View Proposal
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Proposer
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Arash Eshghi
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Title
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Conversational AI
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Goal
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Design, develop and evaluate a Conversational AI system (aka Dialogue System, Chatbot)
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Description
- This project will develop and evaluate a conversational AI system in a task-based domain. The student will learn about concepts and techniques in conversational AI design and implementation, including Natural Language Understanding, Natural Language Generation, and Dialogue Management, and evaluation of dialogue systems. The focus of the project is left open initially and the student can focus on any aspect or sub-task. The dialogue system will be evaluated with human subjects recruited from the university, and it will use both subjective and objective evaluation metrics.
- Resources
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Compute (GPUs) may or may not be needed depending on the scope of the project.
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Background
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Good programming skills essential.
Knowledge of Natural Language Processing and Machine Learning desirable.
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Url
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Difficulty Level
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Variable
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Ethical Approval
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InterfaceOnly
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Number Of Students
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2
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Supervisor
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Arash Eshghi
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Keywords
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dialogue systems, conversational ai, natural language processing, natural language understanding, dialogue management
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Degrees
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Master of Science in Artificial Intelligence
Master of Science in Artificial Intelligence with SMI
Master of Science in Data Science
Master of Science in Human Robot Interaction
Master of Science in Robotics
Master of Science in Software Engineering