Table of Contents
Information Extraction
Overviews
Papers
Courses
People
Related Pages
Information Extraction
Overviews
Introduction:
Eisenstein p. 403
Sarawagi 2008 - Information Extraction
Old but good introduction
Grishman 2015 - Information Extraction
Mannai et al 2017 - Information Extraction Approaches: A Survey (Springer link)
Golshan et al 2018 - A Study of Recent Contributions on Information Extraction
(Not so great overview)
Singh 2018 - Natural Language Processing for Information Extraction
Best overview
Weischedel & Boschee 2018 - What Can Be Accomplished with the State of the Art in Information Extraction? A Personal View
Grishman 2019 - Twenty-five years of information extraction
Miscellaneous Overviews
Niklaus et al 2018 - A Survey on Open Information Extraction
Martinez-Rodriguez et al 2016 - Information Extraction meets the Semantic Web: A Survey
Nasar et al 2018 - Information Extraction From Scientific Articles: A Survey
Verma & Bhattacharyya - Survey on Coreference Resolution, Relation and Event Extraction (unpublished?)
Ward et al 2020 - Survey of Current State of the Art Entity-Relation Extraction Tools
Papers
Zhang et al 2020 - TRIE: End-to-End Text Reading and Information Extraction for Document Understanding
Courses
https://www.cis.uni-muenchen.de/~fraser/information_extraction_2017_lecture/
or
https://www.cis.uni-muenchen.de/~fraser/information_extraction_2017_seminar/
People
Ralph Grishman
Related Pages
Entity Linking
Event Extraction
Knowledge Graphs
Named Entity Recognition
Ontology Learning
Relation Extraction
Temporal Information Extraction