Can I read Adobe-MIT submission to the DSTC 4 Spoken Language Understanding pilot task on EtoBox?

Adobe-MIT submission to the DSTC 4 Spoken Language Understanding pilot task by Dernoncourt, Franck; Lee, Ji Young; Bui, Trung H.; Bui, Hung H. is a scholarly article available to read on EtoBox.

What is Adobe-MIT submission to the DSTC 4 Spoken Language Understanding pilot task about?

The Dialog State Tracking Challenge 4 (DSTC 4) proposes several pilot tasks. In this paper, we focus on the spoken language understanding pilot task, which consists of tagging a given utterance with speech acts and semantic slots. We compare different classifiers: the best system obtains 0.52 and 0.67 F1-scores on the test set for speech act recognition for the tourist and the guide respectively, and 0.52 F1-score for semantic tagging for both the guide and the tourist.

Author

Dernoncourt, Franck; Lee, Ji Young; Bui, Trung H.; Bui, Hung H.

Published

2016

Language

EN