Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞
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Updated
Mar 26, 2026 - Python
Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞
Local, privacy-preserving semantic document search engine with citation verification
Automated citation verification system with Agentic self-learning. Validates academic metadata and semantic consistency using ML and multi-source databases. 具備 Agentic 自學能力的自動化學術引用驗證系統。整合多方資料庫與 ML 技術,精準確保文獻元資料及語義內容的一致性。
AI agent that verifies whether citations in documents truly support their claims. Parses docs, extracts claims, fetches sources, and assigns verdicts (SUPPORTED, NOT_SUPPORTED, etc.) with explanations. CLI, Python API, and REST API available.
Forensic reference-integrity auditor for academic publishing. Prompt-engineered deep-scan verification using Claude with live web search.
AI-powered citation verification tool that catches fake papers, fixes broken references, and validates academic sources against 200M+ papers. Built with Next.js + TypeScript.
A LangGraph-based reasoning engine with enforced citations for RAG.
Automate Claude Code optimization using constraints, metrics, and autonomous iterations to drive continuous improvement in research workflows.
本项目主要实现文献分类以及自动生成可溯源相关工作
Audit-Ready RAG with Citation Enforcement and Reliability Evaluation — COMP3931 Dissertation, University of Leeds
Automated research quality assurance. Catches fabricated citations, overclaimed results, irreproducible numbers.
Port Apple Silicon support for Karpathy’s autoresearch to run fixed-time training loops natively without PyTorch or CUDA dependencies.
Research Agora: Claude Code skills, benchmarks & tools for ML researchers — paper writing, citation verification, experiment tracking, LaTeX automation
A dataset that includes citations (source text and referenced text)
HALLMARK: Citation hallucination detection benchmark for ML papers — 2,525 entries, 14 hallucination types, 3 difficulty tiers, 10 baselines including LLMs and verification tools
Convert unstructured notes and text files into clear, actionable goals for project management using AI-driven analysis.
Enhance research paper writing by organizing workflows, improving structure, and supporting self-review for clear, logical, and well-aligned content.
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