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A very simple framework for state-of-the-art Natural Language Processing (NLP)
Created
2018-06-11
5,955 commits to master branch, last one 7 days ago
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.
Created
2019-01-19
955 commits to v2-main branch, last one 2 years ago
中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）
Created
2019-03-21
10 commits to master branch, last one 4 years ago
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.
Created
2017-12-06
127 commits to master branch, last one 3 years ago
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
Created
2017-06-26
298 commits to master branch, last one 3 years ago
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
Created
2019-04-15
120 commits to master branch, last one about a year ago
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
Created
2020-01-05
69 commits to master branch, last one about a year ago
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
Created
2018-02-15
177 commits to master branch, last one about a year ago
Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)
Created
2020-05-21
52 commits to master branch, last one about a year ago
Empower Sequence Labeling with Task-Aware Language Model
Created
2017-09-12
89 commits to master branch, last one about a year ago
The BiLSTM-CRF model implementation in Tensorflow, for sequence labeling tasks.
Created
2017-10-14
18 commits to master branch, last one 3 years ago
word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, informati...
Created
2017-07-10
641 commits to master branch, last one 3 years ago
This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity ident...
Created
2019-02-21
27 commits to master branch, last one 4 years ago
LSTM-CRF in PyTorch
Created
2017-10-16
210 commits to master branch, last one 7 months ago
Deep neural models for core NLP tasks (Pytorch version)
Created
2017-06-18
700 commits to master branch, last one 4 years ago
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
Created
2018-06-05
110 commits to master branch, last one 3 years ago
a Deep Learning Framework for Text
Created
2018-04-13
918 commits to master branch, last one about a month ago
A Japanese tokenizer based on recurrent neural networks
Created
2018-02-14
192 commits to master branch, last one 4 months ago
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
Created
2022-12-01
246 commits to master branch, last one 6 months ago
multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
Created
2020-03-31
88 commits to master branch, last one 3 years ago
Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiR...
Created
2020-06-04
7 commits to master branch, last one 3 years ago
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、多标签分类任务，支持中文命名实体识别、词性标注、分词、抽取式文本摘要等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label c...
Created
2021-08-29
12 commits to main branch, last one 4 months ago
[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction
Created
2020-10-10
63 commits to main branch, last one about a year ago
Hierarchically-Refined Label Attention Network for Sequence Labeling
Created
2019-08-15
36 commits to master branch, last one 3 years ago
A PyTorch implementation of the BI-LSTM-CRF model.
Created
2019-12-03
5 commits to master branch, last one 27 days ago
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-...
Created
2019-08-30
25 commits to master branch, last one 2 years ago
[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark
Created
2021-08-23
173 commits to main branch, last one 3 months ago
Source code for template-based NER
Created
2021-05-20
10 commits to main branch, last one 2 years ago
Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
Created
2018-07-28
12 commits to master branch, last one 3 years ago
Input Output Hidden Markov Model (IOHMM) in Python
Created
2016-02-12
83 commits to master branch, last one about a year ago