Instructors: Prof. Ido Dagan and Dr. Yoav Goldberg
Emails: dagan,yogo / cs.biu.ac.il
Offices: Building 216
Office Hours: By email appointment
Managed via Piazza.
Assignment 1, deadline Sunday, 18 Dec. 2016. Submit by email to Yoav Goldberg. See instructions in the assignment description.
Assignment 2, deadline Sunday, 1 Jan. 2017. Submit by email to Yoav Goldberg. See instructions in the assignment description.
Assignment 3, deadline Friday, 20 Jan. 2017. Submit by email to Ido Dagan. See instructions in the assignment description.
Note: the link for the data file description format is: https://depparse.uvt.nl/DataFormat.html
Assignment 4, deadline: last day of exams period.
Students who do not take the Machine Learning course should read the first 3 chapters of the following Book.
You are encouraged to read chapters 4 and 5 also (as well as the rest of the book, but this is not needed for our class).
Intro to Natural Language Processing, and discussion of the sentence-boundary detection task. slides | sentence boundary example 1 | example 2
Optional reading: Gillick 2009
PP Attachment and simple probabilistic modeling slides, data.
python example .html .ipynb
Parts of speech slides
Part of speech tagging with HMMs slides
Discriminative Training, more on Part of Speech Tagging slides
Sequence Segmentation. slides
Syntax, PCFG, CKY. slides
Distributional Similarity. slides
More Distributional Similarity (embeddings). slides
Relation Extraction. slides
More Parsing (heads, lexicalization, annotation, reranking). slides
Dependecny Parsing. slides
Unsupervised Learning and LDA. slides
Coreference Resolution. slides