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Ulie Schnaithmann

2 accepted papers

2024

Graph Integrated Language Transformers for Next Action Prediction in Complex Phone Calls

NAACL 2024industry

Current Conversational AI systems employ different machine learning pipelines, as well as external knowledge sources and business logic to predict the next action. Maintaining various components in dialogue managers’ pipeline adds complexity in expansion and updates, increases processing time, and c…

Cited by 0SourcePDFScholar
2024

Multimodal Contextual Dialogue Breakdown Detection for Conversational AI Models

NAACL 2024industry

Detecting dialogue breakdown in real time is critical for conversational AI systems, because it enables taking corrective action to successfully complete a task. In spoken dialog systems, this breakdown can be caused by a variety of unexpected situations including high levels of background noise, ca…

Cited by 0SourcePDFScholar