Oct 6, 2022 · We present a taxonomy for characterising and understanding generalisation research in NLP. Our taxonomy is based on an extensive literature review of ...
Oct 19, 2023 · The generalization taxonomy we propose consists of five different (nominal) axes that describe (1) the high-level motivation of the work, (2) ...
Jan 12, 2024 · Our taxonomy is based on an extensive literature review of generalisation research, and contains five axes along which studies can differ ...
In this paper, we lay the groundwork for making generalisation-testing the new status-quo in evaluation: we develop a taxonomy for characterising and ...
Oct 6, 2022 · We use our taxonomy to classify over 400 previous papers that test generalisation, for a total of more than 600 individual experiments.
Our taxonomy is based on an extensive literature review of generalisation research, and contains five different (nominal) axes along which generalisation ...
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Jan 9, 2023 · We use our taxonomy to classify over 400 previous papers that test generalisation, for a total of more than 600 individual experiments.
Oct 10, 2022 · We present a taxonomy for characterising and understanding generalisation research in NLP, we use that taxonomy to present a comprehensive map ...
State-of-the-art generalisation research in NLP: a taxonomy and review. Dieuwke Hupkes, Mario Giulianelli, Verna Dankers, Mikel Artetxe, Yanai Elazar ...
Oct 19, 2023 · We use our taxonomy to classify over 700 experiments, and we use the results to present an in-depth analysis that maps out the current state of ...