AINeutralarXiv β CS AI Β· 7h ago6/10
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Reading Between the Lines: The One-Sided Conversation Problem
Researchers formalize the one-sided conversation problem (1SC), where only one participant's dialogue can be recordedβcommon in telemedicine, call centers, and smart glasses. The study evaluates methods to reconstruct missing speaker turns and generate summaries from incomplete transcripts, finding that smaller models require finetuning while larger models show promise with prompting techniques.