Search Results for author: Rafael Rivera Soto

Found 2 papers, 2 papers with code

Few-Shot Detection of Machine-Generated Text using Style Representations

1 code implementation12 Jan 2024 Rafael Rivera Soto, Kailin Koch, Aleem Khan, Barry Chen, Marcus Bishop, Nicholas Andrews

Furthermore, given a handful of examples composed by each of several specific language models of interest, our approach affords the ability to predict which model generated a given document.

Language Modelling

Can Authorship Representation Learning Capture Stylistic Features?

1 code implementation22 Aug 2023 Andrew Wang, Cristina Aggazzotti, Rebecca Kotula, Rafael Rivera Soto, Marcus Bishop, Nicholas Andrews

Automatically disentangling an author's style from the content of their writing is a longstanding and possibly insurmountable problem in computational linguistics.

Authorship Attribution Representation Learning +1

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