CS5740 SP18
Time: TuThu, 10:55am-12:10pm
Room: Bloomberg 161
Class listing: CS5740
Instructor: Yoav Artzi
Office hours: Tuesday, 4:30pm-5:30pm
Location: Bloomberg 371
Teaching assistant: Alane Suhr
Office hours: Friday, 11am-12pm
Location: Bloomberg 256
CMS | Piazza
References
- Recommended: Michael Collins, Notes on Statistical NLP (on Michael’s website)
- Recommended: D. Jurafsky & James H. Martin, Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition, Prentice Hall, Second Edition, 2009. (J&M)
- Recommended: Y. Goldberg, Neural Network Methods in Natural Language Processing, 2017. (available online within Cornell)
- Optional: C.D. Manning & H. Schuetze, Foundations of Statistical Natural Language Processing, Cambridge: MIT Press, 1999. (M&S) (available online, free within the Cornell network)
- Optional: P. Koehn, Neural Machine Translation (book chapter draft)
- Ian Goodfellow, Yoshua Bengio, and Aaron Courville, Deep Learning, 2016.
- Emily Bender, Linguistics Fundamental for Natural Language Processing, Morgan & Claypool, 2013.
- Noah Smith, Linguistic Structure Prediction, Mogran & Claypool, 2011. (available online)