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Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0
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In: Proceedings of the International Workshop on Challenges & Perspectives in Creating Large Language Models 2022 (BigScience 2022) ; https://hal.inria.fr/hal-03639144 ; Proceedings of the International Workshop on Challenges & Perspectives in Creating Large Language Models 2022 (BigScience 2022), May 2022, Dublin, France (2022)
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Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0 ...
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Operationalizing a National Digital Library: The Case for a Norwegian Transformer Model ...
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The futility of STILTs for the classification of lexical borrowings in Spanish ...
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Abstract:
The first edition of the IberLEF 2021 shared task on automatic detection of borrowings (ADoBo) focused on detecting lexical borrowings that appeared in the Spanish press and that have recently been imported into the Spanish language. In this work, we tested supplementary training on intermediate labeled-data tasks (STILTs) from part of speech (POS), named entity recognition (NER), code-switching, and language identification approaches to the classification of borrowings at the token level using existing pre-trained transformer-based language models. Our extensive experimental results suggest that STILTs do not provide any improvement over direct fine-tuning of multilingual models. However, multilingual models trained on small subsets of languages perform reasonably better than multilingual BERT but not as good as multilingual RoBERTa for the given dataset. ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://arxiv.org/abs/2109.08607 https://dx.doi.org/10.48550/arxiv.2109.08607
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Automatic quantitative metrical analysis of Spanish Poetry with Rantanplan: a first approach ...
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Automatic quantitative metrical analysis of Spanish Poetry with Rantanplan: a first approach ...
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Rantanplan: Fast and Accurate Syllabification and Scansion of Spanish Poetry ...
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Rantanplan: Fast and Accurate Syllabification and Scansion of Spanish Poetry ...
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PoetryLab as Infrastructure for the Analysis of Spanish Poetry ...
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PoetryLab: An Open Source Toolkit for the Analysis of Spanish Poetry Corpora ...
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Rantanplan: Fast and Accurate Syllabification and Scansion of Spanish Poetry ...
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Rantanplan: Fast and Accurate Syllabification and Scansion of Spanish Poetry ...
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PoetryLab as Infrastructure for the Analysis of Spanish Poetry ...
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PoetryLab as Infrastructure for the Analysis of Spanish Poetry ...
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PoetryLab as Infrastructurefor the Analysis of Spanish Poetry ...
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PoetryLab as Infrastructure for the Analysis of Spanish Poetry ...
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PoetryLab: An Open Source Toolkit for the Analysis of Spanish Poetry Corpora ...
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PoetryLab as Infrastructurefor the Analysis of Spanish Poetry ...
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PoetryLab An Open Source Toolkit for the Analysis of Spanish Poetry Corpora ...
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PoetryLab An Open Source Toolkit for the Analysis of Spanish Poetry Corpora ...
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