Vision-language models overestimate common ground in asymmetric dialogues by treating map content as evidence of mutual understanding rather than tracking how grounding unfolds through interaction.
and Garrod, Simon , year =
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
LLM responses mirror venting with higher regulation and escalation; therapist personas lower escalation while preserving regulation, and lay raters miss escalation.
citing papers explorer
-
Seeing Is Not Sharing: Some Vision-Language Models Overestimate Common Ground in Asymmetric Dialogue
Vision-language models overestimate common ground in asymmetric dialogues by treating map content as evidence of mutual understanding rather than tracking how grounding unfolds through interaction.
-
When Support Escalates Distress: Regulation and Escalation in LLM Responses to Venting and Advice-Seeking
LLM responses mirror venting with higher regulation and escalation; therapist personas lower escalation while preserving regulation, and lay raters miss escalation.