Research papers

ACL anthology

Required textbook

Goldberg (2017) Neural Network Methods for Natural Language processing (you can get the PDF for free through the University)

Recommended books

Jurafsky and Martin (to appear) Speech and Language Processing (3rd ed. draft)
Goodfellow, Bengio and Courville (2016) Deep Learning
Noah Smith (2011) Linguistic structure prediction
Manning and Schütze (1999), Foundations of Statistical Natural Language Processing

Blue Waters