学术写作

73 SYSUSELab/From-Data-to-Code 系统综述与论文清单：探索面向代码的 LLM 中数据与代码质量问题的映射、检测与治理。Systematic review and paper list exploring the mapping, detection, and governance of data and code quality issues in Large Language Models for Code. 证据综述 系统综述 引用写作 评测基准 SCSS 3 ★ 74 Sito0914/LitPilot 利用 LLM 提示词、证据链接笔记、Excel 跟踪与跨论文综合，从 PDF 自动生成博士文献综述Automate PhD literature reviews from PDFs with LLM prompts, evidence-linked notes, Excel tracking, and cross-paper synthesis. 证据综述 系统综述 翻译与 OCR PDFOCR写作 RAG 检索增强 Python 3 ★ 75 lyx2022518/sherlock-ai-plugin 🛠️ 使用 Sherlock AI Plugin 将研究论文转化为可执行代码，是你高效进行文献综述与实现工作的必备工具。🛠️ Transform research papers into executable code with Sherlock AI Plugin, your essential tool for efficient literature review and implementation. 证据综述 系统综述 可视化写作 Agent 智能体 TypeScript 3 ★ 76 kashmirscien3399/skills 通过用于获取 arXiv 论文、提取技术细节与跟踪引用的研究 Skill，为 Agent 工作流自动化文献综述。Automate literature reviews with research skills for fetching arXiv papers, extracting technical details, and tracking citations for agent workflows. 证据综述 系统综述 MCP Agent 智能体 Python 3 ★ 77 jin-s13/awesome-auto-research-hub 自动化科研 AI 系统的精选枢纽：覆盖文献综述、调研综合、实验设计与执行、论文写作、AI 科学家与自主研究 AgentA curated hub for AI systems that automate scientific research: literature review, survey synthesis, experiment design and execution, paper writing, AI scientists, and autonomous research agents. 证据综述 系统综述 大纲与论文起草 写作 Agent 智能体 3 ★ 78 Instructional-Research-Group-IRG/network-meta-analysis 用于多元 meta 分析（含标准 NMA 与 cNMA）的 IRG 仓库。IRG repository for multivariate meta-analyses, including standard NMAs and cNMAs 证据综述 Meta 分析与证据综合 工程化 R 3 ★ 79 gallantlab/literature-review-toolkit 驱动 LLM agent 完成结构化学术文献综述的通用工具包。Topic-agnostic toolkit for driving an LLM agent through a structured academic literature review 证据综述 系统综述 Agent 智能体 Python 3 ★ 80 zhenhuanZ/DIA-Review 论文《Deep Learning in Dental Image Analysis: A Systematic Review of Datasets, Methodologies, and Emerging Challenges》的官方项目主页。The official project homepage for the paper "Deep Learning in Dental Image Analysis: A Systematic Review of Datasets, Methodologies, and Emerging Challenges" 证据综述 系统综述 引用写作 多模态 2 ★ 81 vijayachitrabio/SLE_MetaAnalysis 欧洲血统系统性红斑狼疮 GWAS Meta 分析研究代码，集成功能基因组学数据 (GEx/DICE)Research code for Meta-Analysis of SLE GWAS in Euroean Ancestry with functional genomics integration (GEx/DICE). 证据综述 Meta 分析与证据综合 工程化 R 2 ★ 82 tobias-weiss-ai-xr/marketing-research 最新营销趋势：数据驱动、自动校验的文献综述Latest marketing trends: data-driven, auto-validated literature review (AI & generative marketing, digital/performance, social & creator, privacy-first data, analytics/MMM, B2B/ABM, CX & retail) 证据综述 系统综述 工程化 Python 2 ★ 83 sushmoynandi/ResearchTrack ResearchTrack 是面向大学实验室、导师与学生研究者的学术研究实验室与文献管理平台，集中管理文献综述、独立学生论文综合以及多范围论文分配（个人、实验室级、子组级）ResearchTrack is an academic research laboratory and literature management platform designed for university labs, faculty advisors, and student researchers. It centralizes literature reviews, isolated student paper syntheses, multi-scope paper assignments (individual, lab-wide, and sub-group-wise) 证据综述 系统综述 写作 工程化 TypeScript 2 ★ 84 SamInMotion/Medical-intervention-text-classification 硕士论文（UiB，计算语言学，2023）及扩展工作。针对系统综述筛选的文本分类。原始 11 工作流分析结合 NEO ontology 集成，以及 Cohen 等人（2006）药物类别基准的扩展，比较 BoW 与 BiomedBERT。