学术写作

109 westlake-repl/Recommendation-Systems-without-Explicit-ID-Features-A-Literature-Review 预训练基础推荐模型论文清单Paper List of Pre-trained Foundation Recommender Models 证据综述 系统综述 写作 工程化 368 ★ 110 ymx10086/ResearchClaw ResearchClaw 是面向研究的个人 AI 助手：部署便捷，支持本地或云端运行，可与常用聊天应用集成；通过可扩展 skills，端到端简化文献综述、笔记、实验追踪与论文写作ResearchClaw is a personal AI assistant built for research: fast to set up, easy to run locally or in the cloud, and ready to integrate with the chat apps you already use. With extensible skills, it helps you streamline literature review, note-taking, experiment tracking, and paper writing—end to end. 论文写作 大纲与论文起草 批注与知识笔记系统综述 写作 Agent 智能体 Python 312 ★ 111 Aperivue/medsci-skills 面向医学研究的 Agent Skills——文献检索、报告规范与引用核查、统计、发表图表、投稿。兼容 Claude Code、Codex、Cursor 与 GitHub Copilot。由医师-研究者构建，在真实发表论文上验证。MIT 协议。Agent Skills for medical research — literature search, reporting-guideline & citation checks, statistics, publication figures, submission. Works with Claude Code, Codex, Cursor & GitHub Copilot. Built by a physician-researcher, tested on real publications. MIT. 证据综述 系统综述 科研图表与表格文献检索与全文获取 引用写作 Agent 智能体 Python 269 ★ 112 lingzhi227/agent-research-skills Claude Code 的 skills —— deep-research：系统性学术文献综述Skills for Claude Code — deep-research: systematic academic literature review 证据综述 系统综述 Agent 智能体 Python +7/周 266 ★ 113 anoopkcn/obsidian-reference-map 用于文献综述与发现的参考文献及引文图谱Reference and citation map for literature review and discovery 证据综述 系统综述 引用 工程化 TypeScript 250 ★ 114 redbaronyyyyy-eng/humanizer-zh-academic 🎓 降低中文学术写作 AIGC 检测率的 Claude Code Skill | Reduce AIGC detection rate for Chinese academic writing 论文写作 研究诚信与 AI 写作治理 大纲与论文起草 Skill写作 安全与风险 +21/周 246 ★ 115 iSEngLab/AwesomeLLM4APR [TOSEM 2026] 大语言模型在自动化程序修复中的系统文献综述[TOSEM 2026]A Systematic Literature Review on Large Language Models for Automated Program Repair 证据综述 系统综述 引用 工程化 244 ★ 116 VisionVerse/RemoteSensing-Restoration-Survey [ISPRS 2026] 遥感图像去雾：进展、挑战与前景的系统综述[ISPRS 2026] Remote Sensing Image Dehazing: A Systematic Review of Progress, Challenges, and Prospects 证据综述 系统综述 引用 多模态 Python 231 ★ 117 LMDHQ-0420/ResearchPilot-Skills 自动化学术研究工作流 Skill，覆盖方向探索、文献综述、思路形成、实验设计、代码实现到论文写作Automated Academic Research Workflow Skill. From direction exploration, literature review, and idea development to experiment design, code implementation, and paper writing. 论文写作 大纲与论文起草 系统综述 Skill写作 Agent 智能体 Batchfile +7/周 225 ★ 118 WenyuChiou/ai-research-skills 面向研究工作流的通用 SKILL.md 目录：覆盖文献综述、研究设计、项目记忆、稿件写作与跨 Agent 委托，兼容 Claude Code、Codex、Gemini、Cursor、OpenClaw 及通用 AI 客户端Universal SKILL.md catalog for research workflows: literature review, research design, project memory, manuscript writing, and cross-agent delegation for Claude Code, Codex, Gemini, Cursor, OpenClaw, and generic AI clients. 研究执行 研究设计与方法 系统综述大纲与论文起草 Skill写作 Agent 智能体 Python +7/周 202 ★ 119 Dianel555/paper-search-mcp-nodejs Model Context Protocol (MCP) 服务器的 Node.js 实现，支持从多源（包括 **Web of Science**、arXiv 等）搜索和下载学术论文。A Node.js implementation of the Model Context Protocol (MCP) server for searching and downloading academic papers from multiple sources, including **Web of Science**, arXiv, and more. 文献发现 文献检索与全文获取 MCP写作 Agent 智能体 TypeScript +1/周 181 ★ 120 iblameandrew/deepsearch-academic Google Deep Search 的实现，支持 1000+ 篇参考文献、本地推理、使用 RAPTOR 与抓取会话对话以及报告生成。