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Marilyn A. Walker

Researcher at University of California, Santa Cruz

Publications -  309
Citations -  14395

Marilyn A. Walker is an academic researcher from University of California, Santa Cruz. The author has contributed to research in topics: Natural language generation & Conversation. The author has an hindex of 62, co-authored 309 publications receiving 13429 citations. Previous affiliations of Marilyn A. Walker include AT&T & University of Pennsylvania.

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Journal ArticleDOI

Using linguistic cues for the automatic recognition of personality in conversation and text

TL;DR: Experimental results for recognition of all Big Five personality traits, in both conversation and text, utilising both self and observer ratings of personality are reported, confirming previous findings linking language and personality, while revealing many new linguistic markers.
Proceedings ArticleDOI

PARADISE: A Framework for Evaluating Spoken Dialogue Agents

TL;DR: Paradise (PARAdigm for DIalogue System Evaluation) as discussed by the authors is a general framework for evaluating spoken dialogue agents, which decouples task requirements from an agent's dialogue behaviors, supports comparisons among dialogue strategies, enables the calculation of performance over subdialogues and whole dialogues, specifies the relative contribution of various factors to performance, and makes it possible to compare agents performing different tasks by normalizing for task complexity.
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Optimizing dialogue management with reinforcement learning: experiments with the NJFun system

TL;DR: The design, construction and empirical evaluation of NJFun, an experimental spoken dialogue system that provides users with access to information about fun things to do in New Jersey, are reported on.
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Towards developing general models of usability with PARADISE

TL;DR: A number of models for predicting system usability (as measured by user satisfaction), based on the application of PARADISE to experimental data from three different spoken dialogue systems, are developed and shown to generalize well.
Proceedings ArticleDOI

MATCH: An Architecture for Multimodal Dialogue Systems

TL;DR: This work describes a multimodal application architecture which combines finite-state multimodAL language processing, a speech-act based multimodals dialogue manager, dynamic multimodale output generation, and user-tailored text planning to enable rapid prototyping of multimodality interfaces with flexible input and adaptive output.