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134

1.2k

unknown

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📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

acl nlp aaai nips emnlp naacl paper trends awesome semeval-2010 deep-learning new-york-times machine-learning state-of-the-art distant-supervision relation-extraction relation-classification natural-language-processing

Created 2018-03-24

67 commits to master branch, last one 2 years ago

skweak NorskRegnesentral

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914

mit

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skweak: A software toolkit for weak supervision applied to NLP tasks

spacy python nlp-library data-science training-data weak-supervision distant-supervision nlp-machine-learning natural-language-processing

Created 2021-03-16

179 commits to main branch, last one 9 months ago

BOND cliang1453

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289

apache-2.0

7

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

ner nlp bert dataset roberta fine-tuning open-domain pre-trained self-training weak-supervision weakly-supervised distant-supervision named-entity-recognition weakly-supervised-learning natural-language-processing

Created 2020-06-05

42 commits to master branch, last one 3 years ago

RESIDE malllabiisc

48

247

apache-2.0

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EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

deep-learning distant-supervision relation-extraction neural-relation-extraction natural-language-processing graph-convolutional-networks

Created 2018-08-14

108 commits to master branch, last one 3 years ago

Intra-Bag-and-Inter-Bag-Attentions ZhixiuYe

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113

unknown

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Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions

nlp pytorch deeplearning distant-supervision relation-extraction

Created 2019-02-26

11 commits to master branch, last one 4 years ago

amazon-weak-ner-needle amzn

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99

mit-0

5

Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data

ner bert biomedical weak-supervision distant-supervision weakly-supervised-learning biomedical-named-entity-recognition

Created 2021-07-04

7 commits to main branch, last one about a year ago

DISTRE DFKI-NLP

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apache-2.0

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[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction

nlp transformer machine-learning distant-supervision multi-task-learning relation-extraction information-extraction

Created 2019-05-27

8 commits to master branch, last one 8 days ago

RoSTER yumeng5

7

64

apache-2.0

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[EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training

ner noise-robust self-training language-model distant-supervision named-entity-recognition weakly-supervised-learning

Created 2021-09-12

12 commits to main branch, last one 2 years ago