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The Top 23 Named Entity Recognition Sequence Labeling Open Source Projects

Open source projects categorized as Named Entity Recognition Sequence Labeling
Categories > Machine Learning > Named Entity Recognition
Categories > Machine Learning > Sequence Labeling
Flair ⭐ 13,529
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 69total releases 31most recent commit 18 days agopypi flair} Downloads
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 agopypi kashgari-tf} Downloads
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 agopypi anago} Downloads
Cluener2020 ⭐ 1,384
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
most recent commit a year 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 a year agopypi seqeval} Downloads
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 5 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
Multi Task Nlp ⭐ 269
multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
most recent commit 2 years ago
Autoner ⭐ 269
Learning Named Entity Tagger from Domain-Specific Dictionary
most recent commit 5 years ago
Bilstm Lan ⭐ 243
Hierarchically-Refined Label Attention Network for Sequence Labeling
most recent commit 3 years ago
Neural_sequence_labeling ⭐ 231
A TensorFlow implementation of Neural Sequence Labeling model, which is able to tackle sequence labeling tasks such as POS Tagging, Chunking, NER, Punctuation Restoration and etc.
most recent commit 5 years ago
Pytorch Nlu ⭐ 226
Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.
total releases 2most recent commit 9 months ago
Ace ⭐ 223
[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction
most recent commit a year ago
Ld Net ⭐ 145
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling
most recent commit 4 years ago
Alpacatag ⭐ 104
AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (ACL 2019 Demo)
most recent commit 3 years ago
Templatener ⭐ 64
Source code for template-based NER
most recent commit 2 years ago
Xlm Roberta Ner ⭐ 46
Named Entity Recognition with Pretrained XLM-RoBERTa
most recent commit 3 years ago
Pyner ⭐ 46
🌈 Implementation of Neural Network based Named Entity Recognizer (Lample+, 2016) using Chainer.
most recent commit 3 years ago
Crowdlayer ⭐ 37
A neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.
most recent commit 3 years ago
Crossner ⭐ 29
CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)
most recent commit 3 years ago
The 4 Most Depended On Named Entity Recognition Sequence Labeling Open Source Projects
Seqeval ⭐ 866
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
dependent packages 165total releases 24latest release October 24, 2020most recent commit a year agopypi seqeval} Downloads
Flair ⭐ 13,529
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 69total releases 31latest release October 28, 2023most recent commit 18 days agopypi flair} Downloads
Anago ⭐ 1,428
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
dependent packages 1total releases 14latest release July 17, 2018most recent commit 2 years agopypi anago} Downloads
The 8 Latest Releases In Named Entity Recognition Sequence Labeling Open Source Projects
Adaseq ⭐ 295
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
total releases 11latest release November 15, 2023most recent commit 5 months ago
Flair ⭐ 13,529
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 69total releases 31latest release October 28, 2023most recent commit 18 days agopypi flair} Downloads
Seqeval ⭐ 866
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
dependent packages 165total releases 24latest release October 24, 2020most recent commit a year agopypi seqeval} Downloads
Anago ⭐ 1,428
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
dependent packages 1total releases 14latest release July 17, 2018most recent commit 2 years agopypi anago} Downloads
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