First steps towards dialogue modeling from an un-annotated human-human corpus,” in 5th Workshop on knowledge and reasoning in practical dialogue systems (2007)
| Citations: | 4 - 1 self |
BibTeX
@MISC{G07firststeps,
author = {Sudeep G and David Traum},
title = {First steps towards dialogue modeling from an un-annotated human-human corpus,” in 5th Workshop on knowledge and reasoning in practical dialogue systems},
year = {2007}
}
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Abstract
Virtual human characters equipped with natural language dialogue capability have proved useful in many fields like simulation training and interactive games. Generally behind such dialogue managers lies a complex knowledge-rich rule-based system. Building such system involves meticulous annotation of data and hand autoring of rules. In this paper we build a statistical dialogue model from roleplay and wizard of oz dialog corpus with virtually no annotation. We compare these methods with the traditional approaches. We have evaluated these systems for perceived appropriateness of response and the results are presented here. 1
Citations
| 258 | Eliza: a computer program for the study of natural language communication between man and machine - Weizenbaum - 1966 |
| 70 | Modeling local coherence: An entity-based approach - Barzilay, Lapata - 2008 |
| 61 | Vector-based natural language call routing - Chu-Carroll, Carpenter - 1999 |
| 57 | Spoken dialogue management using probabilistic reasoning - Roy, Pineau, et al. |
| 50 | The TRAINS project - Allen, Schubert - 1991 |
| 48 | A Stochastic Model of ComputerHuman Inter-Action for Learning Dialog Strategies - Levin, Pieraccini - 1997 |
| 46 | The Information State Approach to Dialogue Management - Traum, Larsson - 2003 |
| 25 | Building effective question answering characters - Leuski, Patel, et al. - 2006 |
| 16 | Discourse generation using utility-trained coherence models - Soricut, Marcu - 2006 |
| 5 | Virtual humans for non-team interaction training - Traum, Swartout, et al. - 2005 |
| 4 | Interactive problem solving and dialogue in the ATIS domain - Hirschman, L, et al. - 1991 |
| 2 | Be Your Own Botmaster, 2nd Edition - Wallace - 2003 |
