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Enhancing Cross-lingual Prompting with Mask Token Augmentation ...
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P-hydroxy benzaldehyde facilitates reprogramming of reactive astrocytes into neurons via endogenous transcriptional regulation ...
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P-hydroxy benzaldehyde facilitates reprogramming of reactive astrocytes into neurons via endogenous transcriptional regulation ...
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p-hydroxy benzaldehyde facilitates reprogramming of reactive astrocytes into neurons via endogenous transcriptional regulation ...
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MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER ...
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Multilingual AMR Parsing with Noisy Knowledge Distillation ...
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Abstract:
We study multilingual AMR parsing from the perspective of knowledge distillation, where the aim is to learn and improve a multilingual AMR parser by using an existing English parser as its teacher. We constrain our exploration in a strict multilingual setting: there is but one model to parse all different languages including English. We identify that noisy input and precise output are the key to successful distillation. Together with extensive pre-training, we obtain an AMR parser whose performances surpass all previously published results on four different foreign languages, including German, Spanish, Italian, and Chinese, by large margins (up to 18.8 \textsc{Smatch} points on Chinese and on average 11.3 \textsc{Smatch} points). Our parser also achieves comparable performance on English to the latest state-of-the-art English-only parser. ... : EMNLP21 (findings) ...
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Keyword:
Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.2109.15196 https://arxiv.org/abs/2109.15196
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Encoding of facial features by single neurons in the human amygdala and hippocampus
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In: Commun Biol (2021)
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The Bilingual Home Language Boost Through the Lens of the COVID-19 Pandemic
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In: Front Psychol (2021)
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Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond ...
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