KunWangR

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chinese_chatbot_corpus

中文公开聊天语料库

Apache-2.01100

chatdata

高质量闲聊数据介绍

600

bert4keras

keras implement of transformers for humans

Language:PythonApache-2.0533200

embedding_study

中文预训练模型生成字向量学习，测试BERT，ELMO的中文效果

Language:Python9700

QANet

A Tensorflow implementation of QANet for machine reading comprehension

Language:PythonMIT98300

ELMo_Chin

use ELMo in chinese environment

Language:PythonApache-2.010400

nlp_research

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成四大任务

Language:PythonMIT18500

qanet

Tensorflow QANet with ELMo

Language:Python1500

simple_elmo

Simple library to work with pre-trained ELMo models in TensorFlow

Language:PythonGPL-3.05200

ELMoNER

基于ELMo, tensorflow的中文命名实体标注 Chinese Named Entity Recognition Based on ELMo

Language:Python2200

AnyQ

FAQ-based Question Answering System

Language:C++Apache-2.0257600

bert_and_ernie

TensorFlow code and pre-trained models for BERT and ERNIE

Language:PythonApache-2.014200

bert-distillation

Language Model Distillation for Text Classification (CS 244r, Spring 2019)

Language:Jupyter Notebook500

to_distill_or_not

model compression using bert and knowledge distillation

Language:Jupyter Notebook100

roberta-wwm-base-distill

this is roberta wwm base distilled model which was distilled from roberta wwm by roberta wwm large

Language:PythonApache-2.06500

Knowledge-distillation-using-BERT

Using Google's pretrained language model, BERT, I aim to train a smaller bidirectional LSTM model with knowledge distillation. The kaggle dataset from Toxic Comment classification is used for this task.

Language:PythonMIT700

MIMO_CFE

Source code for the EMNLP 2019 paper "Multi-Input Multi-Output Sequence Labeling for Joint Extraction of Fact and Condition Tuples from Scientific Text" (给定科研文本如生物医药文献，联合抽取其中事实三元组、条件三元组，即对文献进行信息结构化)

Language:PythonApache-2.02100

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

MIT929100

KD-Bert

Knowledge Distillation Simple Demo

Language:Python100

sha-rnn

Single Headed Attention RNN - "Stop thinking with your head"

Language:Python117600

KBQA-BERT

基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式

Language:PythonMIT144000

bert_language_understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Language:Python95900

Capsule

A Capsule Implement with Pure Keras

Language:Python35000

CapsE

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)

Language:PythonApache-2.014300

Capsule-Text-Classification

利用keras搭建的胶囊网络（capsule network文本分类模型，包含RNN、CNN、HAN等，其中keras_utils包含了capsule层和attention层的keras实现

Language:Python7700

simpletransformers

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

Language:PythonApache-2.0404000

distillation-BERT

knowledge distillation on BERT

Language:PythonApache-2.02900

distill-bert

Knowledge Distillation from BERT

Language:PythonApache-2.05100

xlnet_zh

中文预训练XLNet模型: Pre-Trained Chinese XLNet_Large

Language:Python22800

Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

Language:PythonApache-2.01169000