Unsupervised Information Extraction

Unsupervised Information Extraction is an information extraction paradigm that operates without labeled training data, distinguishing itself by automatically identifying and extracting structured knowledge from unannotated text through inherent data patterns and statistical regularities.

202

Publications

11.6K

Citations

580

Authors

237

Institutions

Publications per year

2017–2026

Parents

Knowledge Extraction

Publications

202

Unsupervised named-entity extraction from the Web: An experimental study

Oren Etzioni, Michael Cafarella, Doug Downey et al. · Artificial Intelligence · 2005 · 1.1K citations

Computing, Computer Science, Information Technology +14

KNN approach to unbalanced data distributions: a case study involving information extraction

J. Ziang · International Conference on Machine Learning · 2003 · 794 citations

Computing, Computer Science, Data Science +15

Unsupervised extraction of visual attention objects in color images

Junwei Han, King Ngi Ngan, Mingjing Li · IEEE Transactions on Circuits and Systems for Video Technology · 2005 · 406 citations

Computing, Computer Science, Vision Science +17

Machine Learning for Information Extraction in Informal Domains

Dayne Freitag · Machine Learning · 2000 · 355 citations · Full text

Computing, Computer Science, Computational Linguistics +14

Event Extraction as Machine Reading Comprehension

Jian Liu, Yubo Chen, Kang Liu et al. · 2020 · 303 citations · Full text

Computing, Computer Science, Machine Learning +16

1–5 of 202

Authors

580

RG
Ralph Grishman
New York University, United States
6 publications · 379 citations
6
h-index
FC
Fabio Ciravegna
University of Sheffield, United Kingdom
5 publications · 158 citations
5
h-index
WL
Wai Lam
Chinese University of Hong Kong, Hong Kong SAR China
4 publications · 97 citations
4
h-index
OE
Oren Etzioni
University of Washington, United States
4 publications · 1.3K citations
4
h-index
RY
Roman Yangarber
University of Helsinki, Finland
4 publications · 300 citations
4
h-index

1–5 of 580

Institutions

237

1–8 of 237

Venues

Proceedings of the VLDB Endowment
PVLDB · 4 publications · 427 citations
4
h-index
Knowledge-Based Systems
4 publications · 98 citations
4
h-index
IEEE Transactions on Geoscience and Remote Sensing
3 publications · 240 citations
3
h-index
IEEE Transactions on Knowledge and Data Engineering
TKDE · 3 publications · 254 citations
3
h-index
arXiv (Cornell University)
Repository · 3 publications · 219 citations
3
h-index

1–5