Reading Group

Mondays 3:30 - 4:30 pm
Location 620, CEPSR


Possible topics for discussion:
Question-Answering (general topics plus TREC systems)
Statistical  vs. knowledge-based approach
Automatically extracting lexical semantic information from text
Unsupervised grammar induction
Parsing/extracting discourse relations from text
Summarization

Fall 2002 reading group


Date Paper
Presenter
February 24
  Unsupervised Word Sense Disambiguation Rivaling Supervised Methods
 David Yarowsky, ACL95
 
  Combining Labeled and Unlabeled Data with Co-Training
 Avrim Blum and Tom Mitchell, COLT98
 
  Bootstrapping
 Steven Abney, ACL02
 
John Chen
March 31
Finding Parts in Very Large Corpora
M. Berland, E. Charniak,  ACL 1999

Automatic Acquisition of Hyponyms from Large Text Corpora
M. Hearst, ICCL 1992.
Peter Davis
April 14
Experiments with a New Boosting Algorithm
Yoav Freund, Robert E. Schapire, ICML 1996

Boosted Wrapper Induction
Dayne Freitag, Nicholas Kushmerick
AAAI/IAAI 2000
Eugene Agichtein
April 28
Exploiting String Syntactic Heuristics and Co-Training to learn Semantic Lexicons
William Phillips and Ellen Riloff, EMNLP 2002
 
A Bootstrapping Method for Learning Semantic Lexicons using Extraction Pattern Contexts
Michael Thelen and Ellen Riloff, EMNLP 2002
Roy J. Byrd


contact:
Elena Filatova filatova  []  cs.columbia.edu