CIG scores utterances using novelty, relevance, and implication scope derived from a dynamic semantic memory model, outperforming traditional heuristics in correlating with human judgments on deliberative segments.
Tirthankar Ghosal, Tanik Saikh, Tameesh Biswas, Asif Ekbal, and Pushpak Bhattacharyya
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CIG: Measuring Conversational Information Gain in Deliberative Dialogues with Semantic Memory Dynamics
CIG scores utterances using novelty, relevance, and implication scope derived from a dynamic semantic memory model, outperforming traditional heuristics in correlating with human judgments on deliberative segments.