Sumanth Dathathri
3 papers in the PaperMetrix corpus
Papers by this author
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Plug-and-Play Conversational Models
2020
There has been considerable progress made towards conversational models that generate coherent and fluent responses; however, this often involves training large language models on large dialogue datasets, such as Reddit. These large conversational models provide …
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Plug and Play Language Models: A Simple Approach to Controlled Text Generation
2019 · arXiv (Cornell University)
Large transformer-based language models (LMs) trained on huge text corpora have shown unparalleled generation capabilities. However, controlling attributes of the generated language (e.g. switching topic or sentiment) is difficult without modifying the model architecture or …
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Scaling Language Models: Methods, Analysis & Insights from Training Gopher
2021 · arXiv (Cornell University)
Language modelling provides a step towards intelligent communication systems by harnessing large repositories of written human knowledge to better predict and understand the world. In this paper, we present an analysis of Transformer-based language model …