dialogpt-transformers-for-dialogues.md

title	DialoGPT: Transformers for Dialogues
date	2021-03-16
categories	buffer deep-learning
tags	dialogpt dialogue machine-learning text transformer

DialoGPT is “a tunable gigaword-scale neural network model for generation of conversational responses, trained on Reddit data”. It uses a Transformer based architecture for doing so, because of their great empirical success. Doing so, the creators have attempted to resolve challenges present with neural response generation – i.e. generating texts relevant to the prompt. These are related to the fact that conversations are informal, noisy, and contain abbreviations or errors.