mlsanityData to 7 Oct 2026

Multiversal views on language models

arXiv 2102.06391 ↗First posted 12 Feb 2021cs.HC cs.CLcited by 6

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Abstract (arXiv)

The virtuosity of language models like GPT-3 opens a new world of possibility for human-AI collaboration in writing. In this paper, we present a framework in which generative language models are conceptualized as multiverse generators. This framework also applies to human imagination and is core to how we read and write fiction. We call for exploration into this commonality through new forms of interfaces which allow humans to couple their imagination to AI to write, explore, and understand non-linear fiction. We discuss the early insights we have gained from actively pursuing this approach by developing and testing a novel multiversal GPT-3-assisted writing interface.

Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). Builds on 1 of its 11 references that are in the map. First posted on arXiv 12 Feb 2021.

Builds on

1 of 11 references.

References · 1

  1. 2020Language Models are Few-Shot Learnerscited by 32,199

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Citing papers per year: 2023: 2; 2024: 2; 2025: 2.

6 papers.