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).
[ACIIDS'24] CDER: Collaborative Evidence Retrieval for Document-level Relation Extraction
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.
🔥🔥🔥EMNLP 2026 Main🔥🔥🔥 EvLink: Source-grounded evidence linking for Graph RAG
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.
Synthetic-data healthcare-AI research prototype (FastAPI + Next.js). Frozen retrieval evaluation; demo defaults to BM25 because it outperformed MiniLM/hybrid on that fixture. Not for clinical use. Does not claim HIPAA compliance.
Hybrid passage retrieval over the ISOT news corpus with TF-IDF, MiniLM, RRF, reproducible evaluation, and a documented classification baseline.
Context that works
Turn Claude Code into a research assistant. Search, ingest, retrieve, and analyze academic papers — zero CC source modification.
Evidence-grounded multi-agent policy review framework for Chinese local governance scenarios.
Evidence retrieval for Colombian misinformation: sourced, dated evidence instead of verdicts. Not a truth detector. v2 of NLP-Fake-News-Colombia.
Public AoA connector skeleton for policy-gated local search, graph, claim, and answer evidence from 4PDA topics and posts.
Public AoA connector skeleton for local Stack Overflow search, graph, claim, and answer evidence.
🔬 CPU-friendly Scientific Claim Verifier — retrieves evidence from 6 databases, classifies with NLI, and supports English & Persian
Permission-aware AoA connector skeleton for local Telegram conversation evidence, search, graph construction, answer packets, and evals.
Permission-aware AoA connector skeleton for local Discord conversation evidence, search, graph construction, answer packets, and evals.
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