Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Bert Bilstm Crf Ner	4,564	1		3 years ago	9	March 04, 2019	118		Python
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
Snips Nlu	3,796	8	5	a year ago	34	January 15, 2020	66	apache-2.0	Python
Snips Python library to extract meaning from text
Deepke	2,679			3 months ago	111	September 21, 2023	2	mit	Python
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
Kashgari	2,141	1	1	3 years ago	11	October 18, 2019	32	apache-2.0	Python
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.
Ncrfpp	1,862			2 years ago	1	March 16, 2022	5	apache-2.0	Python
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.
Sequence_tagging	1,725			5 years ago			15	apache-2.0	Python
Named Entity Recognition (LSTM + CRF) - Tensorflow
Entity Recognition Datasets	1,386			7 months ago			7	mit	Python
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.
Cluener2020	1,384			a year ago			48		Python
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
Underthesea	1,288	20	6	7 months ago	125	September 22, 2023	45	gpl-3.0	Python
Underthesea - Vietnamese NLP Toolkit
Named_entity_recognition	1,118			3 years ago			27		Python
中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

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Bert Bilstm Crf Ner ⭐ 4,564

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 a year ago

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

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 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

Sequence_tagging ⭐ 1,725

Named Entity Recognition (LSTM + CRF) - Tensorflow

most recent commit 5 years ago

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 7 months ago

Cluener2020 ⭐ 1,384

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Underthesea ⭐ 1,288

Underthesea - Vietnamese NLP Toolkit

dependent packages 6total releases 125most recent commit 7 months ago

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

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