oscar3
高级会员
corpus4u曾经介绍过国内翻译出版的《统计自然语言处理基础》，这里给大家提供一个从互联网搜索到的英文版本Foundations of Statistical Natural Language Processing，没有作比较，不知道内容是否有重叠的地方。
TABLE OF CONTENTS
LIST OF TABLES
LIST OF FIGURES
TABLE OF NOTATIONS
PREFACE
ROAD MAP
I PRELIMINARIES
1 INTRODUCTION
2 MATHEMATICAL FOUNDATIONS
3 LINGUISTICS ESSENTIALS
4 CORPUS-BASED WORK
II WORDS
5 COLLOCATIONS
6 STATISTICAL INFERENCE: N-GRAM MODELS OVER SPARSE DATA
7 WORD SENSE DISAMBIGUATION
8 LEXICAL ACQUISITION
III GRAMMAR
9 MARKOV MODELS
10 PART-OF-SPEECH TAGGING
11 PROBABILISTIC CONTEXT FREE GRAMMARS
12 PROBABILISTIC PARSING
IV APPLICATIONS AND TECHNIQUES
13 STATISTICAL ALIGNMENT AND MACHINE TRANSLATION
14 CLUSTERING
15 TOPICS IN INFORMATION RETRIEVAL
OPTIONS
RELATED TOPICS
Computing
Linguistics, Language
16 TEXT CATEGORIZATION
TINY STATISTICAL TABLES
BIBLIOGRAPHY
INDEX
......可惜文件太大，上传受限，有需要者可以给oscar3@163.com 发邮件
TABLE OF CONTENTS
LIST OF TABLES
LIST OF FIGURES
TABLE OF NOTATIONS
PREFACE
ROAD MAP
I PRELIMINARIES
1 INTRODUCTION
2 MATHEMATICAL FOUNDATIONS
3 LINGUISTICS ESSENTIALS
4 CORPUS-BASED WORK
II WORDS
5 COLLOCATIONS
6 STATISTICAL INFERENCE: N-GRAM MODELS OVER SPARSE DATA
7 WORD SENSE DISAMBIGUATION
8 LEXICAL ACQUISITION
III GRAMMAR
9 MARKOV MODELS
10 PART-OF-SPEECH TAGGING
11 PROBABILISTIC CONTEXT FREE GRAMMARS
12 PROBABILISTIC PARSING
IV APPLICATIONS AND TECHNIQUES
13 STATISTICAL ALIGNMENT AND MACHINE TRANSLATION
14 CLUSTERING
15 TOPICS IN INFORMATION RETRIEVAL
OPTIONS
RELATED TOPICS
Computing
Linguistics, Language
16 TEXT CATEGORIZATION
TINY STATISTICAL TABLES
BIBLIOGRAPHY
INDEX
......可惜文件太大，上传受限，有需要者可以给oscar3@163.com 发邮件
[本贴已被 xujiajin 于 2006年01月20日 10时57分21秒 编辑过]
