Popular GitHub Repositories for Academic Literature

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

Paper reading notes on Deep Learning and Machine Learning

A curated list of adversarial attacks and defenses papers on graph-structured data.

Summary of key papers and blogs about diffusion models to learn about the topic. Detailed list of all published diffusion robotics papers.

Active learning for systematic reviews

This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text-to-SQL) techniques in the literature and provide practical guidance for researchers and practitioners. If we missed any interesting work, feel free to contact us.

A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.

Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)

Adversarial attacks and defenses on Graph Neural Networks.

StyleLLM文风大模型：基于大语言模型的文本风格迁移项目。Text style transfer base on Large Language Model. #文字修饰 # 润色 #风格模仿

Curated resources for discovering, reading, and working with arXiv papers

DECIMER Image Transformer is a deep-learning-based tool designed for automated recognition of chemical structure images. Leveraging transformer architectures, the model converts chemical images into SMILES strings, enabling the digitization of chemical data from scanned documents, literature, and patents.

A reading list for deep graph learning acceleration.

基于强化学习的深度推理翻译 (arXiv 预印本 2025)；DRT：基于长链式思维的深度推理翻译 (arXiv 预印本 2024)

Scholar Copilot is an intelligent academic writing assistant that enhances the research writing process through AI-powered text completion and citation suggestions

Advances on machine learning of graphs, covering the reading list of recent top academic conferences.

A comprehensive suite of tools, built to liberate science by making the creation, evaluation, and dissemination of research more transparent, affordable, and efficient.

A Systematic Literature Review on Large Language Models for Automated Program Repair