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The Top 10 Sequence Labeling Open Source Projects
Open source projects categorized as Sequence Labeling
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flairNLP/flair
⭐
13,369
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages
0
total releases
0
most recent commit
over 2 years ago
BrikerMan/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
0
total releases
0
most recent commit
almost 5 years ago
jiesutd/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.
dependent packages
0
total releases
0
most recent commit
almost 4 years ago
microsoft/NeuronBlocks
⭐
1,439
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
dependent packages
0
total releases
0
most recent commit
almost 3 years ago
Hironsan/anago
⭐
1,428
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
dependent packages
0
total releases
0
most recent commit
over 4 years ago
CLUEbenchmark/CLUENER2020
⭐
1,359
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
dependent packages
0
total releases
0
most recent commit
over 3 years ago
luopeixiang/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）
dependent packages
0
total releases
0
most recent commit
almost 5 years ago
chakki-works/seqeval
⭐
866
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
dependent packages
0
total releases
0
most recent commit
over 3 years ago
LiyuanLucasLiu/LM-LSTM-CRF
⭐
830
Empower Sequence Labeling with Task-Aware Language Model
dependent packages
0
total releases
0
most recent commit
almost 4 years ago
grammarly/gector
⭐
680
Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)
dependent packages
0
total releases
0
most recent commit
over 3 years ago
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