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The Top 23 Named Entity Recognition Information Extraction Open Source Projects

Open source projects categorized as Named Entity Recognition Information Extraction
Categories > Machine Learning > Information Extraction
Categories > Machine Learning > Named Entity Recognition
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34most recent commit a year agopypi snips-nlu} Downloads
Deepke ⭐ 2,679
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
total releases 111most recent commit 3 months ago
Information Extraction Chinese ⭐ 2,086
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
most recent commit a year ago
Knowledge Graph Tutorials And Papers ⭐ 599
Insightful Tutorials and Papers about Knowledge Graphs
most recent commit 3 months ago
Ontogpt ⭐ 435
LLM-based ontological extraction tools, including SPIRES
most recent commit 3 months ago
Ner Bert Pytorch ⭐ 306
PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
most recent commit 2 years ago
Adaseq ⭐ 295
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
total releases 11most recent commit 5 months ago
Awesome Llm4ie Papers ⭐ 210
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
most recent commit 3 months ago
Awesome Hungarian Nlp ⭐ 192
A curated list of NLP resources for Hungarian
most recent commit 6 months ago
Triggerner ⭐ 157
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)
most recent commit 3 years ago
Gollie ⭐ 155
Guideline following Large Language Model for Information Extraction
most recent commit 4 months ago
Dan Jurafsky Chris Manning Nlp ⭐ 155
My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
most recent commit a year ago
Huspacy ⭐ 145
HuSpaCy: industrial-strength Hungarian natural language processing
dependent packages 1total releases 22most recent commit 4 months agopypi huspacy} Downloads
Chatgpt_for_ie ⭐ 129
Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness
most recent commit 5 months ago
Nested Ner Tacl2020 Transformers ⭐ 104
Implementation of Nested Named Entity Recognition using BERT
most recent commit 2 years ago
Evaluation Of Chatgpt On Information Extraction ⭐ 100
An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extraction (EE) and Aspect-based Sentiment Analysis (ABSA).
most recent commit 3 months ago
Eznlp ⭐ 99
Easy Natural Language Processing
total releases 5most recent commit 8 months ago
Lima ⭐ 92
The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.
total releases 22most recent commit 6 months ago
Asp ⭐ 90
PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxiv.org/pdf/2210.14698.pdf
most recent commit 3 months ago
Generative_kg_construction_papers ⭐ 74
Repository for the EMNLP2022 paper "Generative Knowledge Graph Construction: A Review".
most recent commit 10 months ago
Pytorch Ie ⭐ 63
PyTorch-IE: State-of-the-art Information Extraction in PyTorch
most recent commit 3 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
Cogie ⭐ 43
CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021
total releases 6most recent commit 2 years ago
The 2 Most Depended On Named Entity Recognition Information Extraction Open Source Projects
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34latest release January 15, 2020most recent commit a year agopypi snips-nlu} Downloads
Huspacy ⭐ 145
HuSpaCy: industrial-strength Hungarian natural language processing
dependent packages 1total releases 22latest release October 27, 2023most recent commit 4 months agopypi huspacy} Downloads
The 9 Latest Releases In Named Entity Recognition Information Extraction Open Source Projects
Adaseq ⭐ 295
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
total releases 11latest release November 15, 2023most recent commit 5 months ago
Huspacy ⭐ 145
HuSpaCy: industrial-strength Hungarian natural language processing
dependent packages 1total releases 22latest release October 27, 2023most recent commit 4 months agopypi huspacy} Downloads
Lima ⭐ 92
The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.
total releases 22latest release December 22, 2022most recent commit 6 months ago
Cogie ⭐ 43
CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021
total releases 6latest release August 28, 2022most recent commit 2 years ago
Slotminer ⭐ 16
Tool for slot extraction from text
total releases 3latest release May 22, 2022most recent commit 2 years ago
Eznlp ⭐ 99
Easy Natural Language Processing
total releases 5latest release May 12, 2022most recent commit 8 months ago
Simple_ner ⭐ 26
simple rule based named entity recognition
total releases 29latest release May 24, 2021most recent commit 2 years ago
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34latest release January 15, 2020most recent commit a year agopypi snips-nlu} Downloads
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