Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
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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) |