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.
no code implementations • 4 Oct 2022 • Tavish McDonald, Brian Tsan, Amar Saini, Juanita Ordonez, Luis Gutierrez, Phan Nguyen, Blake Mason, Brenda Ng
However, data curation for document QA is uniquely challenging because the context (i. e. answer evidence passage) needs to be retrieved from potentially long, ill-formatted documents.
no code implementations • 15 Jan 2021 • Alex John Quijano, Sam Nguyen, Juanita Ordonez
The results show that the ALBERT (pretrained using the SQuAD1 dataset) has an F1 score of 76. 4 and an accuracy score of 68. 52 after fine-tuning on the SelfRC dataset.