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awesome-chinese-nlp

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

awesome-deep-learning-papers-for-search-recommendation-advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

awesome-nlg

A curated list of resources dedicated to Natural Language Generation (NLG)

chinese-bert-wwm

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

coherece_bert

files2rouge

Calculating ROUGE score between two files (line-by-line)

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

gnnpapers

Must-read papers on graph neural networks (GNN)

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

machine-learning-in-action-python3

《机器学习实战》python3源码

matchsum

Code for ACL 2020 paper: "Extractive Summarization as Text Matching"

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

mylearning

nlp

NLP for deep learning, Search engine

nlp-competitions-list-review

复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_overview

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

paper-reading

深度学习经典、新论文逐段精读

plmpapers

Must-read Papers on pre-trained language models.

pytorch-baselines

A fork of the fork of OpenAI Baselines, implementations of reinforcement learning algorithms based on pytorch

pytorch-distributed

A quickstart and benchmark for pytorch distributed training.

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]

pytorch_ner_bilstm_cnn_crf

End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF implement in pyotrch

ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

seine7ee.github.io

stanza

Official Stanford NLP Python Library for Many Human Languages

summarization_paper

Papers on summarization published in recent years

tener_toolkit

text-summarization-papers

An Exhaustive Paper List for Text Summarization