AI RESEARCH
Reasoning over Object Descriptions Improves Coreference Resolution in Task-Based Dialogue Systems
arXiv CS.CL
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ArXi:2604.27850v1 Announce Type: new Task-based dialogue systems assist users in achieving specific goals, such as executing actions or retrieving information, through natural language interactions. Accurate coreference resolution is essential, as it involves identifying object references within the dialogue - a task that becomes increasingly challenging in visually grounded environments characterized by complex scenes and diverse object metadata.