Master's thesis (UiB, Computational Linguistics, 2023) and extension work. Text classification for systematic review screening. Original 11-workflow analysis with NEO ontology integration plus Cohen et al. (2006) drug-class benchmark extension comparing BoW and BiomedBERT. 证据综述 系统综述 引用 评测基准 Python 2 ★ 85 rehbel/consensusmind 使用 ConsensusMind 这一自主 AI Agent 对区块链共识机制进行全面深入的研究，涵盖文献综述、模拟与学术写作。🤖 Conduct thorough research on blockchain consensus mechanisms with ConsensusMind, an autonomous AI agent for literature review, simulations, and academic writing. 证据综述 系统综述 大纲与论文起草 写作 Agent 智能体 Rust 2 ★ 86 QiuyuYu3/AILR-AI-assisted-literature-review-pipeline 一个用于开展系统/范围文献综述的桌面应用，由 AI 担任第二审稿人A desktop app for running systematic / scoping literature reviews with an AI as a second reviewer. 证据综述 系统综述 Agent 智能体 Python 2 ★ 87 PranayMahendrakar/arxiv-llm-analyzer 🤖 自主研究论文分析器——下载 arXiv 论文，通过 HuggingFace Transformers 运行本地 LLM 分析，并将 AI 生成的文献综述发布至 GitHub Pages。🤖 Autonomous Research Paper Analyzer — Downloads arXiv papers, runs local LLM analysis via HuggingFace Transformers, and publishes AI-generated literature reviews to GitHub Pages 证据综述 系统综述 写作 RAG 检索增强 Python 2 ★ 88 pirl-unc/io-resistance-genie [进行中 / 实验性] 关于免疫检查点抑制剂耐药性的活态文献综述。[WIP / experiment] Living literature review of resistance to immune checkpoint inhibitors 证据综述 系统综述 RAG 检索增强 Python 2 ★ 89 jongan69/YouTubeResearchAI 将任意视频链接转化为博士级研究报告。自动化学术流水线：一键完成下载、转写、检索同行评审文献、核查论据并生成带引用的报告。免费且开源。Turn any video url into a PhD-grade research report. Automated academic pipeline: download, transcribe, search peer-reviewed literature, verify claims, generate cited reports — all with one command. Free & open source. 证据综述 系统综述 文献检索与全文获取Meta 分析与证据综合 多模态 JavaScript 2 ★ 90 Aukexecutivedepartment5152/PaperOrchestra 通过面向编码 Agent 的多 Agent Skill 工具包自动化论文写作，使用 PaperOrchestra 流水线将非结构化数据转换为 LaTeX 论文Automate research paper writing with this multi-agent skill pack for coding agents. Convert unstructured data into LaTeX papers using the PaperOrchestra pipeline. 证据综述 系统综述 文献检索与全文获取大纲与论文起草 LaTeXSkill写作 Agent 智能体 Python 2 ★ 91 attavit14203638/transformer-tree-survey 论文《Transformer-Based Tree Extraction from Remote Sensing Imagery: A Systematic Review》的补充代码库。Supplementary repository for: Transformer-Based Tree Extraction from Remote Sensing Imagery: A Systematic Review 证据综述 系统综述 引用 多模态 Python 2 ★ 92 zebulensharedout782/deep-researcher 搜索 Google Scholar，使用 OpenAlex 增强论文信息，并在本地构建结构化文献综述Search Google Scholar, enrich papers with OpenAlex, and build structured literature reviews locally. 证据综述 系统综述 论文推荐与学术图谱 RAG 检索增强 Python 1 ★ 93 yib0liu/literature_reviews 证据综述 系统综述 RAG 检索增强 1 ★ 94 vualidon/systematic-literature-review-skill 证据综述 系统综述 Skill Agent 智能体 Python 1 ★ 95 thuyhuongctu/M-AIDA Meta 分析研究软件：通过厂商无关的 LLM 适配器从学术 PDF 中半自动提取效应量，由首席研究员进行人机协同验证，并采用不可变的数据锁定流程，导出可用于三层 Meta 分析回归的可复现效应量数据集Research software for meta-analysis: semi-automated effect-size extraction from academic PDFs with a vendor-neutral large-language-model adapter, human-in-the-loop verification by the principal investigator, and an immutable data-lock workflow that exports a reproducible effect-size dataset for three-level meta-analytic regression. 证据综述 Meta 分析与证据综合 数据与统计分析 Agent 智能体 HTML 1 ★ 96 thebravebasil/labrelay LabRelay 连接需要处理可管理研究任务（文献综述、数据录入、问卷外联）的教授与医生，以及寻求真实经验和入门途径的学生。