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relation extraction
Description:
A natural language processing task that identifies semantic relationships between entities expressed in text.
Primary topic:
Topic Modeling (45%)
Related topics:
Topic Modeling (45%),
Biomedical Text Mining and Ontologies (17%),
Natural Language Processing Techniques (9%)
Wikidata ID:
wiki/Q7310755
OpenAlex ID:
keywords/relation-extraction
Distant supervision for relation extraction without labeled data
2009
·
Mike Mintz
, Steven Bills
, et al.
·
2,798
PDF
Knowledge Graph Embedding: A Survey of Approaches and Applications
2017
·
Quan Wang
, Zhendong Mao
, et al.
·
IEEE Transactions on Knowledge and Data Engineering
·
2,624
SpanBERT: Improving Pre-training by Representing and Predicting Spans
2020
·
Mandar Joshi
, Danqi Chen
, et al.
·
Transactions of the Association for Computational Linguistics
·
1,827
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages
2020
·
Peng Qi
, Yuhao Zhang
, et al.
·
Annual Meeting of the Association for Computational Linguistics: System Demonstrations (ACL Demo)
·
1,471
PDF
Modeling Relations and Their Mentions without Labeled Text
2010
·
Sebastian Riedel
, Limin Yao
, et al.
·
Lecture notes in computer science
·
1,328
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts
2020
·
Taylor Shin
, Yasaman Razeghi
, et al.
·
Conference on Empirical Methods in Natural Language Processing (EMNLP)
·
1,277
PDF
Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks
2015
·
Daojian Zeng
, Kang Liu
, et al.
·
Conference on Empirical Methods in Natural Language Processing (EMNLP)
·
1,185
PDF
Identifying Relations for Open Information Extraction
2011
·
Anthony Fader
, Stephen Soderland
, et al.
·
1,142
BioGPT: generative pre-trained transformer for biomedical text generation and mining
2022
·
Renqian Luo
, Liai Sun
, et al.
·
Briefings in Bioinformatics
·
1,137
PDF
The Automatic Content Extraction (ACE) Program – Tasks, Data, and Evaluation
2004
·
George Doddington
, Alexis Mitchell
, et al.
·
Language Resources and Evaluation Conference (LREC)
·
1,109
PDF
Neural Relation Extraction with Selective Attention over Instances
2016
·
Yankai Lin
, Shiqi Shen
, et al.
·
Annual Meeting of the Association for Computational Linguistics (ACL)
·
1,054
PDF
Extracting Patterns and Relations from the World Wide Web
1999
·
Sergey Brin
·
Lecture notes in computer science
·
1,015
A shortest path dependency kernel for relation extraction
2005
·
Razvan C. Bunescu
, Raymond J. Mooney
·
971
PDF
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction
2018
·
Yuhao Zhang
, Peng Qi
, et al.
·
Conference on Empirical Methods in Natural Language Processing (EMNLP)
·
890
PDF
Knowledge-Based Weak Supervision for Information Extraction of Overlapping Relations
2011
·
Raphael Hoffmann
, Congle Zhang
, et al.
·
882
Position-aware Attention and Supervised Data Improve Slot Filling
2017
·
Yuhao Zhang
, Victor Zhong
, et al.
·
Conference on Empirical Methods in Natural Language Processing (EMNLP)
·
833
PDF
Dependency tree kernels for relation extraction
2004
·
Aron Culotta
, Jeffrey Sorensen
·
Annual Meeting of the Association for Computational Linguistics (ACL)
·
825
PDF
A survey of current work in biomedical text mining
2005
·
A. M. Cohen
·
Briefings in Bioinformatics
·
767
PDF
Exploring various knowledge in relation extraction
2005
·
Zhou GuoDong
, Su Jian
, et al.
·
Annual Meeting of the Association for Computational Linguistics (ACL)
·
766
PDF
Structured information extraction from scientific text with large language models
2024
·
John Dagdelen
, Alexander Dunn
, et al.
·
Nature Communications
·
743
PDF
Matching the Blanks: Distributional Similarity for Relation Learning
2019
·
Livio Baldini Soares
, Nicholas FitzGerald
, et al.
·
Annual Meeting of the Association for Computational Linguistics (ACL)
·
730
PDF
Information Extraction
2008
·
Sunita Sarawagi
·
Foundations and Trends in Databases
·
729
Leveraging Linguistic Structure For Open Domain Information Extraction
2015
·
Gabor Angeli
, Melvin Jose Johnson Premkumar
, et al.
·
725
PDF
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction
2018
·
Yi Luan
, Luheng He
, et al.
·
Conference on Empirical Methods in Natural Language Processing (EMNLP)
·
710
PDF
Open Language Learning for Information Extraction
2012
·
Michael Schmitz
, Stephen Soderland
, et al.
·
698
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Works count:
8,063
Citation count:
121,300
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