Last Modified: April 8, 2018
Language Information Processing, Adv. (2018)
Mon. 13:00-14:30, Research Bldg. No.7, Lecture Room 1
Reference:
1. Christopher D. Manning, Hinrich Schutze:
Foundations of Statistical Natural Language Processing, MIT Press (1999).
2. Christopher D. Manning, Prabhakar Raghavan, Hinrich Schutze:
Introduction to Information Retrieval, Cambridge University Press (2008).
3. Philipp Koehn: Statistical Machine Translation, Cambridge University Press (2009).
4. Daniel Jurafsky and James H. Martin:
Speech and Language Processing, Pearson International Edition (2009).
Lecture Plan
- 4/ 9 Overview of Natural Language Processing (slides)
- 4/16 Formal Language Theory (slides)
- 4/23 Word Sense Disambiguation
- 5/ 7 Topic Model
- 5/14 Language Model
- 5/21 Statistical Input Method
- 5/28 Markov Model, POS tagger and Morphological Analyzer
- 6/ 4 Machine Learning Applied to Sequence Labeling
- 6/11 Parsing I
- 6/20 Parsing II
- 6/25 Knowledge Acquisition for NLP
- 7/ 2 Information Retrieval
- 7/ 9 Machine Translation
- 7/17 Dialogue System
kuro@i.kyoto-u.ac.jp