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The Top 23 Natural Language Processing Named Entity Recognition Open Source Projects

Open source projects categorized as Natural Language Processing Named Entity Recognition
Categories > Machine Learning > Named Entity Recognition
Categories > Machine Learning > Natural Language Processing
Hanlp ⭐ 32,059
中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
dependent packages 22total releases 43most recent commit 20 days ago
Spacy ⭐ 28,628
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,367total releases 226most recent commit 7 days agopypi spacy} Downloads
Nlp Progress ⭐ 22,249
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
most recent commit 2 months ago
Flair ⭐ 13,529
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 69total releases 31most recent commit 9 days agopypi flair} Downloads
Compromise ⭐ 11,177
modest natural-language processing
dependent packages 145total releases 161most recent commit 15 days agonpm compromise} Downloads
Corenlp ⭐ 9,315
CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.
total releases 1most recent commit 3 months ago
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22most recent commit 3 months agopypi stanza} Downloads
Deeppavlov ⭐ 6,529
An open source library for deep learning end-to-end dialog systems and chatbots.
dependent packages 2total releases 57most recent commit a month agopypi deeppavlov} Downloads
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
Spark Nlp ⭐ 3,578
State of the Art Natural Language Processing
dependent packages 30total releases 134most recent commit 3 months agopypi spark-nlp} Downloads
Pyhanlp ⭐ 3,036
中文分词
dependent packages 5total releases 92most recent commit 4 months agopypi pyhanlp} 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
Spacy Course ⭐ 2,255
👩‍🏫 Advanced NLP with spaCy: A free online course
most recent commit 8 months ago
Mt Dnn ⭐ 2,154
Multi-Task Deep Neural Networks for Natural Language Understanding
most recent commit 6 months ago
Kashgari ⭐ 2,141
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
dependent packages 1total releases 11most recent commit 3 years agopypi kashgari-tf} Downloads
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
Harvesttext ⭐ 2,055
文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等）
total releases 39most recent commit 7 months ago
Ncrfpp ⭐ 1,862
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
total releases 1most recent commit 2 years ago
Neuroner ⭐ 1,674
Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.
total releases 7most recent commit a year ago
Anago ⭐ 1,428
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
dependent packages 1total releases 14most recent commit 2 years agopypi anago} Downloads
Entity Recognition Datasets ⭐ 1,386
A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.
most recent commit 6 months ago
Underthesea ⭐ 1,288
Underthesea - Vietnamese NLP Toolkit
dependent packages 6total releases 125most recent commit 6 months agopypi underthesea} Downloads
Named_entity_recognition ⭐ 1,118
中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）
most recent commit 3 years ago
The 10 Most Depended On Natural Language Processing Named Entity Recognition Open Source Projects
Spacy ⭐ 28,628
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,367total releases 226latest release October 16, 2023most recent commit 7 days agopypi spacy} Downloads
Seqeval ⭐ 866
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
dependent packages 165total releases 24latest release October 24, 2020most recent commit a year agopypi seqeval} Downloads
Compromise ⭐ 11,177
modest natural-language processing
dependent packages 145total releases 161latest release November 16, 2023most recent commit 15 days agonpm compromise} Downloads
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22latest release December 03, 2023most recent commit 3 months agopypi stanza} Downloads
Flair ⭐ 13,529
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 69total releases 31latest release October 28, 2023most recent commit 9 days agopypi flair} Downloads
Spark Nlp ⭐ 3,578
State of the Art Natural Language Processing
dependent packages 30total releases 134latest release December 08, 2023most recent commit 3 months agopypi spark-nlp} Downloads
Farasapy ⭐ 43
A Python implementation of Farasa toolkit
dependent packages 8total releases 14latest release August 15, 2021most recent commit 3 years agopypi farasapy} Downloads
Underthesea ⭐ 1,288
Underthesea - Vietnamese NLP Toolkit
dependent packages 6total releases 125latest release September 22, 2023most recent commit 6 months agopypi underthesea} Downloads
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
The 10 Latest Releases In Natural Language Processing Named Entity Recognition Open Source Projects
Bert4torch ⭐ 1,035
An elegent pytorch implement of transformers
dependent packages 1total releases 35latest release December 09, 2023most recent commit 3 months agopypi bert4torch} Downloads
Spark Nlp ⭐ 3,578
State of the Art Natural Language Processing
dependent packages 30total releases 134latest release December 08, 2023most recent commit 3 months agopypi spark-nlp} Downloads
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22latest release December 03, 2023most recent commit 3 months agopypi stanza} Downloads
Spacy Llm ⭐ 806
🦙 Integrating LLMs into structured NLP pipelines
total releases 21latest release November 17, 2023most recent commit 3 months ago
Compromise ⭐ 11,177
modest natural-language processing
dependent packages 145total releases 161latest release November 16, 2023most recent commit 15 days agonpm compromise} Downloads
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
Cybertron ⭐ 235
Cybertron: the home planet of the Transformers in Go
dependent packages 2total releases 5latest release November 08, 2023most recent commit 3 months ago
Flair ⭐ 13,529
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 69total releases 31latest release October 28, 2023most recent commit 9 days agopypi flair} Downloads
Huspacy ⭐ 145
HuSpaCy: industrial-strength Hungarian natural language processing
dependent packages 1total releases 22latest release October 27, 2023most recent commit 3 months agopypi huspacy} Downloads
Deeppavlov ⭐ 6,529
An open source library for deep learning end-to-end dialog systems and chatbots.
dependent packages 2total releases 57latest release October 17, 2023most recent commit a month agopypi deeppavlov} Downloads
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