Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Towards Recognizing Phrase Translation Processes: Experiments on
  English-French   When translating phrases (words or group of words), human translators,
consciously or not, resort to different translation processes apart from the
literal translation, such as Idiom Equivalence, Generalization,
Particularization, Semantic Modulation, etc. Translators and linguists (such as
Vinay and Darbelnet, Newmark, etc.) have proposed several typologies to
characterize the different translation processes. However, to the best of our
knowledge, there has not been effort to automatically classify these
fine-grained translation processes. Recently, an English-French parallel corpus
of TED Talks has been manually annotated with translation process categories,
along with established annotation guidelines. Based on these annotated
examples, we propose an automatic classification of translation processes at
subsentential level. Experimental results show that we can distinguish
non-literal translation from literal translation with an accuracy of 87.09%,
and 55.20% for classifying among five non-literal translation processes. This
work demonstrates that it is possible to automatically classify translation
processes. Even with a small amount of annotated examples, our experiments show
the directions that we can follow in future work. One of our long term
objectives is leveraging this automatic classification to better control
paraphrase extraction from bilingual parallel corpora.

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The categories of this paper are: nlin
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The categories of this paper are: bayes-an
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The categories of this paper are: physics
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The categories of this paper are: ao-sci
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The categories of this paper are: cond-mat
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The categories of this paper are: supr-con
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The categories of this paper are: dg-ga
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The categories of this paper are: plasm-ph
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The categories of this paper are: hep-ph
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The categories of this paper are: nucl-ex
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The categories of this paper are: hep-lat
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The categories of this paper are: cmp-lg
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The categories of this paper are: chem-ph
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The categories of this paper are: quant-ph
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The categories of this paper are: stat
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The categories of this paper are: math