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Alagar Kalpana

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Open access 2026

A unified transformer-BiLSTM and graph attention network framework for explainable multilingual opinion mining and relationship inference in complex social-citation networks

An innovative model which combines transformer-based context embedding, BiLSTM for capturing of sentiment flows, and GAT for examining relational data is introduced which incorporates contextual, sequential and relational modelling of multilingual opinion mining.

Manoharan Thangavel, A. Kalpana, Saravanan Ananth · 0 citations