Canyu Chen's repositories
ABigSurvey
A collection of 400+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)
Awesome-Machine-Generated-Text
Continuously updated list of related resources for generative LLMs like GPT and their analysis and detection.
BERT-related-papers
BERT-related papers
Best-websites-a-programmer-should-visit
:link: Some useful websites for programmers.
Book2_Beauty-of-Data-Visualization
Book_2_《可视之美》 | 鸢尾花书：从加减乘除到机器学习；开始上传PDF草稿、Jupyter笔记。文件还会经过至少两轮修改，改动会很大，大家注意下载最新版本。请多提意见，谢谢
chatgpt-prompt-engineering
Jupyter code notebooks of "ChatGPT Prompt Engineering for Developers" by DeepLearning.AI and OpenAI.
EfficientDNNs
Collection of recent methods on DNN compression and acceleration
fairness-in-ml
This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.
gdown
Download a large file from Google Drive (curl/wget fails because of the security notice).
GNN4NLP-Papers
A list of recent papers about Graph Neural Network methods applied in NLP areas.
k-anonymity
Evaluating variety of k-Anonymity techniques.
knowledge-distillation-pytorch
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
Knowledge-Distillation-Zoo
Pytorch implementation of various Knowledge Distillation (KD) methods.
MetaLearning4NLP-Papers
A list of recent papers about Meta / few-shot learning methods applied in NLP areas.
MTBook
《机器翻译：统计建模与深度学习方法 (第二版)》肖桐 朱靖波 著 - Machine Translation: Statistical Modeling and Deep Learning Methods (2nd Version)
prompt-engineering-for-developers
吴恩达《ChatGPT Prompt Engineering for Developers》课程中文版，视频地址：https://www.bilibili.com/video/BV1Bo4y1A7FU
PROP
PROP: Pre-training with Representative Words Prediction for Ad-hoc Retrieval
text_classification
all kinds of text classification models and more with deep learning
WokerLifeMatters
各大公司作息统计
WordGCN
ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks