Ian Soboroff

Overview of the TREC 2021 deep learning track

2025 · arXiv (Cornell University)

This is the fifth year of the TREC Deep Learning track. As in previous years, we leverage the MS MARCO datasets that made hundreds of thousands of human-annotated training labels available for both passage and …

Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance

2024 · arXiv (Cornell University)

The integration of pretrained language models (PLMs) like BERT and GPT has revolutionized NLP, particularly for English, but it has also created linguistic imbalances. This paper strategically identifies the need for linguistic equity by examining …