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The Top 23 Relation Extraction Open Source Projects

Open source projects categorized as Relation Extraction
Categories > Machine Learning > Relation Extraction
Generative_kg_construction_papers ⭐ 74
Repository for the EMNLP2022 paper "Generative Knowledge Graph Construction: A Review".
most recent commit 9 months ago
Pytorch_multi_head_selection_re ⭐ 73
BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE
most recent commit 5 years ago
Questionansweringoverfb ⭐ 73
most recent commit 5 years ago
Pcnn ⭐ 70
A neural architecture for relation extraction task implemented in Tensorflow.
most recent commit 6 years ago
Hvpnet ⭐ 66
Code for the NAACL2022 paper "Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction"
most recent commit 9 months ago
Relation Extraction Transformer ⭐ 64
NLP: Relation extraction with position-aware self-attention transformer
most recent commit a year ago
Pytorch Ie ⭐ 63
PyTorch-IE: State-of-the-art Information Extraction in PyTorch
most recent commit 3 months ago
Rcnn Relation Extraction ⭐ 63
Tensorflow Implementation of Recurrent Convolutional Neural Network for Relation Extraction
most recent commit 6 years ago
Hnre ⭐ 61
Hierarchical Neural Relation Extraction
most recent commit 4 years ago
R Bert ⭐ 57
Pytorch re-implementation of R-BERT model
most recent commit 4 years ago
Pointernet_chinese_information_extraction ⭐ 56
利用指针网络进行信息抽取，包含命名实体识别、关系抽取、事件抽取。
most recent commit a year ago
Medical Relation Extraction ⭐ 55
Crowdsourced ground truth for medical relation extraction.
most recent commit 5 years ago
Hrere ⭐ 55
Heterogeneous Representations for Neural Relation Extraction https://arxiv.org/abs/1903.10126
most recent commit 4 years ago
Awesome_information_extraction ⭐ 55
Literature Survey of Information Extraction, especially Relation Extraction, Event Extraction, and Slot Filling.
most recent commit a year ago
Gp Gnn ⭐ 54
Code and dataset of ACL2019 Paper: Graph Neural Networks with Generated Parameters for Relation Extraction.
most recent commit 4 years ago
Diare D2g ⭐ 54
Codes of of the IJCAI 2022 Paper Global Inference with Explicit Syntactic and Discourse Structures for Dialogue-Level Relation Extraction
most recent commit 10 months ago
Arekit ⭐ 52
Document level Attitude and Relation Extraction toolkit (AREkit) for sampling and prompting mass-media news into datasets for ML-model training
dependent packages 1total releases 6most recent commit 3 months agopypi arekit} Downloads
Dialogre ⭐ 52
Dialogue-Based Relation Extraction
most recent commit 4 years ago
Bbw ⭐ 51
Semantic annotator "boosted by wiki": Matching CSV to a Wikibase instance (e.g., Wikidata) via Meta-lookup
total releases 3most recent commit 3 years ago
Torch Relation Extraction ⭐ 49
Universal Schema based relation extraction implemented in Torch.
most recent commit 7 years ago
Relationfactory ⭐ 48
End-to-end relation extraction and knowledge base population pipeline.
most recent commit 7 years ago
Dialog Hgat ⭐ 47
Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks
most recent commit a year ago
Crocodile ⭐ 47
cRocoDiLe is a dataset extraction tool for Relation Extraction using Wikipedia and Wikidata presented in REBEL (EMNLP 2021).
most recent commit 10 months ago
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