distant-supervision
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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).
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Jan 27, 2022
skweak: A software toolkit for weak supervision applied to NLP tasks
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Sep 2, 2024 - Python
Learning Named Entity Tagger from Domain-Specific Dictionary
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Oct 5, 2019 - ChucK
BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision
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Jun 2, 2021 - Python
EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information
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Mar 24, 2023 - CSS
Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow
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Jun 2, 2017 - Jupyter Notebook
Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions
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Jul 20, 2021 - Python
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data
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Jul 25, 2023 - Python
[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction
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Jun 18, 2024 - Python
[EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training
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Nov 12, 2021 - Python
Source code for paper "Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction" (EMNLP 2019)
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Oct 29, 2019 - C++
Combining Distant and Direct Supervision for Neural Relation Extraction
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Sep 15, 2019 - Python
ACL 2021
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May 24, 2022 - Python
Improving Distantly-Supervised Relation Extraction through BERT-based Label & Instance Embeddings
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May 10, 2021 - Python
Korean Moview Review Emotion (KMRE) Dataset
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Sep 7, 2020
MIL-RBERT: A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction (BioNLP @ ACL 2020)
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Jun 12, 2023 - Python
NAACL 2019 "Structured Minimally Supervised Learning for Neural Relation Extraction"
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Feb 9, 2020 - Python
Implementation of Neural Relation Extraction with Selective Attention over Instances.
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Aug 24, 2021 - Python
[EMNLP 2023] Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models
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Oct 30, 2023 - Python
Resources for the paper "PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction"
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Jul 26, 2022 - Python
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