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Tag

#conversational-ai

4 articles tagged #conversational-ai

arxivMay 29

Adopt $\neq$ Adapt: Longitudinal Analyses of LLM Conversations in the Wild

arXiv:2605.29018v1 Announce Type: new Abstract: Although a growing body of research has begun to describe user--LLM interactions, the picture it paints is largely static; little is known about how individual users change their behavior over time. To address this gap, we analyze the conversational tr

MIWI2 models#user-behavior#llm#conversational-aiRead on arxiv →
arxivApr 21

How people use Copilot for Health

arXiv:2604.15331v1 Announce Type: cross Abstract: We analyze over 500,000 de-identified health-related conversations with Microsoft Copilot from January 2026 to characterize what people ask conversational AI about health. We develop a hierarchical intent taxonomy of 12 primary categories using priva

MI1 model#healthcare#conversational-ai#human-computer-interactionRead on arxiv →
arxivApr 16

From Seeing it to Experiencing it: Interactive Evaluation of Intersectional Voice Bias in Human-AI Speech Interaction

arXiv:2604.13067v1 Announce Type: cross Abstract: SpeechLLMs process spoken language directly from audio, but accent and vocal identity cues can lead to biased behaviour. Current bias evaluations often miss how such bias manifests in end-to-end speech interactions and how users experience it. We dis

#bias#speech#conversational-aiRead on arxiv →
arxivApr 6bullish

Multi-Turn Reinforcement Learning for Tool-Calling Agents with Iterative Reward Calibration

arXiv:2604.02869v1 Announce Type: new Abstract: Training tool-calling agents with reinforcement learning on multi-turn tasks remains challenging due to sparse outcome rewards and difficult credit assignment across conversation turns. We present the first application of MT-GRPO (Multi-Turn Group Rela

QWQWGP5 models · +2#reinforcement-learning#conversational-ai#benchmarkRead on arxiv →
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