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The Top 18 Distant Supervision Open Source Projects

Open source projects categorized as Distant Supervision
Categories > Distant Supervision
Skweak ⭐ 898
skweak: A software toolkit for weak supervision applied to NLP tasks
dependent packages 1total releases 11most recent commit 6 months agopypi skweak} Downloads
Awesome Relation Extraction ⭐ 831
📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).
most recent commit 2 years ago
Autoner ⭐ 269
Learning Named Entity Tagger from Domain-Specific Dictionary
most recent commit 5 years ago
Reside ⭐ 198
EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information
most recent commit 4 years ago
Cnn Re Tf ⭐ 191
Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow
most recent commit 7 years ago
Bond ⭐ 114
BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision
most recent commit 3 years ago
Amazon Weak Ner Needle ⭐ 92
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data
most recent commit a year ago
Intra Bag And Inter Bag Attentions ⭐ 80
Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions
most recent commit 4 years ago
Distre ⭐ 78
[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction
most recent commit 3 years ago
Roster ⭐ 35
[EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training
most recent commit 2 years ago
Comb_dist_direct_relex ⭐ 28
Combining Distant and Direct Supervision for Neural Relation Extraction
most recent commit 5 years ago
Shifted Label Distribution ⭐ 23
Source code for paper "Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction" (EMNLP 2019)
most recent commit 4 years ago
Mil Rbert ⭐ 11
MIL-RBERT: A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction (BioNLP @ ACL 2020)
most recent commit a year ago
Bionlp17 ⭐ 9
Noise Reduction Methods for Distantly Supervised Biomedical Relation Extraction
most recent commit 6 years ago
Acl2021 Factual Error Correction ⭐ 9
ACL 2021
most recent commit 2 years ago
Denrl ⭐ 7
Distantly-Supervised Joint Entity and Relation Extraction with Noise-Robust Learning
most recent commit 4 months ago
Distant Supervised Relation Extraction ⭐ 7
Implementation of Neural Relation Extraction with Selective Attention over Instances.
most recent commit 3 years ago
Fast Ner ⭐ 6
Code and dataset for IJCNN2019 paper 'Dilated Convolutional Networks Incorporating Soft Entity Type Constraints for Distant Supervised Relation Extraction'
most recent commit 5 years ago
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