Evaluating Large Language Models Abilities for Addressee, Turn-change, and Next Speaker Prediction in Meetings

In three linesComparative study of LLM abilities to predict next speaker, turn changes, and addressee in multi-party conversations. On the AMI corpus, LLMs outperform supervised models and humans in next speaker prediction without audio-visual access. MM-LLMs exceed text-based LLMs but remain below human performance for addressee and turn-change prediction.

Summary generated by Claude — human-verified