13 citations · 13 across the 1 of their papers we have counts for
2 papers
cs.CL2020★ 13 cited
Syntactic Data Augmentation Increases Robustness to Inference Heuristics
Junghyun Min, R. Thomas McCoy, Dipanjan Das +2
Pretrained neural models such as BERT, when fine-tuned to perform natural language inference (NLI), often show high accuracy on standard datasets, but display a surprising lack of…
cs.CL2019
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
If the same neural network architecture is trained multiple times on the same dataset, will it make similar linguistic generalizations across runs? To study this question, we fine-…