Papers
arxiv:1908.09203

Release Strategies and the Social Impacts of Language Models

Published on Aug 24, 2019
Authors:
,
,
,
,
,
,
,
,
,
,
,
,
,

Abstract

Large language models have a range of beneficial uses: they can assist in prose, poetry, and programming; analyze dataset biases; and more. However, their flexibility and generative capabilities also raise misuse concerns. This report discusses OpenAI's work related to the release of its GPT-2 language model. It discusses staged release, which allows time between model releases to conduct risk and benefit analyses as model sizes increased. It also discusses ongoing partnership-based research and provides recommendations for better coordination and responsible publication in AI.

Community

Sign up or log in to comment

Models citing this paper 3

Datasets citing this paper 0

No dataset linking this paper

Cite arxiv.org/abs/1908.09203 in a dataset README.md to link it from this page.

Spaces citing this paper 14

Collections including this paper 0

No Collection including this paper

Add this paper to a collection to link it from this page.