LabRelay connects professors and doctors who need help with manageable research tasks — literature reviews, data entry, survey outreach — with students who want real experience and a way in. 证据综述 系统综述 Agent 智能体 HTML 1 ★ 97 sukruth-vicky/AI-in-Business-Analytics-and-Decision-Making-A-Systematic-Review 系统综述：探讨 AI 如何通过前沿研究、实践应用与未来方向，增强商业分析与组织决策。A systematic review exploring how Artificial Intelligence enhances Business Analytics and organizational decision-making through contemporary research, practical applications, and future research directions. 证据综述 系统综述 引用 工程化 1 ★ 98 StanfordBioinformatics/wearable-papers-review-llm 本仓库包含一个纯 Python 工作流，用于消费级可穿戴设备系统综述论文中的两项可复现任务。This repository contains a plain-Python workflow for two reproducible tasks used in a consumer wearable systematic review paper. 证据综述 系统综述 引用写作 RAG 检索增强 Python 1 ★ 99 SeanYan9/graduate-thesis-workbench 证据把关的研究生论文写作工作台：涵盖章节规划、文献综述、引文核验、DOCX 编辑、配图、作者署名/AIGC 感知审阅与最终 QAEvidence-gated graduate thesis writing workbench: chapter planning, literature review, citation verification, DOCX editing, figures, authorship/AIGC-aware review, and final QA. 证据综述 系统综述 大纲与论文起草 引用写作 RAG 检索增强 Python 1 ★ 100 sarder-abedin/BeeSearch 系统文献综述与研究笔记。Systematic Literature Review and Research Notebook 证据综述 系统综述 RAG 检索增强 Python 1 ★ 101 RedDeadDepresso/systematic-review-tool 用于系统文献综述的 Web 应用，类似于 Rayyan 与 Parsifal。A web app for systematic literature reviews, similar to Rayyan and Parsifal. 证据综述 系统综述 引用 工程化 TypeScript 1 ★ 102 raphaelfh/prumo Review Hub - 用于系统文献综述的 FastAPI 后端Review Hub - FastAPI Backend for Systematic Literature Review 证据综述 系统综述 RAG 检索增强 Python 1 ★ 103 R16-srihari/Orbital-Uncertainty-Propagation-Literature-Review 轨道不确定性传播方法的综合性文献综述。Comprehensive literature review of Orbital uncertainty propagation methods 证据综述 系统综述 工程化 HTML 1 ★ 104 parthchandak02/literature-review-assistant AI 辅助的文献综述与综合工作流。AI-assisted literature review and synthesis workflows 证据综述 系统综述 RAG 检索增强 Python 1 ★ 105 noora-noureldin2000/MedDraft_AI- MedDraft_AI 是一个专用于学术医学研究写作的本地优先自主流水线——支持论著、硕士与博士学位论文、系统综述、叙述综述、范围综述、Meta 分析、研究方案与临床报告。MedDraft_AI is an autonomous local-first pipeline designed exclusively for academic medical research writing — manuscripts, theses, dissertations, systematic reviews, narrative reviews, scoping reviews, meta-analyses, protocols, and clinical reports. 证据综述 系统综述 大纲与论文起草 引用写作 Agent 智能体 Python 1 ★ 106 msamribeiro/speech-generation-wiki TTS、语音转换与口语对话 Agent 的活体系统综述Living systematic review of TTS, voice conversion, and spoken conversational agents 证据综述 系统综述 引用 多模态 1 ★ 107 MattiaMarchi/ADHD-SUD_NMA 本仓库包含用于复现论文《Pharmacological treatments for ADHD and comorbid substance use disorder: a systematic review and network meta-analysis》中数据库与分析的 R 代码。This repository holds the R codes for reproducing the databases and analyses in my paper "Pharmacological treatments for ADHD and comorbid substance use disorder: a systematic review and network meta-analysis". 证据综述 Meta 分析与证据综合 系统综述 引用写作 数据与向量库 R 1 ★ 108 LukasWallrich/pilot_meta_extracter 用于系统综述与 meta 分析的 R 脚本，可从 DOI 提取全面的元数据。R scripts for extracting comprehensive metadata from DOIs for systematic reviews and meta-analyses 证据综述 系统综述 引用 数据与向量库 HTML 1 ★