96 citations · 105 across the 13 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
cs.CL2022
"Covid vaccine is against Covid but Oxford vaccine is made at Oxford!" Semantic Interpretation of Proper Noun Compounds
Keshav Kolluru, Gabriel Stanovsky, Mausam
Proper noun compounds, e.g., "Covid vaccine", convey information in a succinct manner (a "Covid vaccine" is a "vaccine that immunizes against the Covid disease"). These are commonl…
cs.CL2022★ 1 cited
A Computational Acquisition Model for Multimodal Word Categorization
Uri Berger, Gabriel Stanovsky, Omri Abend +1
Recent advances in self-supervised modeling of text and images open new opportunities for computational models of child language acquisition, which is believed to rely heavily on c…
cs.CL2022★ 4 cited
On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations
Roy Schwartz, Gabriel Stanovsky
Recent work has shown that deep learning models in NLP are highly sensitive to low-level correlations between simple features and specific output labels, leading to overfitting and…