The article introduces DIALIGHT, a toolkit for developing and evaluating multilingual Task-Oriented Dialogue (TOD) systems. The toolkit facilitates systematic evaluations and comparisons between TOD systems that use fine-tuning of Pretrained…
Continue readingThe article presents DIALIGHT, a toolkit for developing and evaluating multilingual Task-Oriented Dialogue (TOD) systems. It’s designed to facilitate systematic evaluations and comparisons between TOD systems using Pretrained Language Models…
Continue readingThis academic paper offers an extensive review of evaluation methods for task-oriented dialogue systems, particularly focusing on their practical applications such as in customer service. It provides a comprehensive overview…
Continue readingThis paper presents a new conversational model for human-robot interaction that uses a graph-based representation of the dialogue state. The knowledge graph is continuously updated with new observations from the…
Continue readingThe article presents a study on the performance disparities in multilingual task-oriented dialogue (TOD) systems. The study defines new measures to capture disparities across languages and within individual languages. Factors…
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