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18 search results found

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

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).

Autoner ⭐ 269

Learning Named Entity Tagger from Domain-Specific Dictionary

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

Cnn Re Tf ⭐ 191

Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow

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

Amazon Weak Ner Needle ⭐ 92

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

Intra Bag And Inter Bag Attentions ⭐ 80

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

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

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

Comb_dist_direct_relex ⭐ 28

Combining Distant and Direct Supervision for Neural Relation Extraction

Shifted Label Distribution ⭐ 23

Source code for paper "Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction" (EMNLP 2019)

Mil Rbert ⭐ 11

MIL-RBERT: A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction (BioNLP @ ACL 2020)

Noise Reduction Methods for Distantly Supervised Biomedical Relation Extraction

Acl2021 Factual Error Correction ⭐ 9

Distantly-Supervised Joint Entity and Relation Extraction with Noise-Robust Learning

Distant Supervised Relation Extraction ⭐ 7

Implementation of Neural Relation Extraction with Selective Attention over Instances.

Code and dataset for IJCNN2019 paper 'Dilated Convolutional Networks Incorporating Soft Entity Type Constraints for Distant Supervised Relation Extraction'

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