Cognitive and social delays in the initiation of conversational repair

· Source: Paper Index on ACL Anthology · Field: Science & Research — Social Sciences & Behavioral Studies, Mathematics & Computational Sciences · Depth: Expert, medium

Summary

A study by Julia Beret Mertens and Jan Peter De Ruiter, published in "Dialogue & Discourse" in March 2021, investigates the relative contributions of cognitive and social factors to delays in conversational turn-taking. While most turns are initiated within 250ms, certain types, particularly "other-initiations of repair" (OIRs) like "What?", are often delayed due to their cognitive demands and social dispreference. The researchers analyzed the Floor Transfer Offsets of 456 OIRs. Their findings indicate that interlocutors initiated OIRs later when the source of the comprehension problem had weaker discourse context, was shorter, or when the OIR itself was more "face-threatening." This suggests that both cognitive processes (attention, prediction, planning) and social preferences significantly influence the timing of delayed utterances in human conversation.

Key takeaway

For NLP engineers designing conversational AI, understanding that both cognitive processing and social dynamics impact turn-taking delays is crucial. You should account for these factors when modeling human-like interaction, particularly for repair mechanisms. Incorporate variable response times based on the complexity of the query and the social implications of the AI's response to create more natural and contextually aware dialogue systems.

Key insights

Conversational delays in repair turns are influenced by both cognitive load and social considerations.

Principles

Method

The study analyzed Floor Transfer Offsets of 456 other-initiations of repair (OIRs) to quantify delays, correlating them with discourse context, trouble source length, and social face-threat.

In practice

Topics

Best for: NLP Engineer, AI Scientist, Research Scientist

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Editorial summary, takeaway, and curation by AIssential. Original article published by Paper Index on ACL Anthology.