Unsupervised Recurrent Neural Network Grammars
Yoon Kim, Alexander M. Rush, Lei Yu, Adhiguna Kuncoro, Chris Dyer, Gábor Melis.
github
Learning Neural Templates for Text Generation
Sam Wiseman, Stuart M. Shieber, Alexander M. Rush.
github
Tensor Considered Harmful
Alexander M. Rush.
github
Giant Language model Test Room
Hendrik Strobelt, Sebastian Gehrmann, Alexander M. Rush.
github
Tensor Variable Elimination for Plated Factor Graphs
Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Justin Chiu, Neeraj Pradhan, Alexander M. Rush, Noah Goodman.
github
Latent Normalizing Flows for Discrete Sequences
Zachary M. Ziegler, Alexander M. Rush.
github
Deep Latent-Variable Models for Natural Language
Yoon Kim, Sam Wiseman, Alexander M. Rush.
github
End-to-End Content and Plan Selection for Data-to-Text Generation
Sebastian Gehrmann, Falcon Z. Dai, Henry Elder, Alexander M. Rush.
github
Variational Attention
Yuntian Deng*, Yoon Kim*, Justin Chiu, Demi Guo, Alexander M. Rush.
github
Seq2Seq Vis
Hendrik Strobelt and Sebastian Gehrmann.
github
OpenNMT
HarvardNLP + Systran.
github data
The Annotated Transformer
Alexander Rush.
github
LSTMVis
Hendrik Strobelt and Sebastian Gehrmann.
github models
Sequence-to-Sequence with Attention
Yoon Kim.
github data models
CNN for Text Clasification
Jeffrey Ling (based on code by Yoon Kim).
github
Im2Markup
Yuntian Deng.
github data
ABS: Abstractive Summarization
Alexander Rush.
github data
LSTM Character-Aware Language Model
Yoon Kim.
github data
Neural Coreference Resolution
Sam Wiseman.
github
PAD: Phrase-structure After Dependencies
Alexander Rush and Lingpeng Kong.
github
Android Translation
Alexander Rush and Yoon Kim.
github models

Tutorials

If you are new to learning Torch we have a set of tutorial prepared as part of CS287 a graduate class on ML in NLP. These notebooks, prepared by Sam Wiseman and Saketh Rama, assume basic familiarity with the core aspects of Torch, and move quickly to advanced topics such memory usage, the details of the nn module, and recurrent neural networks.

General Torch Notes
Torch nn module Notes
Torch rnn Notes
Torch and Dynamic Programming