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The Top 23 Named Entity Recognition Open Source Projects

Open source projects categorized as Named Entity Recognition
Categories > Machine Learning > Named Entity Recognition
Hanlp ⭐ 30,141
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 20total releases 43most recent commit a month ago
Spacy ⭐ 27,226
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,198total releases 222most recent commit 10 hours agopypi spacy} Downloads
Nlp Progress ⭐ 21,719
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 3 months ago
Flair ⭐ 13,102
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 63total releases 30most recent commit 2 days agopypi flair} Downloads
Compromise ⭐ 10,847
modest natural-language processing
dependent packages 135total releases 159most recent commit 12 days agonpm compromise} Downloads
Corenlp ⭐ 9,163
CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.
total releases 1most recent commit 11 days ago
Stanza ⭐ 6,788
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 87total releases 18most recent commit 14 hours agopypi stanza} Downloads
Deeppavlov ⭐ 6,354
An open source library for deep learning end-to-end dialog systems and chatbots.
dependent packages 2total releases 55most recent commit a day agopypi deeppavlov} Downloads
Bert Bilstm Crf Ner ⭐ 4,394
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
total releases 9most recent commit 3 years ago
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34most recent commit 4 months agopypi snips-nlu} Downloads
Simpletransformers ⭐ 3,764
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
dependent packages 27total releases 282most recent commit 2 months agopypi simpletransformers} Downloads
Lac ⭐ 3,550
百度NLP：分词，词性标注，命名实体识别，词重要性
dependent packages 12total releases 15most recent commit 2 years agopypi LAC} Downloads
Spark Nlp ⭐ 3,438
State of the Art Natural Language Processing
dependent packages 25total releases 128most recent commit 18 hours agopypi spark-nlp} Downloads
Pyhanlp ⭐ 2,910
中文分词
dependent packages 5total releases 92most recent commit 6 months agopypi pyhanlp} Downloads
Agriculture_knowledgegraph ⭐ 2,776
农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策
most recent commit 2 years ago
Deepke ⭐ 2,345
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
total releases 110most recent commit 9 days ago
Spacy Course ⭐ 2,195
👩‍🏫 Advanced NLP with spaCy: A free online course
most recent commit a month 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 2 years agopypi kashgari-tf} Downloads
Mt Dnn ⭐ 2,122
Multi-Task Deep Neural Networks for Natural Language Understanding
most 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 6 months 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 36most recent commit a month 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 a year ago
Zh Ner Tf ⭐ 1,761
A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)
most recent commit 4 years ago
The 10 Most Depended On Named Entity Recognition Open Source Projects
Spacy ⭐ 27,226
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,198total releases 222latest release July 07, 2023most recent commit 10 hours agopypi spacy} Downloads
Compromise ⭐ 10,847
modest natural-language processing
dependent packages 135total releases 159latest release May 07, 2023most recent commit 12 days agonpm compromise} Downloads
Stanza ⭐ 6,788
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 87total releases 18latest release March 14, 2023most recent commit 14 hours agopypi stanza} Downloads
Flair ⭐ 13,102
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 63total releases 30latest release May 20, 2022most recent commit 2 days agopypi flair} Downloads
Seqeval ⭐ 866
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
dependent packages 42total releases 24latest release October 24, 2020most recent commit 10 months agopypi seqeval} Downloads
Simpletransformers ⭐ 3,764
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
dependent packages 27total releases 282latest release August 07, 2023most recent commit 2 months agopypi simpletransformers} Downloads
Spark Nlp ⭐ 3,438
State of the Art Natural Language Processing
dependent packages 25total releases 128latest release August 02, 2023most recent commit 18 hours agopypi spark-nlp} Downloads
Lac ⭐ 3,550
百度NLP：分词，词性标注，命名实体识别，词重要性
dependent packages 12total releases 15latest release May 25, 2021most recent commit 2 years agopypi LAC} Downloads
Underthesea ⭐ 1,227
Underthesea - Vietnamese NLP Toolkit
dependent packages 6total releases 124latest release July 28, 2023most recent commit 7 days agopypi underthesea} Downloads
The 10 Latest Releases In Named Entity Recognition Open Source Projects
Simpletransformers ⭐ 3,764
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
dependent packages 27total releases 282latest release August 07, 2023most recent commit 2 months agopypi simpletransformers} Downloads
Spark Nlp ⭐ 3,438
State of the Art Natural Language Processing
dependent packages 25total releases 128latest release August 02, 2023most recent commit 18 hours agopypi spark-nlp} Downloads
Underthesea ⭐ 1,227
Underthesea - Vietnamese NLP Toolkit
dependent packages 6total releases 124latest release July 28, 2023most recent commit 7 days agopypi underthesea} Downloads
Spacy ⭐ 27,226
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,198total releases 222latest release July 07, 2023most recent commit 10 hours agopypi spacy} Downloads
Compromise ⭐ 10,847
modest natural-language processing
dependent packages 135total releases 159latest release May 07, 2023most recent commit 12 days agonpm compromise} Downloads
Stanza ⭐ 6,788
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 87total releases 18latest release March 14, 2023most recent commit 14 hours agopypi stanza} Downloads
Zshot ⭐ 259
Zero and Few shot named entity & relationships recognition
total releases 8latest release January 04, 2023most recent commit 22 days ago
Datashare ⭐ 495
A self-hosted search engine for documents.
total releases 100latest release September 06, 2022most recent commit a day ago
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