Video tutorial demonstrating SOLOIST: building task bots at scale

Subscribers:
344,000
Published on ● Video Link: https://www.youtube.com/watch?v=el4-QUzjEnM



Category:
Tutorial
Duration: 3:34
568 views
19


In this video tutorial, researchers demonstrate how pretrain grounded text generated (GTG) model can be finetuned and adapted to a specific task using conversation learner, a pretraining, finetuning and machine teaching framework to build task bots at scale.

Deep Learning Group, Redmond: https://www.microsoft.com/en-us/research/group/deep-learning-group/

SOLOIST Microsoft Research Blog post: https://www.microsoft.com/en-us/research/blog/soloist-pairing-transfer-learning-and-machine-teaching-to-advance-task-bots-at-scale




Other Videos By Microsoft Research


2021-07-08Recent Advances in Image Captioning, Image-Text Retrieval and…
2021-07-08Directions in ML: Structured Models for Automated Machine Learning
2021-06-28Introducing Retiarii: A deep learning exploratory-training framework on NNI
2021-06-28Tackling the unknowns: leverage computing in biomedical sciences and public health
2021-06-28Computational Ecology & Environmentology in Microsoft Research Asia
2021-06-25Microsoft Soundscape: Heads-up and hands-free experiences for everyone
2021-06-23SMPL in Mixed Reality at Microsoft
2021-06-22Subnanosecond Clock & Data Recovery for Optically Switched Data Centres
2021-06-22Synthetic Data with Digital Humans
2021-06-16Keynote: Computer Vision for Social Presence in Mixed Reality | JRC Workshop 2021
2021-06-16Video tutorial demonstrating SOLOIST: building task bots at scale
2021-06-16Ultrafast Optical Circuit Switching for Data Centers Using Integrated Soliton Microcombs
2021-06-11Cloud Confidential Computing | JRC Workshop 2021
2021-06-11EverCrypt: New Features and Deployments with Election Guard | JRC Workshop 2021
2021-06-11SIGCHI Lifetime Research Award Talk: Interdisciplinary Perspectives on Search (CHI 2020)
2021-06-10Perspective on AI Research: Human-centered AI and Robustness | JRC Workshop 2021
2021-06-10Grounding Spatio-temporal Language with Transformers | JRC Workshop 2021
2021-06-10Probabilistic DAG Search | JRC Workshop 2021
2021-06-10Monitoring, Modelling, & Modifying Dietary Habits and Nutrition Based on Large-Scale Digital Traces
2021-06-10Teacher Algorithms for Deep Reinforcement Learning Students | JRC Workshop 2021
2021-06-10Statistical Preconditioning for Distributed Optimization | JRC Workshop 2021