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LREC
2008
128views Education» more  LREC 2008»
13 years 6 months ago
On the Role of the NIMITEK Corpus in Developing an Emotion Adaptive Spoken Dialogue System
This paper reports on the creation of the multimodal NIMITEK corpus of affected behavior in human-machine interaction and its role in the development of the NIMITEK prototype syst...
Milan Gnjatovic, Dietmar Rösner
NAACL
2003
13 years 5 months ago
Towards Emotion Prediction in Spoken Tutoring Dialogues
Human tutors detect and respond to student emotional states, but current machine tutors do not. Our preliminary machine learning experiments involving transcription, emotion annot...
Diane J. Litman, Katherine Forbes, Scott Silliman
ACII
2007
Springer
13 years 10 months ago
Investigating Human Tutor Responses to Student Uncertainty for Adaptive System Development
We use a χ2 analysis on our spoken dialogue tutoring corpus to investigate dependencies between uncertain student answers and 9 dialogue acts the human tutor uses in his response ...
Katherine Forbes-Riley, Diane J. Litman
NAACL
2004
13 years 5 months ago
Predicting Emotion in Spoken Dialogue from Multiple Knowledge Sources
We examine the utility of multiple types of turn-level and contextual linguistic features for automatically predicting student emotions in human-human spoken tutoring dialogues. W...
Katherine Forbes-Riley, Diane J. Litman
LREC
2010
160views Education» more  LREC 2010»
13 years 6 months ago
Construction of Back-Channel Utterance Corpus for Responsive Spoken Dialogue System Development
In spoken dialogues, if a spoken dialogue system does not respond at all during user's utterances, the user might feel uneasy because the user does not know whether or not th...
Yuki Kamiya, Tomohiro Ohno, Shigeki Matsubara, Hid...