An implementation of Google Deep Search with support for 1000+ references, local inference, chatting with your scraping session using RAPTOR, and report generation. 文献发现 文献检索与全文获取 LLM 基础设施 Python 181 ★ 121 Agents365-ai/paper-fetch DOI → PDF 解析器，7 源回退（Unpaywall、S2、arXiv、PMC、bioRxiv、出版商、Sci-Hub）。支持多 Agent，零依赖 Python。DOI → PDF resolver with 7-source fallback (Unpaywall, S2, arXiv, PMC, bioRxiv, publisher, Sci-Hub). Multi-agent, zero-deps Python. 文献发现 文献检索与全文获取 PDF写作 Agent 智能体 Python +7/周 175 ★ 122 Epsilon617/Codex-Academic-Skills 适用于 OpenAI Codex 的研究类 skills 精选清单，覆盖写作、文献综述、评估与研究工作流A curated list of research-oriented skills usable in OpenAI Codex, covering writing, literature review, evaluation, and research workflows. 证据综述 系统综述 写作 评测基准 Python 169 ★ 123 sisinflab/adversarial-recommender-systems-survey 本综述目标有二：(i) 综述对抗机器学习（AML）在推荐系统（RS）安全上的最新进展，即攻击与防御推荐模型；(ii) 展示 AML 在生成对抗网络（GAN）生成应用中的成功应用，得益于其学习（高维）数据分布的能力。本文对发表于主流 RS 与 ML 期刊会议的 74 篇文献进行了详尽综述，可作为 RS 社区在推荐系统安全及利用 GAN 提升生成模型质量方面的参考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. 证据综述 系统综述 安全与风险 166 ★ 124 zongmin-yu/semantic-scholar-fastmcp-mcp-server Semantic Scholar API 的 FastMCP 服务器实现，提供学术论文数据、作者信息及引用网络的全面访问。A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks. 文献发现 文献检索与全文获取 论文推荐与学术图谱 引用MCP写作 Agent 智能体 Python 164 ★ 125 matsuikentaro1/humanizer_academic 适用于 Claude Code 的 Skill，去除学术医学论文中的 AI 生成痕迹，使文本更自然、更具专业写作风格A Claude Code skill that removes signs of AI-generated writing from academic medical papers, making them sound more natural and professionally written. 论文写作 研究诚信与 AI 写作治理 Skill写作 安全与风险 162 ★ 126 hubertjb/dl-eeg-review 深度学习与 EEG 系统文献综述的补充材料Supplementary material for systematic literature review on deep learning and EEG. 证据综述 系统综述 多模态 Python 159 ★ 127 softmaple/softmaple 一个论文排版编辑器A Paper Typesetting Editor 投稿发表 排版与论文模板 LaTeX写作 工程化 TypeScript 157 ★ 128 drshahizan/SLR-FC 使用 AI 的系统文献综述（SLR）借助人工智能技术，自动加速海量学术文献的审阅与综合过程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. 证据综述 系统综述 引用 工程化 151 ★ 129 OpenRaiser/PaperFlow 📚 PaperFlow：动态个性化的科学论文推荐、阅读与报告生成📚 PaperFlow: Dynamic personalized scientific-paper recommendation, reading, and reporting 研究执行 研究设计与方法 论文推荐与学术图谱 写作 RAG 检索增强 Python 148 ★ 130 LocalCitationNetwork/LocalCitationNetwork.github.io 该 Web 应用基于 OpenAlex（OA）、Semantic Scholar（S2）与 Crossref（CR）的元数据，结合本地引文网络，辅助科研人员开展文献综述This web app aims to help scientists with their literature review using metadata from OpenAlex (OA), Semantic Scholar (S2) and Crossref (CR) in local citation networks. 文献发现 论文推荐与学术图谱 文献检索与全文获取系统综述 引用 RAG 检索增强 JavaScript 143 ★ 131 drshahizan/obsidian Obsidian.md 是一款专为学术写作打造的出色笔记应用。本仓库是"使用 AI 进行系统文献综述"研讨会活动的组成部分。Obsidian.md stands out as an exceptional note-taking application tailored specifically for academic writing. This repository is part of the activities for the Systematic Literature Review using AI workshop. 证据综述 系统综述 批注与知识笔记大纲与论文起草 引用写作 工程化 HTML 137 ★ 132 O0000-code/paper-search-pro 以 Skill 形式实现的学术文献发现 — 支持 Claude Code · Codex · 任何能加载 SKILL.md 的 Agent。五大数据源 · 四级分层 · 单文件 Shadcn 报告。Academic literature discovery as a Skill — Claude Code · Codex · any agent that loads SKILL.md. Five sources · four tiers · single-file Shadcn report. 