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Rajeev Agarwal

Publications and source records attributed to Rajeev Agarwal.

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Towards a PURE Spoken Dialogue System for Information Access

With the rapid explosion of the World Wide Web, it is becoming increasingly possible to easily acquire a wide variety of information such as flight schedules, yellow pages, used car prices, current stock prices, entertainment event schedules, account balances, etc. It would be very useful to have spoken dialogue interfaces for such information access tasks. We identify portability, usability, robustness, and extensibility as the four primary design objectives for such systems. In other words, the objective is to develop a PURE (Portable, Usable, Robust, Extensible) system. A two-layered dialogue architecture for spoken dialogue systems is presented where the upper layer is domain-independent and the lower layer is domain-specific. We are implementing this architecture in a mixed-initiative system that accesses flight arrival/departure information from the World Wide Web.

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Evaluation of Semantic Clusters

Semantic clusters of a domain form an important feature that can be useful for performing syntactic and semantic disambiguation. Several attempts have been made to extract the semantic clusters of a domain by probabilistic or taxonomic techniques. However, not much progress has been made in evaluating the obtained semantic clusters. This paper focuses on an evaluation mechanism that can be used to evaluate semantic clusters produced by a system against those provided by human experts.

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