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Dmitry Martysyuk

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Open access Oct 2026

Structurally conditioned counterfactual generation and validation for question answering from scientific text

A large language model (LLM)-based pipeline is presented for structured processing of scientific abstracts and for generating paired factual and counterfactual question-answer (QA) instances under document-level intervention constraints. The implemented system extracts entities, events, and relations; indu...

I. Malashin, Dmitry Martysyuk, V. Tynchenko et al. · 0 citations

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