sequence-labeling topic

List sequence-labeling repositories

fairseq-tagging

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a Fairseq fork for sequence tagging/labeling tasks

NCRFpp

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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.

deepseg

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Chinese word segmentation in tensorflow 2.x

flair

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

Kashgari

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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.

PIE

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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-...

NeuronBlocks

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NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

nagisa

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A Japanese tokenizer based on recurrent neural networks

a-PyTorch-Tutorial-to-Sequence-Labeling

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Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling