Scientific Claim–Evidence Consistency Checker

Claim
AI
Evidence

DeBERTa-v3-base trained on MultiNLI, fine-tuned on SciFact.
Token attribution via Integrated Gradients.
LLM reasoning via GPT-OSS-20B.
RAG via Semantic Scholar API

NLI DeBERTa-v3-base Train MultiNLI → SciFact FT XAI IntGrad N=25 LLM GPT-OSS-20B / Groq RAG Semantic Scholar

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Claim Review

Paste a claim and corresponding evidence paragraph. The model finds the most relevant sentence and analyses it.

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Claim Check

Enter a claim. RAG retrieves papers from Semantic Scholar and scores each against your claim.

Claim AI Evidence

Claim
AI
Evidence