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Translation of Biomedical Terms by Inferring Rewriting Rules
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In: Information Retrieval in Biomedicine: Natural Language Processing for Knowledge Integration ; https://hal.inria.fr/hal-00843785 ; Violaine Prince and Mathieu Roche. Information Retrieval in Biomedicine: Natural Language Processing for Knowledge Integration, IGI Global, pp.106-123, 2009, ⟨10.4018/978-1-60566-274-9.ch006⟩ (2009)
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Abstract:
International audience ; This chapter presents a simple yet efficient approach to translate automatically unknown biomedical terms from one language into another. This approach relies on a machine learning process able to infer rewriting rules from examples, that is, from a list of paired terms in two studied languages. Any new term is then simply translated by applying the rewriting rules to it. When different translations are produced by conflicting rewriting rules, we use language modeling to single out the best candidate. The experiments reported here show that this technique yields very good results for different language pairs (including Czech, English, French, Italian, Portuguese, Spanish and even Russian). The author also shows how this translation technique could be used in a cross-language information retrieval task and thus complete the dictionary-based existing approaches.
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Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; ACM: I.: Computing Methodologies/I.2: ARTIFICIAL INTELLIGENCE/I.2.7: Natural Language Processing/I.2.7.4: Machine translation
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URL: https://hal.inria.fr/hal-00843785
https://doi.org/10.4018/978-1-60566-274-9.ch006
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| 22 |
Letter-to-phoneme conversion by inference of rewriting rules
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In: Interspeech ; https://hal.inria.fr/hal-00844000 ; Interspeech, ISCA, Sep 2009, Brighton, United Kingdom. pp.1299-1302 ; http://www.isca-speech.org/archive/archive_papers/interspeech_2009/papers/i09_1299.pdf (2009)
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| 23 |
Language modeling for bag-of-visual words image categorization
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In: Proceedings of the 2008 International Conference on Image and Video Retrieval (CIVR'08) ; International Conference on Image and Video Retrieval ; https://hal.archives-ouvertes.fr/hal-00811922 ; International Conference on Image and Video Retrieval, Jul 2008, Niagara Falls, Canada. pp.249-258, ⟨10.1145/1386352.1386388⟩ (2008)
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Automatic acquisition of semantic lexicons for information retrieval ; Acquisition automatique de lexiques sémantiques pour la recherche d'information
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In: https://tel.archives-ouvertes.fr/tel-00524646 ; Interface homme-machine [cs.HC]. Université Rennes 1, 2003. Français (2003)
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