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adversarial-train-textcnn-pytorch

Implementation of adversarial training methods and leverage them to train textCNN models

adversarial_training_methods

Implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB dataset (without pre-training)

ansj_seg

ansj分词.ict的真正java实现.分词效果速度都超过开源版的ict. 中文分词,人名识别,词性标注,用户自定义词典

autophrase

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

baby-llama2-chinese

用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库；24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

bert-pytorch

Google AI 2018 BERT pytorch implementation

chinese-names-corpus

中文人名语料库。中文姓名,姓氏,名字,称呼,日本人名,翻译人名,英文人名。成语词典。

chinesener

A neural network model for Chinese named entity recognition

chinesener-1

中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF

cnn-for-sentence-classification-in-keras

Convolutional Neural Networks for Sentence Classification in Keras

cnn-for-text-classification

A simple CNN implementation in Keras.

cnn-text-classification-tf-chinese

CNN for Chinese Text Classification in Tensorflow

crf-ner

crfjava

To be the most simple CRF Java tool kit.

deep-learning-for-nlp-resources

List of resources to get started with Deep Learning for NLP.

deep-news-summarization

News summarization using sequence to sequence model with attention in TensorFlow.

deeplearningbook-chinese

Deep Learning Book Chinese Translation

dkn

A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)

dl4nlp

Deep Learning for NLP resources

emf

fast_adversarial

[ICLR 2020] A repository for extremely fast adversarial training using FGSM

fasttext

Library for fast text representation and classification.

gcn_ner

Graph Convolutional neural network named entity recognition

hallelujahim

hallelujahIM(哈利路亚 英文输入法) is an english input method with auto-suggestions and spell check features, Mac only.

han

Hierarchical Attention Network for Document Classification

imewlconverter

一款开源免费的输入法词库转换程序

information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

java-naive-bayes-classifier

A java classifier based on the naive Bayes approach.

jfasttext

Java interface for fastText