Towards a Human-like Open-Domain Chatbot

Adiwardana Daniel
Adiwardana Daniel
So David R.
So David R.
Hall Jamie
Hall Jamie
Fiedel Noah
Fiedel Noah
Thoppilan Romal
Thoppilan Romal
Yang Zi
Yang Zi
Kulshreshtha Apoorv
Kulshreshtha Apoorv
Nemade Gaurav
Nemade Gaurav
Cited by: 41|Bibtex|Views103|Links

Abstract:

We present Meena, a multi-turn open-domain chatbot trained end-to-end on data mined and filtered from public domain social media conversations. This 2.6B parameter neural network is trained to minimize perplexity, an automatic metric that we compare against human judgement of multi-turn conversation quality. To capture this judgement, w...More

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