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Enhancing Dialogue-based Relation Extraction by Speaker and Trigger Words Prediction
Identifying relations from dialogues is more challenging than traditional sentence-level re- lation extraction (RE), since the difficulties of speaker information representation and the long-range semantic reasoning. Despite the successful efforts, …...
GRASP: Guiding Model with RelAtional Semantics Using Prompt for Dialogue Relation Extraction
AbstractThe dialogue-based relation extraction (DialogRE) task aims to predict the relations between argument pairs that appear in dialogue. Most previous studies utilize fine-tuning pre-trained language models (PLMs) only with extensive …...