1. Articles in category: Machine Translation

    7873-7896 of 8094 « 1 2 ... 326 327 328 329 330 331 332 ... 336 337 338 »
    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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    4. Sentence Fusion for Multidocument News Summarization

      A system that can produce informative summaries, highlighting common information found in many online documents, will help web users to pinpoint information that they need without extensive reading. In this paper, we introduce sentence fusion, a novel text-to-text generation technique for synthesizing common information across documents...
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    7873-7896 of 8094 « 1 2 ... 326 327 328 329 330 331 332 ... 336 337 338 »
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