Syllabus
- Yoav Goldberg (2017), Neural Network Methods for Natural Language Processing, Morgan & Claypool Publishers. (This book is available for on-line access through the Department Library). Chapters 1–17, and Sections 19.1 and 19.2.
- Jurafsky & Martin (2018), Speech and Language Processing, 3ed, Chapters 6 and 7.
- Rong (2014), Word2vec parameter learning explained
- Zhang & Wallace (2017), A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification, IJCNLP, (PDF)
- Federico Fancellu, Lopez, Adam, and Webber, Bonnie. (2016). Neural Networks for Negation Scope Detection. Sections 1–4.
- Emanuele Lapponi, Oepen, Stephan, and ?vrelid, Lilja. (2017). EPE 2017: The Sherlock Negation Resolution Downstream Application. Sections 1–4. In Proceedings of the 2017 Shared Task on Extrinsic Parser Evaluation
Published Aug. 13, 2018 3:03 PM
- Last modified Nov. 20, 2018 3:25 PM