Archive for 'NLP'
The paper that would not die
Sources of Success for Boosted Wrapper Induction Journal of Machine Learning Research, Volume 5 Written October 2001, published December 2004 Download PDF (29 pages) Download PPT (900KB; presentation at Stanford’s Seminar for Computational Learning and Adaptation) I co-wrote this paper during the first summer I started doing NLP research, but it didn’t see the light [...]
Posted: January 27th, 2007 under NLP, Papers and Talks.
Comments: 1
A nifty NLP paper that never made it
Conditional Estimation of HMMs for Information Extraction Submitted to ACL 2003 Sapporo, Japan July 2003 Download PDF (8 pages) Download PPT (500KB; presentation to NLP group, including work discussed in this paper) This is another paper I wrote that didn’t get accepted for publication. Like my character-level paper, it was interesting and useful but not well [...]
Posted: January 27th, 2007 under NLP, Papers and Talks.
Comments: none
Information Extraction for the Semantic Web
Finding Educational Resources on the Web: Exploiting Automatic Extraction of Metadata Workshop on Adaptive Text Extraction and Mining Cavtat-Dubrovnik, Croatia Sempetmber 22, 2003 Download PDF (4 pages) The Semantic Web is a great idea: expose all of the information on the web in a machine-readable format, and intelligent agents will the be able to read [...]
Posted: January 27th, 2007 under NLP, Papers and Talks.
Comments: none
My most famous NLP paper (CoNLL-03)
Named Entity Recognition with Character-Level Models HLT-NAACL CoNLL-03 Shared Task Edmonton, Canada June 1, 2003 Download PDF (4 pages) Download PPT (3.8MB; presentation at CoNLL-03) Every year that Conference on Computational Natural Language Learning (CoNLL) has a “shared task” where they define a specific problem to solve, provide a standard data set to train your [...]
Posted: January 27th, 2007 under NLP, Papers and Talks.
Comments: 1
My first NLP research paper
Classifying Unknown Proper Noun Phrases Without Context Technical Report dbpubs/2002-46 Stanford University April 9, 2002 Download PDF (9 pages) Download PPT (1.3MB; presentation of the paper to the NLP group) As I describe in my post about my master’s thesis, I started doing research in Natural Language Processing after Chris Manning, the professor that taught [...]
Posted: January 27th, 2007 under NLP, Papers and Talks.
Comments: 10
My Stanford Master’s Thesis
Categorization by Character-Level Models: Exploiting the Sound Symbolism of Proper Names Master’s thesis, Symbolic Systems Program, Stanford University Christopher D. Manning, Advisor June 11, 2003 Download PDF (52 pages) After four years as an undergraduate at Stanford, I wasn’t ready to leave yet. There were more classes I wanted to take, and I wanted to [...]
Posted: January 27th, 2007 under NLP, Papers and Talks.
Comments: 6