Computational Linguistics & Natural Language Processing books v1

My CL/NLP library is rather small and messy at the moment, but hopefully may be of help to some. Some full books (Sells, Mitchell, Lambalgen & Hamm), some semi-complete books/drafts (Baayen, Johnson, Jurafsky & Martin) and a bunch of relevant articles and such.



Possibly I'll upload a new version in future when I have more relevant pdf's.



http://thepiratebay.org/torrent/4501119/Massive_Linguistics_Compilation looks very good too, btw.







======CONTENTS:======



Leipzig Glossing Rules

Paul Graham - on lisp



./Jurafsky Martin - Speech and Language Processing draft:

1 - 1st ed

1

10

11

12

16

19

20

23

24

3

4

5

6

7

8

9

Speech and Language Processing (2nd Ed.): Updates.html

slp - errata.html



./Machine Learning Unsupervised parsing and MT:

Mitchell - Machine Learning (McGraw Hill, 1997, full book)

Bod - AllSubtreesApproach to Unsupervised Parsing

Bod - U-DOP

Carroll Charniak - DependencyGrammar

Goodman - efficient parsing of DOP

Hearne - DOP thesis, goodman-reductions

Klein - thesis Unsupervised Learning

Klein and Manning - factored syntactic induction

Klein and Manning - generative induction

Och, Ney - Comparison MT alignment

Pereira and Schabes - Inside - Outside

Prescher - Expectation Maximation tutorial

Way - LFG DOP

brown - statistical MT (IBM)

brown1990sam

brown1993msm

hearne2008ccd

koehn2003spb

lari, young - insideoutsidealgorithm

riezler, maxwell 2006 grammatical machine translation



./McEnery Xiao Tono - Corpus Based Language Studies: (first third of the book)

Help or help to - what do corpora have to say?

Unit 1 Corpus linguistics - the basics

Unit 10 Corpora and language studies pt1 3

Unit 10 Corpora and language studies pt2 3

Unit 10 Corpora and language studies pt3 3

Unit 2 Representativeness, balance and sampling

Unit 3 Corpus markup

Unit 4 Corpus annotation

Unit 5 Multilingual corpora

Unit 6 Making statistical claims

Unit 8 Going solo - DIY corpora

Unit 9 posting The copyright issue in corpus building.mht

cbls bib

contents

unit 7 extended Well - known and influential corpora.mht



./Psycholinguistics:

Trueswell et al - Kindergarten Path



./Semantics:

Ide, Nancy & Yorick Wilks - Making Sense about Sense (WSDbook chapter)

Lakoff - 1987 - Women - Fire - and - Dangerous - Things

Lambalgen, Hamm - Proper Treatment of Events (full book)



./Statistics:

Baayen 2008 - analyzing linguistic data with R (draft)



./Statistics/johnson 2008 - quantitative methods in linguistics:

1fundamentals

2patterns

3phonetics

4psycholinguistics

5sociolinguistics

6historical

7syntax

A R getting started

frontmatter

references



./Syntactic theory:

Bod, R - ch.3 Prob grammars

Bresnan, Mchombo - Lexical Integrity

Dalrymple - LFG

Dalrymple - LFG encyclopedia entry

Goldberg - CG

Joshi - TAG

Kaplan, Maxwell - grammar writers workbench lfg manual

Levine, Meurers - HPSG encyclopedia entry

Pullum, Scholz - Model Theoretic syntax

Pullum, Zwicky - Cliticization Inflection

Sag, Manning - ARGST vs SEM

Sells, P - Lectures On Contemporary Syntactic Theories (An Introduction To Government-Binding Theory, Generalized Phrase Structure Grammar, And Lexical-Functional Grammar, full book)

Austin - LFG intro