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The Top 23 Information Extraction Open Source Projects

Open source projects categorized as Information Extraction
Categories > Machine Learning > Information 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
Prediction_api ⭐ 68
AMiner Prediction API is a toolkit for science data prediction, such as scholar portrait property prediction.
most recent commit 5 years ago
Tetre ⭐ 68
TETRE: a Toolkit for Exploring Text for Relation Extraction
most recent commit 7 years ago
Geotext ⭐ 67
Geotext extracts country and city mentions from text
dependent packages 2total releases 4most recent commit 4 years agopypi geotext} Downloads
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
Dig Etl Engine ⭐ 65
Download DIG to run on your laptop or server.
most recent commit 5 years ago
Greynirserver ⭐ 64
The greynir.is Icelandic natural language processing API and website.
most recent commit 5 months ago
Odinson ⭐ 63
Odinson is a powerful and highly optimized open-source framework for rule-based information extraction. Odinson couples a simple, yet powerful pattern language that can operate over multiple representations of text, with a runtime system that operates in near real time.
dependent packages 1total releases 11most recent commit 7 months ago
Pytorch Ie ⭐ 63
PyTorch-IE: State-of-the-art Information Extraction in PyTorch
most recent commit 3 months ago
Evildork ⭐ 63
Evildork targeting your fiancee👁️
most recent commit 9 months ago
Knowledge_graph_wander ⭐ 58
A collection of papers, codes, projects, tutorials ... for Knowledge Graph and other NLP methods
most recent commit 4 months ago
Casie ⭐ 57
CyberAttack Sensing and Information Extraction
most recent commit 5 months 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
Awesome_information_extraction ⭐ 55
Literature Survey of Information Extraction, especially Relation Extraction, Event Extraction, and Slot Filling.
most recent commit a year ago
Pdf4py ⭐ 55
A PDF parser written in Python 3 with no external dependencies.
most recent commit 4 years ago
Ple ⭐ 54
Label Noise Reduction in Entity Typing (KDD'16)
most recent commit 7 years ago
Ml.manash.me ⭐ 52
👽 Open Source Bangla Machine Learning Book 🎁
most recent commit 6 years ago
Stargather ⭐ 52
A fast GitHub stargazers information gathering tool
most recent commit 2 years ago
Multi2oie ⭐ 47
Multi^2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT (Findings of ACL: EMNLP 2020)
most recent commit 2 years ago
Vibertgrid Pytorch ⭐ 47
An unofficial PyTorch implementation of "Lin et al. ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents. ICDAR, 2021"
most recent commit 3 months 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
Deduce ⭐ 47
Deduce: de-identification method for Dutch medical text
dependent packages 1total releases 21most recent commit 3 months agopypi deduce} Downloads
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