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The Top 23 Natural Language Processing Sequence Labeling Open Source Projects

Open source projects categorized as Natural Language Processing Sequence Labeling
Categories > Machine Learning > Natural Language Processing
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
Neuronblocks ⭐ 1,441
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
most recent commit 9 months 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
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
Gector ⭐ 680
Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)
most recent commit 2 years ago
Sequence Labeling Bilstm Crf ⭐ 605
The classical BiLSTM-CRF model implemented in Tensorflow, for sequence labeling tasks. In Vex version, everything is configurable.
most recent commit 3 years ago
Delft ⭐ 379
a Deep Learning Framework for Text
total releases 21most recent commit 3 months ago
Nagisa ⭐ 365
A Japanese tokenizer based on recurrent neural networks
dependent packages 7total releases 22most recent commit 3 months agopypi nagisa} 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
Rnnsharp ⭐ 272
RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.
most recent commit 4 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
Hscrf Pytorch ⭐ 261
ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://aclweb.org/anthology/P18-2038)
most recent commit 6 years ago
Wrench ⭐ 203
[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark
total releases 4most recent commit 6 months ago
A Pytorch Tutorial To Sequence Labeling ⭐ 202
Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling
most recent commit 4 years ago
Bi Lstm Crf ⭐ 180
A PyTorch implementation of the BI-LSTM-CRF model.
total releases 5most recent commit a year ago
Pie ⭐ 163
Fast + Non-Autoregressive Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction": www.aclweb.org/anthology/D19-1435.pdf (EMNLP-IJCNLP 2019)
most recent commit 2 years ago
Awesome Nlp Resources ⭐ 113
a collection of NLP projects&tools. 自然语言处理方向项目和工具集合。
most recent commit 3 months ago
Prosody ⭐ 104
Helsinki Prosody Corpus and A System for Predicting Prosodic Prominence from Text
most recent commit 4 years ago
Multilangstructurekd ⭐ 64
[ACL 2020] Structure-Level Knowledge Distillation For Multilingual Sequence Labeling
most recent commit 2 years ago
The 5 Most Depended On Natural Language Processing 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
Nagisa ⭐ 365
A Japanese tokenizer based on recurrent neural networks
dependent packages 7total releases 22latest release July 30, 2023most recent commit 3 months agopypi nagisa} 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 10 Latest Releases In Natural Language Processing Sequence Labeling Open Source Projects
Delft ⭐ 379
a Deep Learning Framework for Text
total releases 21latest release November 29, 2023most recent commit 3 months ago
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
Nagisa ⭐ 365
A Japanese tokenizer based on recurrent neural networks
dependent packages 7total releases 22latest release July 30, 2023most recent commit 3 months agopypi nagisa} Downloads
Wrench ⭐ 203
[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark
total releases 4latest release April 21, 2022most recent commit 6 months ago
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
Bi Lstm Crf ⭐ 180
A PyTorch implementation of the BI-LSTM-CRF model.
total releases 5latest release October 23, 2020most recent commit a year ago
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