Browse Dept. of Computer Science by Subject "natural language processing"

  • Ratinov, Lev; Roth, Dan; Srikumar, Vivek (2008-01)
    The most fundamental problem in information retrieval is that of interpreting information needs of users, typically expressed in a short query. Using the surface level representation of the query is especially unsatisfactory ...

    application/pdf

    application/pdfPDF (226kB)
  • Oezer, Tuna (2008-02)
    This research presents a novel method for learning the lexical semantics of action verbs. The primary focus is on actions that are directed towards objects, such as kicking a ball or pushing a chair. Specifically, this ...

    application/pdf

    application/pdfPDF (2MB)
  • Jiang, Jing (2008-07)
    With the fast growth of the amount of digitalized texts in recent years, text information management becomes increasingly important in people's daily life. Natural language processing provides the foundation of many modern ...

    application/pdf

    application/pdfPDF (594kB)
  • Punyakanok, Vasin (2005-12)
    A large number of problems in natural language processing (NLP) involve outputs with complex structure. Conceptually in such problems, the task is to assign values to multiple variables which represent the outputs of several ...

    application/pdf

    application/pdfPDF (579kB)
  • Small, Kevin M. (2009-10-02)
    Statistical machine learning has become an integral technology for solving many informatics applications. In particular, corpus-based statistical techniques have emerged as the dominant paradigm for core natural language ...

    application/pdf

    application/pdfPDF (2MB)
  • Klementiev, Alexandre A. (2010-01-06)
    Recent technological advances have facilitated the collection and distribution of a plethora of increasingly diverse and complex data. Supervised learning has been able to provide the toolbox of choice for exploiting it ...

    application/pdf

    application/pdfPDF (4MB)
  • Massung, Sean Alexander (2015-04-15)
    Non-native speakers of English far outnumber native speakers; English is the main language of books, newspapers, airports, air-traffic control, international business, academic conferences, science, technology, diplomacy, ...

    application/pdf

    application/pdfPDF (273kB)
  • Chang, Ming-Wei (2012-02-06)
    Structured tasks, which often involve many interdependent decisions for each example, are the backbone for many important applications such as natural language processing tasks. The models built for structured tasks need ...

    application/pdf

    application/pdfPDF (1MB)
  • Lai, Alice Yingming (2018-12-03)
    Understanding the meaning of linguistic expressions is a fundamental task of natural language processing. While distributed representations have become a powerful technique for modeling lexical semantics, but they have ...

    application/pdf

    application/pdfPDF (2MB)
  • Mayhew, Stephen (2014-05-30)
    We begin by giving a comprehensive literature review that ties together many fields which have heretofore remained separate. We comment on the approaches from each field and show which algorithms are similar and which are ...

    application/pdf

    application/pdfPDF (306kB)
  • Roth, Dan; Sammons, Mark (2008-06)
    Traditional approaches to Natural Language Text Processing limit performance and flexibility by committing to canonical reprentations of input text, while many NLP applications for general tasks such as Textual Entailment ...

    application/pdf

    application/pdfPDF (111kB)