Matches in ScholarlyData for { ?s ?p ?o. }
- 444 label "Using Reordering in Statistical Machine Translation based on Alignment Block Classification".
- 444 sameAs 444.
- 444 abstract "Statistical Machine Translation (SMT) is based on alignment models which learn from bilingual corpora the word correspondences between source and target language. These models are assumed to be capable of learning reorderings of sequences of words. However, the difference in word order between two languages is one of the most important sources of errors in SMT. This paper proposes a Recursive Alignment Block Classification algorithm (RABCA) that can take advantage of inductive learning in order to solve reordering problems. This algorithm should be able to cope with swapping examples seen during training; it should infer properties that might permit to reorder pairs of blocks (sequences of words) which did not appear during training; and finally it should be robust with respect to training errors and ambiguities. Experiments are reported on the EuroParl task and RABCA is tested using two state-of-the-art SMT systems: a phrased-based and an Ngram-based. In both cases, RABCA improves results.".
- 444 hasAuthorList authorList.
- 444 hasTopic Linguistics.
- 444 isPartOf proceedings.
- 444 keyword "Machine Translation, SpeechToSpeech Translation".
- 444 keyword "Other".
- 444 keyword "Statistical methods".
- 444 title "Using Reordering in Statistical Machine Translation based on Alignment Block Classification".
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- item-1 hasContent marta-r-costa-jussa.
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- item-2 hasContent jose-a-r-fonollosa.
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- item-3 hasContent enric-monte.
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- 445 creator bonnie-dorr.
- 445 creator brett-powley.
- 445 creator bryan-gibson.
- 445 creator dongwon-lee.
- 445 creator dragomir-radev.
- 445 creator mark-joseph.
- 445 creator min-yen-kan.
- 445 creator robert-dale.
- 445 creator steven-bird.
- 445 creator yee-fan-tan.
- 445 type InProceedings.
- 445 label "The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational Linguistics".
- 445 sameAs 445.
- 445 abstract "The ACL Anthology is a digital archive of conference and journal papers in natural language processing and computational linguistics. Its primary purpose is to serve as a reference repository of research results, but we believe that it can also be an object of study and a platform for research in its own right. We describe an enriched and standardized reference corpus derived from the ACL Anthology that can be used for research in scholarly document processing. This corpus, which we call the ACL Anthology Reference Corpus (ACL ARC), brings together the recent activities of a number of research groups around the world. Our goal is to make the corpus widely available, and to encourage other researchers to use it as a standard testbed for experiments in both bibliographic and bibliometric research.".
- 445 hasAuthorList authorList.
- 445 hasTopic Linguistics.
- 445 isPartOf proceedings.
- 445 keyword "Corpus (creation, annotation, etc.)".
- 445 keyword "Digital libraries".
- 445 keyword "LR national/international projects, organizational/policy issues".
- 445 title "The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational Linguistics".
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- item-1 hasContent steven-bird.
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- item-9 hasContent dragomir-radev.
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- 447 creator chris-biemann.
- 447 creator florian-holz.