Popular GitHub Repositories for Literature

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

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.

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.

Active learning for systematic reviews

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

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

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)

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

A continually updated list of literature on Reinforcement Learning from AI Feedback (RLAIF)

The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-dimensional) data distributions. In this survey, we provide an exhaustive literature review of 74 articles published in major RS and ML journals and conferences. This review serves as a reference for the RS community, working on the security of RS or on generative models using GANs to improve their quality.

???♂? Wisdom indexer — use AI to organize text snippets so you can actually remember & learn from what you read

Systematic Literature Review (SLR) using AI involves leveraging artificial intelligence techniques to automate and expedite the process of reviewing and synthesizing large volumes of scholarly literature.

Submod for MAS with AI based features

Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow

SciFive: a text-text transformer model for biomedical literature