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SPIN Processed News Frame: The Hype
DuplexGen: Adaptive Synthesis of Human-AI Turn-Taking Dialogues
DuplexGen is a new framework that generates human-AI dialogue turn-taking behaviors calibrated to scenario-specific human preferences, addressing a key limitation in current full-duplex AI systems.
Spin 45% Claim Present in Source AI Risk Moderate
arXiv Computation and Language
Jul 30, 2026
SPIN Processed News Frame: The Hype
On the Structure of Address in Multi-Party Dialogue: From Discrete Labels to Continuous Levels
A new arXiv preprint reframes addressee detection in multi-party dialogue as a continuous, graded phenomenon rather than a discrete classification task, using multi-annotator human dialogue data and latent-variable modeling to show improved predictive fit for gaze, backchannels, and turn-taking.
Spin 35% Claim Present in Source AI Risk Moderate
arXiv Computation and Language
Jul 20, 2026