Ben Krause

Talking to myself: self-dialogues as data for conversational agents

2018 · arXiv (Cornell University)

Conversational agents are gaining popularity with the increasing ubiquity of smart devices. However, training agents in a data driven manner is challenging due to a lack of suitable corpora. This paper presents a novel method …

GeDi: Generative Discriminator Guided Sequence Generation

2020 · arXiv (Cornell University)

While large-scale language models (LMs) are able to imitate the distribution of natural language well enough to generate realistic text, it is difficult to control which regions of the distribution they generate. This is especially …

GeDi: Generative Discriminator Guided Sequence Generation

2021

Ben Krause, Akhilesh Deepak Gotmare, Bryan McCann, Nitish Shirish Keskar, Shafiq Joty, Richard Socher, Nazneen Fatema Rajani. Findings of the Association for Computational Linguistics: EMNLP 2021. 2021.