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cs.CL2021★ 1 cited
The paradox of the compositionality of natural language: a neural machine translation case study
Verna Dankers, Elia Bruni, Dieuwke Hupkes
Obtaining human-like performance in NLP is often argued to require compositional generalisation. Whether neural networks exhibit this ability is usually studied by training models…
cs.CL2021
Language Modelling as a Multi-Task Problem
Lucas Weber, Jaap Jumelet, Elia Bruni +1
In this paper, we propose to study language modelling as a multi-task problem, bringing together three strands of research: multi-task learning, linguistics, and interpretability.…