Search Results for author: Juanita Ordonez

Found 3 papers, 1 papers with code

Learning Universal Authorship Representations

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.

Authorship Verification

Detect, Retrieve, Comprehend: A Flexible Framework for Zero-Shot Document-Level Question Answering

no code implementations4 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.

Question Answering Retrieval

Grid Search Hyperparameter Benchmarking of BERT, ALBERT, and LongFormer on DuoRC

no code implementations15 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.

Benchmarking Language Modelling +1

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