Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Flair	13,529	24	69	3 months ago	31	October 28, 2023	65	other	Python
A very simple framework for state-of-the-art Natural Language Processing (NLP)
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.
Anago	1,428	5	1	2 years ago	14	July 17, 2018	43	mit	Python
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
Cluener2020	1,416			2 years ago			48		Python
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
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）
Seqeval	866	42	165	2 years ago	24	October 24, 2020	23	mit	Python
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
Neuronlp2	358			4 years ago			7	gpl-3.0	Python
Deep neural models for core NLP tasks (Pytorch version)
Adaseq	295			7 months ago	11	November 15, 2023	19	apache-2.0	Python
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
Slot_filling_and_intent_detection_of_slu	289			3 years ago				apache-2.0	Python
slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

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Flair ⭐ 13,529

A very simple framework for state-of-the-art Natural Language Processing (NLP)

dependent packages 69total releases 31most 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

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 ago

Cluener2020 ⭐ 1,416

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

most recent commit 2 years 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

Seqeval ⭐ 866

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

dependent packages 165total releases 24most recent commit 2 years ago

Neuronlp2 ⭐ 358

Deep neural models for core NLP tasks (Pytorch version)

most recent commit 4 years ago

Adaseq ⭐ 295

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

total releases 11most recent commit 7 months ago

Slot_filling_and_intent_detection_of_slu ⭐ 289

slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

most recent commit 3 years ago

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