Interspeech 2018 Perspective talk by Dilek Hakkani-Tur

Title - Deep Learning Based Situated Goal-oriented Dialogue Systems

Abstract - Interacting with machines in natural language has been a holy grail since the beginning of computers. Given the difficulty of understanding natural language, only in the past couple of decades, we started seeing real user applications for targeted/limited domains. More recently, advances in deep learning based approaches enabled exciting new research frontiers for end-to-end goal-oriented conversational systems. In this talk, I’ll review end-to-end dialogue systems research, with components for situated language understanding, dialogue state tracking, policy, and language generation. The talk will highlight novel approaches where dialogue is viewed as a collaborative game between a user and an agent in the presence of visual information, and will aim to summarize challenges for future research.

Interspeech 2018 Perspective talk by Dilek Hakkani-Tur camera iphone 8 plus apk
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