evidence-retrieval

Fact Extraction and VERification baseline published in NAACL2018

Knowledge-enhanced multimodal Fire Safety Agent with two-hop reasoning, evidence-tree RAG, open-set guardrails, and four-layer memory.

About Official repository for "Towards Real-Time Fake News Detection under Evidence Scarcity"

UniMelb COMP90042 (2024 S1) group project — automated fact-checking of climate-change claims via TF-IDF evidence retrieval + Transformer/LSTM claim classification (PyTorch).

This project aims to detect fake claims based on retrieved evidence. It achieved a top 4 ranking in the final project competition on Codalab for the COMP90042 Natural Language Processing Subject at the University of Melbourne.

[ACIIDS'24] CDER: Collaborative Evidence Retrieval for Document-level Relation Extraction

Research workrooms for AI agents: evidence retrieval, citation audit, adversarial review, peer review gates, and clean final reports.

Legal-safe RAG chatbot for Vietnamese traffic penalty Q&A based on Decree 168/2024/ND-CP, using FastAPI, BM25, evidence filtering, and a lightweight web UI.

🏥 AI-powered medical report generation with RAG, HIPAA compliance, and Next.js frontend

Context that works

Public AoA connector skeleton for policy-gated local search, graph, claim, and answer evidence from 4PDA topics and posts.

Evidence-grounded multi-agent policy review framework for Chinese local governance scenarios.

Turn Claude Code into a research assistant. Search, ingest, retrieve, and analyze academic papers — zero CC source modification.

Public AoA connector skeleton for local Stack Overflow search, graph, claim, and answer evidence.

Permission-aware AoA connector skeleton for local Telegram conversation evidence, search, graph construction, answer packets, and evals.

🔬 CPU-friendly Scientific Claim Verifier — retrieves evidence from 6 databases, classifies with NLI, and supports English & Persian

Public AoA connector skeleton for local, provenance-aware XDA search, graph, claim, and answer evidence.

Permission-aware AoA connector skeleton for local Discord conversation evidence, search, graph construction, answer packets, and evals.

Evidence-backed badminton coaching Skill for Codex with timestamped public-video sources.

An explainable, context-aware AI system designed to detect out-of-context misinformation. By evaluating cross-modal consistency with CLIP, retrieving real-world evidence via reverse image search, and reasoning with local VLMs, it provides justified fact-checking support rather than just black-box verdicts.