LittleStar-Angel

Text-Classification-Methods-Based-on-Deep-Learning

CHAN-DST

Code for our paper "A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking" (ACL2020)

fastNLP

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

PLMpapers

Must-read Papers on pre-trained language models.

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

VideoQADenseCapFrameGate-ACL2020

Code for ACL 2020 paper "Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA." Hyounghun Kim, Zineng Tang, Mohit Bansal.

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

CLUE

中文任务基准测评 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

CLUEDatasetSearch

搜索所有中文NLP数据集，附常用英文NLP数据集

CS224N-Stanford-Winter-2019

The collection of ALL relevant materials about CS224N-Stanford/Winter 2019 course. THANKS TO THE PROFESSOR AND TAs! 斯坦福大学CS224N 【2019】课程的【所有】相关的资料。感谢Chris Manning教授和Abigail See，感谢所有助教！

DETERRENT

gcmc

Re-Implement "Graph Convolutional Matrix Completion" (PyTorch and PyTorch Geometric)

GraphSTONE

An implementation of "Graph Structural-topic Neural Network"

hello-algorithm

本项目包括：1、我写的 30w 字图解算法题典 2、100 张各领域超清晰思维导图 3、小浩算法网站源代码

HeterSumGraph

Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"

Highway-Transformer

[ACL20] Implementation of Highway Transformer in PyTorch

nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

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_store

NLP杂货铺，python实现各种算法/工具，辅助算法理解/应用

OpenEA

A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

STCKA

Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention

text_bert_cnn

在bert模型的pre_training基础上进行text_cnn文本分类

TextSim_cn_finetune

微调预训练语言模型(BERT、Roberta、XLBert等),用于计算两个文本之间的相似度（通过句子对分类任务转换）,适用于中文文本

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

Transformers_for_Text_Classification

基于Transformers的文本分类

yousan.ai

Awesome resources of yousan.ai(closely related to deep learning).