NLP领域经典综述

Most of them could be accessed from the homepages of their authors.

Chinese Word Segmentaion
张开旭同学整理的文献列表：http://nlp.csai.tsinghua.edu.cn/~zkx/cws/bib.html

Information Extraction
(2008) Sunita Sarawagi. Information extraction. Foundations and Trends in Databases.

Language Model
(2000) Rosenfeld, R. Two decades of statistical language modeling: where do we go from here?. Proc. IEEE.
(2009) Chengxiang Zhai. Statistical Language Models For information Retrieval. Lecture Notes.

Parsing
(2009) Sandra Kubler, Ryan McDonald, Joakim Nivre. Dependency Parsing. Synthesis Lectures on Human Language Technologies.

Sentiment Analysis and Opinion Mining
(2008) Bo Pang and Lillian Lee. Opinion mining and sentiment analysis. Foundations and Trends in Information Retrieval .

Word Sense Disambiguation
(2009) Navigli, R. Word sense disambiguation: A survey. ACM Computing Surveys.

Topic Models
 Topic modeling bibliography http://www.cs.princeton.edu/~mimno/topics.html