greg Yang and Alexander M. Rush. ICLR 2017 pdf code |
|
Sequence-Level Knowledge Distillation
Yoon Kim and Alexander M. Rush. EMNLP 2016 pdf slides code |
|
Sequence-to-Sequence Learning as Beam-Search Optimization
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) pdf slides |
|
Learning Global Features for Coreference Resolution
Sam Wiseman, Alexander M. Rush, and Stuart M. Shieber. NAACL 2016 pdf code |
|
Abstractive Sentence Summarization with Attentive Recurrent Neural Networks
Sumit Chopra, Michael Auli, and Alexander M. Rush. NAACL 2016 pdf code |
|
Character-Aware Neural Language Models
Yoon Kim, Yacine Jernite, David Sontag, and Alexander M. Rush. AAAI 2016 pdf slides code |
|
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 |
|
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 |