On the Use of Structures for Spoken Language Understanding : A Two-Step Approach

スポンサーリンク

概要

• 論文の詳細を見る

• Spoken language understanding (SLU) aims to map a users speech into a semantic frame. Since most of the previous works use the semantic structures for SLU, we verify that the structure is useful even for noisy input. We apply a structured prediction method to SLU problem and compare it to an unstructured one. In addition, we present a combined method to embed long-distance dependency between entities in a cascaded manner. On air travel data, we show that our approach improves performance over baseline models.

• （社）電子情報通信学会の論文
• 2008-05-01

著者

• Lee Gary

  Department Of Computer Science And Engineering Pohang University Of Science & Technology (postec

• JEONG Minwoo

  Department of Computer Science and Engineering, Pohang University of Science & Technology (POSTECH)

• Jeong Minwoo

  Department Of Computer Science And Engineering Pohang University Of Science & Technology (postec

関連論文

• On the Use of Structures for Spoken Language Understanding : A Two-Step Approach
• Spoken Language Processing for DBCALL and English Speaking Assistants (音声)
• Spoken Language Processing for DBCALL and English Speaking Assistants

スポンサーリンク