Web: http://arxiv.org/abs/2111.05196

Jan. 31, 2022, 2:10 a.m. | David Alfonso-Hermelo, Ahmad Rashid, Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh

cs.CL updates on arXiv.org arxiv.org

Slot-filling and intent detection are the backbone of conversational agents
such as voice assistants, and are active areas of research. Even though
state-of-the-art techniques on publicly available benchmarks show impressive
performance, their ability to generalize to realistic scenarios is yet to be
demonstrated. In this work, we present NATURE, a set of simple spoken-language
oriented transformations, applied to the evaluation set of datasets, to
introduce human spoken language variations while preserving the semantics of an
utterance. We apply NATURE to …

arxiv evaluation language natural text

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