1 code implementation • EMNLP 2021 • Rafael A. Rivera-Soto, Olivia Elizabeth Miano, Juanita Ordonez, Barry Y. Chen, Aleem Khan, Marcus Bishop, Nicholas Andrews
Determining whether two documents were composed by the same author, also known as authorship verification, has traditionally been tackled using statistical methods.
1 code implementation • 12 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.
1 code implementation • 22 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.
2 code implementations • NAACL 2021 • Aleem Khan, Elizabeth Fleming, Noah Schofield, Marcus Bishop, Nicholas Andrews
We consider the task of linking social media accounts that belong to the same author in an automated fashion on the basis of the content and metadata of their corresponding document streams.
1 code implementation • IJCNLP 2019 • Nicholas Andrews, Marcus Bishop
The evolution of social media users' behavior over time complicates user-level comparison tasks such as verification, classification, clustering, and ranking.