Кросс-лингвистическая генерализация

method ID: crosslingualgeneralization

Related Papers

Adversarial Augmentation Policy Search for Domain and Cross-Lingual Generalization in Reading Comprehension

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractReading comprehension models often overfit to nuances of training datasets and fail at adversarial evaluation. Training with adversarially augmented dataset improves robustness against those adversarial attacks but hurts generalization of …...

32149

It’s All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

Commonsense reasoning is one of the key problems in natural language processing, but the relative scarcity of labeled data holds back the progress for languages other than English. Pretrained cross-lingual …...

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Meta-Learning a Cross-lingual Manifold for Semantic Parsing

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Publication: TIPSTER (2023)

DOI: nan

AbstractLocalizing a semantic parser to support new languages requires effective cross-lingual generalization. Recent work has found success with machine-translation or zero-shot methods, although these approaches can struggle to model how …...

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