[Coursera] Natural Language Processing
Michael Collins (Columbia University)

coursera-nlp (129 files)
Type: Course
Tags:

Bibtex:
@article{,
title= {[Coursera] Natural Language Processing},
keywords= {},
journal= {},
author= {Michael Collins (Columbia University)},
year= {},
url= {},
license= {},
abstract= {Course Description:

COMS W4705 is a graduate introduction to natural language processing, the study of human language from a computational perspective. We will cover syntactic, semantic and discourse processing models. The emphasis will be on machine learning or corpus-based methods and algorithms. We will describe the use of these methods and models in applications including syntactic parsing, information extraction, statistical machine translation, dialogue systems, and summarization.



Syllabus:

Here is a tentative syllabus for class:
Introduction
Estimation techniques, and language modeling
Tagging, hidden Markov models
Statistical parsing
Machine translation
Log-linear models
Conditional random fields, global linear models
Unsupervised and semi-supervised learning in NLP},
superseded= {},
terms= {}
}

10 day statistics (18 downloads)

Average Time 2 hrs, 52 mins, 34 secs
Average Speed 116.32kB/s
Best Time 3 mins, 20 secs
Best Speed 6.02MB/s
Worst Time 10 hrs, 19 mins, 06 secs
Worst Speed 32.42kB/s
Report