讲座题目：Building Dialog Systems with Less Supervision 主讲人：Zhou Yu 主持人：贺樑 教授 开始时间：2019-12-24 15:00:00 讲座地址：中北校区理科大楼B504 主办单位👩🏽⚖️：计算机科学与技术学院
报告人简介🪈： Zhou Yu is an Assistant Professor at the Computer Science Department at UC Davis. She received her PhD from Carnegie Mellon University in 2017. Zhou is interested in building robust and multi-purpose dialog systems using fewer data points and less annotation. She is also passionate about language generation. Zhou's work PersuasionForGood received an ACL 2019 best paper nomination recently. Zhou was featured in Forbes as 2018 30 under 30 in Science for her work on multimodal dialog systems. Her team recently won the 2018 Amazon Alexa Prize on building an engaging social bot for a $500,000 award. 报告内容🎪： Lack of data is the number one challenge in deploying end-to-end trainable dialog systems for real-world applications. This talk will cover how to use learning methods to train a good model with less supervision. We will talk about how to integrate data augmentation, intermedia scaffolds, meta-learning to move towards the next-generation data-efficient dialog systems. We will briefly describe how to ensure the safety of the deployed system as well. |
