NLP Resource Collation

1. Google's research blog summarizes their 2011 years of wonderful paper "Excellent Papers for 2011", including social networks, machine learning, human-computer interaction, information retrieval, natural language processing, multimedia, systems and other fields, a wonderful collection of papers. Http://googleresearch.blogspot.com/2012/03/excellent-papers-for-2011.html

or Zibuyu's blog http://blog.sina.com.cn/s/blog_574a437f0100y6zy.html

2. Best Paper Awards for Aaai,acl, CHI, cikm, FOCS, ICML, Ijcai, KDD, OSDI, Sigir, Sigmod, Sosp, Stoc, Uist,vldb, WW W http://jeffhuang.com/best_paper_awards.html

3. IBM R/R Journal has just released a special edition of Watson, "This is Watson". A total of 17 articles. http://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=6177717&punumber=5288520

4. A thematic resource maintained by Web Data Mining author Liu Bing: Opinion mining,sentiment analysis, and Opinion Spam Detection. Http://www.cs.uic.edu/~liub/FBS/sentiment-analysis.html

5. Statistical machine translation http://www.statmt.org/

Statistical machine translationtutorial Reading http://cseweb.ucsd.edu/~dkauchak/mt-tutorial/

Philipp Koehn Home http://homepages.inf.ed.ac.uk/pkoehn/

6. Profile Hidden Markov Model Resources http://webdocs.cs.ualberta.ca/~colinc/cmput606/

Hidden Markov Model (HMM) Toolbox Formatlab http://www.cs.ubc.ca/~murphyk/Software/HMM/hmm.html

7. CRF http://www.inference.phy.cam.ac.uk/hmw26/crf/

Conditional Random Field (CRF) Toolbox for Matlab http://www.cs.ubc.ca/~murphyk/Software/CRF/crf.html

Flexcrfs:flexible Conditional randomfieldshttp://flexcrfs.sourceforge.net/

8. Transfer learning contains papers, talks, software, etc. http://www.cse.ust.hk/TL/index.html

9. Topic Model,topic Modeling Bibliography http://www.cs.princeton.edu/~mimno/topics.html

David M. Blei's homepage http://www.cs.princeton.edu/~blei/publications.html Matlab Topic Modeling Toolbox 1.4/HTTP Psiexp.ss.uci.edu/research/programs_data/toolbox.htm

LDA GIBBS Java source http://arbylon.net/resources.html

gibbslda++: A/C + + implementation of latent Dirichlet Allocation http://gibbslda.sourceforge.net/

10. Science Network-Progressive reading of recommended systems (from getting started to mastering)-Zhang Ziko's blog http://blog.sciencenet.cn/home.php?mod=space&uid=210641&do=blog& id=508634

One. Introduction to SVM http://www.blogjava.net/zhenandaci/archive/2009/02/13/254519.html

12. NLP Resource http://www-nlp.stanford.edu/links/statnlp.html at Stanford University's Natural Language Processing laboratory

Stanford University informationretrieval Resources http://nlp.stanford.edu/IR-book/information-retrieval.html

Software Tools for NLP http://www-a2k.is.tokushima-u.ac.jp/member/kita/NLP/nlp_tools.html

Lab Home

1. The Stanford NLP Group http://nlp.stanford.edu

2. The Berkeley Natural languageprocessing Group http://nlp.cs.berkeley.edu

3. University of Tokyo Tsujiilaboratory http://www.nactem.ac.uk/tsujii/publications.cgi?lang=en

4. Korea University NLP http://nlp.korea.ac.kr/http://nlp.korea.ac.kr/new/

5. Natural Language Processing research Group http://nlp.ict.ac.cn/new/, Institute of Computing Technology, CAS

6. http://nlp.csai.tsinghua.edu.cn/site2/Natural Language Processing group, Tsinghua University

7. Hit-scir http://ir.hit.edu.cn/

8. http://nlp.suda.edu.cn/Laboratory of Natural Language processing, Soochow University

Personal Homepage

1. David M. Blei, (Princeton) lda,http://www.cs.princeton.edu/~blei/publications.html

2. Noah Smith, (CMU), studied computationalsocial science on the basis of natural language processing and machine learning. http://www.cs.cmu.edu/~nasmith/

3. Philipp Koehn (University Ofedinburgh) http://homepages.inf.ed.ac.uk/pkoehn/

4. Dekang Lin (University ofalberta) http://webdocs.cs.ualberta.ca/~lindek/

5. Michael Collins (columbiauniversity) http://www.cs.columbia.edu/~mcollins/

6. Dekai WU (HKUST) http://www.cs.ust.hk/~dekai/

7. Pascale Fung (HKUST) http://www.ee.ust.hk/~pascale/

8. Alessandro Moschitti (universityof Trento) http://disi.unitn.it/moschitti/

9. Xiaojin (Jerry) Zhu (universityof Wisconsin-madison) http://pages.cs.wisc.edu/~jerryzhu/

Eugene Charniak (brownuniversity) http://www.cs.brown.edu/~ec/

NLP Resource Consolidation (RPM)