My SLT 2018 Schedule

Note: Your custom schedule will not be saved unless you create a new account or login to an existing account.

Create a login based on your email (takes less than one minute)
Perform 'Paper Search'
Select papers that you desire to save in your personalized schedule
Click on 'My Schedule' to see the current list of selected papers
Click on 'Printable Version' to create a separate window suitable for printing (the header and menu will appear, but will not actually print)

Paper Detail

Presentation #	7
Session:	Dialogue
Session Time:	Thursday, December 20, 10:00 - 12:00
Presentation Time:	Thursday, December 20, 10:00 - 12:00
Presentation:	Poster
Topic:	Spoken dialog systems:
Paper Title:	Accumulating Conversational Skills using Continual Learning
Authors:	Sungjin Lee; Microsoft Research
Abstract:	While neural conversational models have led to promising advances in reducing hand-crafted features and errors induced by the traditional complex system architecture, training neural models from scratch requires an enormous amount of data. If pre-trained models can be reused when they have many things in common with a new task, we can significantly cut down the amount of required data. To achieve this goal, we adopt a neural continual learning algorithm to allow a conversational agent to accumulate skills across different tasks in a data-efficient way. We present preliminary results on conversational skill accumulation on multiple task-oriented domains.