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1
Boosting the coverage of a semantic lexicon by automatically extracted event nominalizations
In: International Conference on Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-01838570 ; International Conference on Language Resources and Evaluation, Jan 2012, Istanbul, Turkey (2012)
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2
Measuring the adequacy of cross-lingual paraphrases in a Machine Translation setting
In: International Conference on Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01838574 ; International Conference on Computational Linguistics, Jan 2012, Mumbai, India (2012)
Abstract: International audience ; Following the growing trend in the semantics community towards models adapted to specific applications, the SemEval-2 Cross-Lingual Lexical Substitution and Word Sense Disambiguation tasks address the disambiguation needs of Machine Translation (MT). The experiments conducted in this study aim at assessing whether the proposed evaluation protocol and methodology provide a fair estimate of the adequacy of cross-lingual predictions in translations. For this purpose, the gold SemEval paraphrases are fed into a state-of-the-art MT system and the obtained translations are compared to paraphrase quality judgments based on the source context. The results show the strong dependence of cross-lingual paraphrase adequacy on the translation context and cast doubt on the contribution that systems performing well in existing evaluation schemes would have on MT. These empirical findings highlight the importance of complementing the current evaluation schemes with translation information to allow a more accurate estimation of the systems impact on end-to-end applications.
Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO]Computer Science [cs]; Cross-Lingual Lexical Substitution; Cross-Lingual Word Sense Disambiguation; Machine Translation; paraphrasing
URL: https://hal.archives-ouvertes.fr/hal-01838574
https://hal.archives-ouvertes.fr/hal-01838574/document
https://hal.archives-ouvertes.fr/hal-01838574/file/coling2012.pdf
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3
Disambiguating vectors for bilingual lexicon extraction from comparable corpora ; Razdvoumljanje vektorjev za izboljšanje luščenja dvojezičnih leksikonov iz primerljivih korpusov
In: Language Technologies Conference ; https://hal.archives-ouvertes.fr/hal-01838573 ; Language Technologies Conference, Jan 2012, Ljubljana, Slovenia (2012)
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4
Boosting the Coverage of a Semantic Lexicon by Automatically Extracted Event Nominalizations
In: LREC 2012 - Eighth International Conference on Language Resources and Evaluation ; https://hal.inria.fr/hal-00703127 ; LREC 2012 - Eighth International Conference on Language Resources and Evaluation, May 2012, Istanbul, Turkey (2012)
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5
Applying cross-lingual WSD to wordnet development
In: LREC 2012 - Eighth International Conference on Language Resources and Evaluation ; https://hal.inria.fr/hal-00703126 ; LREC 2012 - Eighth International Conference on Language Resources and Evaluation, May 2012, Istanbul, Turkey (2012)
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