Lectures on Information Extraction

Last Update: 17/01/2005

Main Lectures

Topic  Lecture Slides See Also

Information Extraction
I

Introduction to IE

PPT

bullet Gaizauskas & Wilks, IE - Beyond Document Retrieval, CS-97-10, Dept CS, University of Sheffield, (PDF)
bullet D. Appelt & D. Israel, Introduction to IE Technology, IJCAI-99 Tutorial (1999) (PDF)
bullet Cunningham (1999), Information Extraction, a User Guide [PS]

Information Extraction
II

Named Entity Extraction

PPT
bullet Bikel et. al. 1999. An algorithm that learns what's in a name (PDF)
bullet MUC6 Home Page : gives full details of NE task recognition
bullet Mikheev et al, 1999, Named Entity Recognition without Gazetteers, (PDF)
bullet Mikheev et al, 1998, Description of the LTG System used for MUC7, (PDF)

Information Extraction III


Coreference

 

PPT

 
bullet Fisher et al, 1998, Description of the UMASS System used for MUC6, (PDF)

Lectures of Indirect Interest

Information Retrieval PostScript
bullet Jurafsky & Martin ch 17.3
Unix Tools for Empirical CL PostScript
bullet Unix for Poets - Ken Church