SIG: Speaker Identification in Literature via Prompt-Based Generation
Zhenlin Su,
Liyan Xu,
Jin Xu
et al.
Abstract:Identifying speakers of quotations in narratives is an important task in literary analysis, with challenging scenarios including the out-of-domain inference for unseen speakers, and non-explicit cases where there are no speaker mentions in surrounding context.
In this work, we propose a simple and effective approach SIG, a generation-based method that verbalizes the task and quotation input based on designed prompt templates, which also enables easy integration of other auxiliary tasks that further bolster th… Show more
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