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1
On the Relationships Between the Grammatical Genders of Inanimate Nouns and Their Co-Occurring Adjectives and Verbs ...
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Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model ...
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3
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ...
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4
Intrinsic Probing through Dimension Selection ...
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5
SIGTYP 2020 Shared Task: Prediction of Typological Features ...
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The Paradigm Discovery Problem ...
Erdmann, Alexander; Elsner, Micha; Wu, Shijie. - : ETH Zurich, 2020
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Information-Theoretic Probing for Linguistic Structure ...
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It’s Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information ...
Abstract: The performance of neural machine translation systems is commonly evaluated in terms of BLEU. However, due to its reliance on target language properties and generation, the BLEU metric does not allow an assessment of which translation directions are more difficult to model. In this paper, we propose cross-mutual information (XMI): an asymmetric information-theoretic metric of machine translation difficulty that exploits the probabilistic nature of most neural machine translation models. XMI allows us to better evaluate the difficulty of translating text into the target language while controlling for the difficulty of the target-side generation component independent of the translation task. We then present the first systematic and controlled study of cross-lingual translation difficulties using modern neural translation systems. Code for replicating our experiments is available online at https://github.com/e-bug/nmt-difficulty. ... : Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics ...
URL: https://dx.doi.org/10.3929/ethz-b-000462309
http://hdl.handle.net/20.500.11850/462891
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Information-Theoretic Probing for Linguistic Structure ...
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10
Intrinsic Probing through Dimension Selection ...
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11
Generalized Entropy Regularization or: There’s Nothing Special about Label Smoothing ...
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12
A Corpus for Large-Scale Phonetic Typology ...
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13
Phonotactic Complexity and its Trade-offs ...
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14
Phonotactic Complexity and Its Trade-offs ...
Pimentel, Tiago; Roark, Brian; Cotterell, Ryan. - : ETH Zurich, 2020
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15
A Corpus for Large-Scale Phonetic Typology ...
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16
Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model ...
Leung, Jun Yen; Emerson, Guy; Cotterell, Ryan. - : ETH Zurich, 2020
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17
Morphologically Aware Word-Level Translation ...
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18
Predicting Declension Class from Form and Meaning ...
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19
Predicting declension class from form and meaning
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20
Please Mind the Root: Decoding Arborescences for Dependency Parsing
In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) (2020)
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