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A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs ...
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John praised Mary because he? Implicit Causality Bias and Its Interaction with Explicit Cues in LMs ...
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The ApposCorpus: A new multilingual, multi-domain dataset for factual appositive generation ...
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PuzzLing Machines: A Challenge on Learning From Small Data ...
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The ApposCorpus: A new multilingual, multi-domain dataset for factual appositive generation ...
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Uncovering Probabilistic Implications in Typological Knowledge Bases ...
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Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction ...
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How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages? ...
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Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction ...
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Copenhagen at CoNLL--SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding ...
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Abstract:
This paper documents the Team Copenhagen system which placed first in the CoNLL--SIGMORPHON 2018 shared task on universal morphological reinflection, Task 2 with an overall accuracy of 49.87. Task 2 focuses on morphological inflection in context: generating an inflected word form, given the lemma of the word and the context it occurs in. Previous SIGMORPHON shared tasks have focused on context-agnostic inflection---the "inflection in context" task was introduced this year. We approach this with an encoder-decoder architecture over character sequences with three core innovations, all contributing to an improvement in performance: (1) a wide context window; (2) a multi-task learning approach with the auxiliary task of MSD prediction; (3) training models in a multilingual fashion. ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.1809.01541 https://arxiv.org/abs/1809.01541
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A Discriminative Latent-Variable Model for Bilingual Lexicon Induction ...
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Indicatements that character language models learn English morpho-syntactic units and regularities ...
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A Discriminative Latent-Variable Model for Bilingual Lexicon Induction ...
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A Discriminative Latent-Variable Model for Bilingual Lexicon Induction
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