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Hits 1 – 16 of 16

1
Backtranslation in Neural Morphological Inflection ...
BASE
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2
To POS Tag or Not to POS Tag: The Impact of POS Tags on Morphological Learning in Low-Resource Settings ...
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3
Can a Transformer Pass the Wug Test? Tuning Copying Bias in Neural Morphological Inflection Models ...
Liu, Ling; Hulden, Mans. - : arXiv, 2021
Abstract: Deep learning sequence models have been successfully applied to the task of morphological inflection. The results of the SIGMORPHON shared tasks in the past several years indicate that such models can perform well, but only if the training data cover a good amount of different lemmata, or if the lemmata that are inflected at test time have also been seen in training, as has indeed been largely the case in these tasks. Surprisingly, standard models such as the Transformer almost completely fail at generalizing inflection patterns when asked to inflect previously unseen lemmata -- i.e. under "wug test"-like circumstances. While established data augmentation techniques can be employed to alleviate this shortcoming by introducing a copying bias through hallucinating synthetic new word forms using the alphabet in the language at hand, we show that, to be more effective, the hallucination process needs to pay attention to substrings of syllable-like length rather than individual characters or stems. We report a ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://arxiv.org/abs/2104.06483
https://dx.doi.org/10.48550/arxiv.2104.06483
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4
Analogy Models for Neural Word Inflection ...
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5
RNN Classification of English Vowels: Nasalized or Not
In: Proceedings of the Society for Computation in Linguistics (2019)
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6
The focal alteration and causal connectivity in children with new-onset benign epilepsy with centrotemporal spikes
Chen, Sihan; Fang, Jiajia; An, Dongmei. - : Nature Publishing Group UK, 2018
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7
Deep instantiation
Atkinson, Colin; Kühne, Thomas. - : Springer, 2018
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8
RDF Technology
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9
Resource Description Framework
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10
Linked Open Data
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11
The effect of news and public mood on stock movements
In: Information sciences. - New York, NY : Elsevier Science Inc. 278 (2014), 826-840
OLC Linguistik
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12
Processing generalized k-nearest neighbor queries on a wireless broadcast stream
In: Information sciences. - New York, NY : Elsevier Science Inc. 188 (2012), 64-79
OLC Linguistik
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13
Web Information System Engineering -- WISE 2011 : 12th International Conference, Sydney, Australia, October 13-14, 2011, Proceedings
Bouguettaya, Athman; Hauswirth, Manfred; Liu, Ling. - Berlin, Heidelberg : Springer Berlin Heidelberg, 2011
UB Frankfurt Linguistik
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14
Prediction of age, sentiment, and connectivity from social media text
Nguyen, Thin; Phung, Dinh; Adams, Brett. - : Springer-Verlag, 2011
BASE
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15
The SocialTrust framework for trusted social information management: Architecture and algorithms
In: Information sciences. - New York, NY : Elsevier Science Inc. 180 (2010) 1, 95-112
OLC Linguistik
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16
Yuyanxue gaiyao
Liu, Ling. - Beijing : Beijing shifan daxue chubanshe, 1987
Leibniz-Zentrum Allgemeine Sprachwissenschaft
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