Enhancing counterfactual detection in multilingual contexts using a few shot clue phrase approach

Abstract This research paper introduces an innovative counterfactual detection system, designed to tackle the complexities of identifying hypothetical statements that describe non-occurring events in diverse fields such as NLP, psychology, medicine, politics, and economics. Counterfactual statements...

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Detalhes bibliográficos

Principais autores:	Lekshmi Kalinathan, Karthik Raja Anandan, Jagadish Ravichandran, K. Devi, S. Benila, Abithkumar Ravikumar
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2025-04-01
coleção:	Scientific Reports
Assuntos:	Multilingual few-shot learning Counterfactual detection Clue-phrase integration Cross-domain application SetFit
Acesso em linha:	https://doi.org/10.1038/s41598-025-96085-5
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