文献发现 文献检索与全文获取 Skill写作 Agent 智能体 HTML +14/周 132 ★ 133 rushei1/lazy-researcher-toolkit 一个全栈 AI 驱动应用，自动抓取、摘要、聚类并格式化研究论文为结构化文献综述——为研究者节省大量人工时间。A full-stack AI-powered application that automatically fetches, summarizes, clusters, and formats research papers into a structured literature review — saving researchers hours of manual effort. 证据综述 系统综述 Agent 智能体 Python 132 ★ 134 texpile/texpile 一款现代化的本地离线 LaTeX 与 Typst 编辑器，同时支持可视化编辑与源码编辑。A modern, local, offline LaTeX & Typst editor with both visual and source editing. 投稿发表 排版与论文模板 LaTeX 工程化 TypeScript 127 ★ 135 Demfier/openleaf 面向 Overleaf 的 AI 驱动引用搜索与论文审阅 Chrome 扩展插件。类似 Google Scholar，但内置于 Overleaf 中。同时兼容 OpenAI Prism 和 Opera。AI-powered citation search & paper review for Overleaf — Chrome extension. Think Google Scholar but inside Overleaf. Also works with OpenAI Prism, & Opera. 投稿发表 排版与论文模板 引用LaTeX写作 RAG 检索增强 TypeScript 127 ★ 136 clover-Saber/Review-Helper Review Helper 是一款 AI 工具，帮助研究者快速摘要、整理和评估学术论文。它通过自动化关键任务来简化文献综述流程，使研究更高效、更准确。Review Helper is an AI tool that helps researchers quickly summarize, organize, and evaluate academic papers. It streamlines literature reviews by automating key tasks, making research more efficient and accurate. 证据综述 系统综述 评测基准 JavaScript 127 ★ 137 paulamartingonzalez/Targeted_Literature_Reviews_via_webscraping 针对给定查询进行网页爬取以获取文章，返回包含标题、摘要、DOI 和参考文献的电子表格。Web scraping to get articles for a given query. It returns an spreadsheet with titles, abstracts, doi and references of the article 证据综述 系统综述 文献检索与全文获取 RAG 检索增强 Jupyter Notebook 125 ★ 138 elizagrames/litsearchr litsearchr 是一个 R 包，利用关键词共现网络部分自动化系统综述的检索词选择，除识别检索词外，还能编写布尔检索式并翻译为 50 余种语言。litsearchr is an R package to partially automate search term selection for systematic reviews using keyword co-occurrence networks. In addition to identifying search terms, it can write Boolean searches and translate them into over 50 languages. 证据综述 系统综述 翻译与 OCR 翻译引用 工程化 R 125 ★ 139 littlelelephant/literature-review-agent 基于 LangGraph 的 Agent，支持文献检索、证据筛选、大纲生成以及基于证据的综述撰写。A LangGraph-powered agent for literature search, evidence screening, outline generation, and evidence-grounded review writing. 证据综述 系统综述 文献检索与全文获取 写作 Agent 智能体 Python 122 ★ 140 PouriaRouzrokh/LatteReview LatteReview Python 包的官方仓库。LatteReview 是一个低代码 Python 包，旨在通过 AI 驱动的 Agent 自动化系统文献综述流程。This is the repository for the LatteReview python package. LatteReview is a low-code Python package designed to automate systematic literature review processes through AI-powered agents. 证据综述 系统综述 Agent 智能体 Jupyter Notebook 119 ★ 141 SpeedAI-team/HumanizerAI 降AIGC率，降低知网、维普、格子达平台的AIGC检测率，降知网AI，降维普AI，降格子达AI。 论文写作 研究诚信与 AI 写作治理 写作 安全与风险 HTML 117 ★ 142 htlin222/meta-pipe 由 Claude Code 驱动的端到端元分析自动化：AI 辅助文献综述、筛选、提取、分析与稿件生成，面向系统综述和临床证据合成。Claude Code-powered end-to-end meta-analysis automation: AI-assisted literature review, screening, extraction, analysis, and manuscript generation for systematic reviews and clinical evidence synthesis 证据综述 系统综述 Meta 分析与证据综合 引用写作 Agent 智能体 Python 115 ★ 143 dlesbre/bibtex-autocomplete 用于自动补全 bibtex 文献的 Python 包Python package to autocomplete bibtex bibliographies 阅读管理 文献与引用管理 引用 数据与向量库 Python +7/周 111 ★ 144 asreview/synergy-dataset SYNERGY——系统综述研究筛选的开放机器学习数据集SYNERGY - Open machine learning dataset on study selection in systematic reviews 证据综述 系统综述 引用 评测基准 Python 111 ★