Entry Qiu:2012:RIT from talip.bib

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BibTeX entry

@Article{Qiu:2012:RIT,
  author =       "Xipeng Qiu and Ling Cao and Zhao Liu and Xuanjing
                 Huang",
  title =        "Recognizing Inference in Texts with {Markov} Logic
                 Networks",
  journal =      j-TALIP,
  volume =       "11",
  number =       "4",
  pages =        "15:1--15:??",
  month =        dec,
  year =         "2012",
  CODEN =        "????",
  DOI =          "https://doi.org/10.1145/2382593.2382597",
  ISSN =         "1530-0226 (print), 1558-3430 (electronic)",
  ISSN-L =       "1530-0226",
  bibdate =      "Thu Dec 6 07:40:55 MST 2012",
  bibsource =    "http://portal.acm.org/;
                 http://www.math.utah.edu/pub/tex/bib/talip.bib",
  abstract =     "Recognizing inference in texts (RITE) attracts growing
                 attention of natural language processing (NLP)
                 researchers in recent years. In this article, we
                 propose a novel approach to recognize inference with
                 probabilistic logical reasoning. Our approach is built
                 on Markov logic networks (MLNs) framework, which is a
                 probabilistic extension of first-order logic. We design
                 specific semantic rules based on the surface,
                 syntactic, and semantic representations of texts, and
                 map these rules to logical representations. We also
                 extract information from some knowledge bases as common
                 sense logic rules. Then we utilize MLNs framework to
                 make predictions with combining statistical and logical
                 reasoning. Experiment results shows that our system can
                 achieve better performance than state-of-the-art RITE
                 systems.",
  acknowledgement = ack-nhfb,
  articleno =    "15",
  fjournal =     "ACM Transactions on Asian Language Information
                 Processing",
  journal-URL =  "http://portal.acm.org/browse_dl.cfm?&idx=J820",
}

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