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albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

bert-bilstm-crf-ner-pytorch

Pytorch BERT-BiLSTM-CRF For NER

bert-ner-pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

bert4doc-classification

使用bert进行下游finetun的技巧Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

bilstm-crf-ner-pytorch

This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.

chatbot-training-corpus

总结了一些可以用作聊天机器人训练实作的文字语聊，包含中英文不同语言

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

chinese-electra

Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）

chinese-nlp-corpus

Collections of Chinese NLP corpus

chinese-xlnet

Pre-Trained Chinese XLNet（中文XLNet预训练模型）

chinese_coreference_resolution

基于SpanBert的中文指代消解，pytorch实现

coconlp

A Chinese information extraction tool.

csn-sapr

deepner

天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch

dureader-checklist-baseline

百度2021年语言与智能技术竞赛机器阅读理解torch版baseline/MRC_input_question_context

e2e-coref

End-to-end Neural Coreference Resolution

ernie-pytorch

ERNIE Pytorch Version

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

git-tips

:trollface:Git的奇技淫巧

google-research

Google Research

gpt2-chinese

Chinese version of GPT2 training code, using BERT tokenizer.

gpt2-chitchat

GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI**)

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

mosesdecoder

Moses, the machine translation system

mrc_competition_dureader

机器阅读理解 冠军/亚军代码及中文预训练MRC模型

neuralnlp-neuralclassifier

An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

nlp

:memo: This repository recorded my NLP journey.

nlp_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

nlp_pytorch_project

Embedding, NMT, Text_Classification, Text_Generation, NER etc.