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Replacing Linguists with Dummies: A Serious Need for Trivial Baselines in Multi-Task Neural Machine Translation
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In: Prague Bulletin of Mathematical Linguistics , Vol 113, Iss 1, Pp 31-40 (2019) (2019)
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Training Tips for the Transformer Model
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In: Prague Bulletin of Mathematical Linguistics , Vol 110, Iss 1, Pp 43-70 (2018) (2018)
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Visualizing Neural Machine Translation Attention and Confidence
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In: Prague Bulletin of Mathematical Linguistics , Vol 109, Iss 1, Pp 39-50 (2017) (2017)
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Extracting Parallel Paragraphs from Common Crawl
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In: Prague Bulletin of Mathematical Linguistics , Vol 107, Iss 1, Pp 39-56 (2017) (2017)
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Evaluating Machine Translation Quality Using Short Segments Annotations
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In: Prague Bulletin of Mathematical Linguistics , Vol 103, Iss 1, Pp 85-110 (2015) (2015)
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Abstract:
We propose a manual evaluation method for machine translation (MT), in which annotators rank only translations of short segments instead of whole sentences. This results in an easier and more efficient annotation. We have conducted an annotation experiment and evaluated a set of MT systems using this method. The obtained results are very close to the official WMT14 evaluation results. We also use the collected database of annotations to automatically evaluate new, unseen systems and to tune parameters of a statistical machine translation system. The evaluation of unseen systems, however, does not work and we analyze the reasons
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Keyword:
Computational linguistics. Natural language processing; P98-98.5
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URL: https://doaj.org/article/8410fb61b1664506801d3ee4badd35df https://doi.org/10.1515/pralin-2015-0005
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Resources for Indonesian Sentiment Analysis
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In: Prague Bulletin of Mathematical Linguistics , Vol 103, Iss 1, Pp 21-41 (2015) (2015)
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TmTriangulate: A Tool for Phrase Table Triangulation
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In: Prague Bulletin of Mathematical Linguistics , Vol 104, Iss 1, Pp 75-86 (2015) (2015)
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