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