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Measuring the Similarity of Grammatical Gender Systems by Comparing Partitions ...
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122 |
Morphologically Aware Word-Level Translation ...
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Abstract:
We propose a novel morphologically aware probability model for bilingual lexicon induction, which jointly models lexeme translation and inflectional morphology in a structured way. Our model exploits the basic linguistic intuition that the lexeme is the key lexical unit of meaning, while inflectional morphology provides additional syntactic information. This approach leads to substantial performance improvements—19% average improvement in accuracy across 6 language pairs over the state of the art in the supervised setting and 16% in the weakly supervised setting. As another contribution, we highlight issues associated with modern BLI that stem from ignoring inflectional morphology, and propose three suggestions for improving the task. ... : Proceedings of the 28th International Conference on Computational Linguistics ...
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URL: http://hdl.handle.net/20.500.11850/462302 https://dx.doi.org/10.3929/ethz-b-000462302
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124 |
Examining Gender Bias in Languages with Grammatical Gender ...
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126 |
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection ...
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127 |
Uncovering Probabilistic Implications in Typological Knowledge Bases ...
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128 |
On the Distribution of Deep Clausal Embeddings: A Large Cross-linguistic Study ...
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129 |
On the Idiosyncrasies of the Mandarin Chinese Classifier System ...
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130 |
Combining Sentiment Lexica with a Multi-View Variational Autoencoder ...
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131 |
Don't Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction ...
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133 |
Unsupervised Discovery of Gendered Language through Latent-Variable Modeling ...
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135 |
Are All Languages Equally Hard to Language-Model?
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In: Proceedings of the Society for Computation in Linguistics (2019)
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136 |
Rethinking Phonotactic Complexity
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In: Proceedings of the Society for Computation in Linguistics (2019)
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137 |
On the Complexity and Typology of Inflectional Morphological Systems
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In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 327-342 (2019) (2019)
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138 |
Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction ...
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139 |
Marrying Universal Dependencies and Universal Morphology ...
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140 |
On the Complexity and Typology of Inflectional Morphological Systems ...
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