paper
Bridging Talk and Thought: Understanding Dialogue Dynamics Across Collaborative Problem-Solving Contexts
paperactiveprovisional
bridging-talk-and-thought-understanding-dialogue-dynamics-across-collaborative-problem-solving-contexts-f394ec7a·1 events·first seen 4d agoAliases: Bridging Talk and Thought: Understanding Dialogue Dynamics Across Collaborative Problem-Solving Contexts
More like this (12)
AI Persuasive Framing in Collective DilemmasThinking-Acting GapContext-Driven Incremental Compression for Multi-Turn Dialogue GenerationContext-Driven Incremental Compression for Multi-Turn Dialogue GenerationArtificial Analysis Conversational DynamicsBeyond the Commitment Boundary: Probing Epiphenomenal Chain-of-Thought in Large Reasoning ModelsBEA-DialogueA Taxonomy of Conceptual Alignment in Human-Robot Dialogueadaptive thinkingLook Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot DoRevising Context, Shifting Simulated Stance: Auditing LLM-Based Stance Simulation in Online Discussionsextended thinking
Recent events (1)
Conceptual framework for analyzing dialogue dynamics in human-AI and multi-agent collaborative problem-solving
A new arXiv preprint proposes a hierarchical two-layer coding scheme for analyzing dialogue in collaborative problem-solving, integrating cognitive and metacognitive dimensions. The framework is validated across nine datasets spanning multiple domains and is positioned to apply to both human-AI and multi-agent collaboration contexts. A key finding is that metacognitive regulation is a strong discriminator of deeper collaboration quality.