1. Articles in category: Machine Translation

    7969-7992 of 8195 « 1 2 ... 330 331 332 333 334 335 336 ... 340 341 342 »
    1. Randomized Decoding for Selection and Ordering Problems

      Randomized Decoding for Selection-and-Ordering Problems Pawan Deshpande, Regina Barzilay and David R. Karger Computer Science and Artificial Intelligence Laboratory Massachusetts Institute of Technology {pawand,regina,karger}@csail.mit.edu Abstract The task of selecting and ordering information appears in multiple contexts in text generation and summarization. For instance, methods for title generation construct a headline by selecting and ordering words from the input text. In this paper, we in
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    2. Learning to Paraphrase: An Unsupervised Approach Using Multiple-Sequence Alignment

      Regina Barzilay and Lillian Lee We address the text-to-text generation problem of sentence-level paraphrasing --- a phenomenon distinct from and more difficult than word- or phrase-level paraphrasing. Our approach applies multiple-sequence alignment to sentences gathered from unannotated comparable corpora...
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    3. Extracting Paraphrases from a Parallel Corpus

      While paraphrasing is critical both for interpretation and generation of natural language, current systems use manual or semi-automatic methods to collect paraphrases. We present an unsupervised learning algorithm for identification of paraphrases from a corpus of multiple English translations of the...
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    7969-7992 of 8195 « 1 2 ... 330 331 332 333 334 335 336 ... 340 341 342 »
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