本科生科研

科研基础

Stanford CS197 Computer Science Research

Harvard CS197 AI Research Experience

Reproducible Deep Learning

导师选择

The Definitive ‘what do I ask/look for’ in a PhD Advisor Guide

如何选择导师 - 交大生存手册

本科生科研指南

彭思达 - Learning Research

GAMES003 科研基本素养

失败本科科研的一些共性

论文阅读

How to read a paper by Srinivasan Keshav

You are how you read by 沈向洋

How to read a research paper by Michael Mitzenmacher

论文写作

MIT EECS Commkit

Paper Writing Tips

Writing AI Conference Papers: A Handbook for Beginners

How to write an okay research paper by Sasha Rush

Microsoft Research - How to write a great research paper

How to write a good research paper by Bill Freeman

Tips for writing NLP papers by Vered Shwartz

How to write a technical paper or a research paper by Michael Ernst

How to Write Research Papers by Tao Xie

Common Technical Writing Issues by Tao Xie

Paper Writing Checklist by Zheng Zhang

学术交流

Tips for Giving Clear Talks by Kayvon Fatahalian

Advice on Research Communications Skills - Princeton CS

MIT EECS Commkit

研究经验

You and Your Research by Richard Hamming

Demystifying Good Research and Papers by Fei-Fei Li

Useful Thoughts about Research by H.T. Kung

How to do research by Bill Freeman

Soft Skills for PhD Researchers by Dragomir Radev

读博经验

李沐 - 博士这五年

田渊栋 - 博士五年总结

陈天奇 - 机器学习科研的十年

A Survival Guide to a PhD by Andrej Karpathy

叶小飞 - 关于我博士毕业的这件小事

For NLP/AI Researchers：预测未来 规划科研

清华大学飞跃手册 - 文章阅读