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autophrase

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

bert-chinese-ner

使用预训练语言模型BERT做中文NER

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

bert-ner

Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

bert_chinese_classification

本实验，是用BERT进行中文情感分类，记录了详细操作及完整程序

bert_seq2seq

pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持t5模型，支持GPT2进行文章续写。

biogpt

chinesener

基于Bi-GRU + CRF 的中文机构名、人名识别, 支持google bert模型

ctr

Collaborative modeling for recommendation. Implements variational inference for a collaborative topic models. These models recommend items to users based on item content and other users' ratings.

deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

dialogue-utterance-rewriter

ACL 2019论文复现：Improving Multi-turn Dialogue Modelling with Utterance ReWriter

dl_nlp

dssm

DSSM and Multi-View DSSM

hello-world

helloworld

the start

insuranceqa-corpus-zh

:helicopter: 保险行业语料库，聊天机器人

mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

nlp_deeplearning

从入门到精通

nlp_learning

nlp_pytorch_project

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

oie-resources

A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.

querygeneration

sltk

序列化标注工具，基于PyTorch实现BLSTM-CNN-CRF模型，CoNLL 2003 English NER测试集F1值为91.10%（word and char feature）。

structured-self-attentive-sentence-embedding

An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' published by IBM and MILA.

textclassify_with_bert

使用BERT模型做文本分类；面向工业用途

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

unilm

UniLM AI - Large-scale Self-supervised Pre-training across Tasks, Languages, and Modalities