Dieuwke Hupkes

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Aarohi Srivastava, Abhinav Rastogi, Abhishek S. Rao et al. · arXiv (Cornell University) · 2022 · 548 citations · Full text

Computing, Computer Science, Linguistics +14

Compositionality Decomposed: How do Neural Networks Generalise?

Dieuwke Hupkes, Verna Dankers, Mathijs Mul et al. · Journal of Artificial Intelligence Research · 2020 · 196 citations · Full text

Computing, Computer Science, Linguistics +11

Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little

Koustuv Sinha, Robin Jia, Dieuwke Hupkes et al. · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 182 citations · Full text

Language Studies, Computer Science, Computational Linguistics +16

The emergence of number and syntax units in

Yair Lakretz, Germán Kruszewski, Théo Desbordes et al. · 2019 · 118 citations · Full text

Language Studies, Computer Science, Linguistics +10

Mechanisms for handling nested dependencies in neural-network language models and humans

Yair Lakretz, Dieuwke Hupkes, Alessandra Vergallito et al. · Cognition · 2021 · 61 citations · Full text

Computing, Computer Science, Computational Linguistics +13