R. Thomas McCoy

Syntactic Data Augmentation Increases Robustness to Inference Heuristics

Junghyun Min, R. Thomas McCoy, Dipanjan Das et al. · 2020 · 147 citations · Full text

What do you learn from context? Probing for sentence structure in contextualized word representations

Ian Tenney, Patrick Xia, Berlin Chen et al. · arXiv (Cornell University) · 2019 · 139 citations · Full text

Llm Fine-tuning, Engineering, Sentence Structure +23

BERTs of a feather do not generalize together: Large variability in generalization across models with similar test set performance

R. Thomas McCoy, Junghyun Min, Tal Linzen · 2020 · 103 citations · Full text

Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling

Alex Wang, Jan Hůla, Patrick Xia et al. · 2019 · 90 citations · Full text

Engineering, Language Development, Psycholinguistics +25

Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference

R. Thomas McCoy, Ellie Pavlick, Tal Linzen · arXiv (Cornell University) · 2019 · 88 citations · Full text

Syntactic Parsing, Engineering, Diagnosing Syntactic Heuristics +20