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EAGER: Exploiting the "Naturalness" of Software

EAGER: Exploiting the "Naturalness" of Software
EAGER:利用软件的“自然性”
批准号:
1247088
负责人:
William Cohen
金额:
$20.0万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2012
资助国家:
美国
项目状态:
已结题
起止时间:
2012-09-01 至 2014-02-28

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中文摘要
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英文摘要
A study of software code has revealed a surprising result: that software code may be just as (if not more) "natural" as natural language itself (e.g., English) in that code is highly predictable and repetitive; statistical natural language techniques may be applied quite competently for some software engineering tasks. For example, N-grams may be quite effective at suggestion and completion tasks in code. The evidence supports further exploration of the applicability of statistical NLP techniques and tools to software development activities and processes. The project explores the feasibility of establishing a scientific basis and tools for a variety of code-level software engineering functions -- including natural language summarization, code retrieval, software question answering, automated code completion, and assistive tools for disabled developers to support software engineering, forming not only a new and important domain for further research in NLP, but also a totally new approach to software development.
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SHF: Large: Collaborative Research: Exploiting the Naturalness of Software
  • 批准号:
    1414030
  • 项目类别:
    Continuing Grant
  • 资助金额:
    $66.67万
  • 财政年份:
    2014
  • 负责人:
    William Cohen
  • 依托单位:
BIGDATA: Small: Big Data for Everyone
  • 批准号:
    1250956
  • 项目类别:
    Standard Grant
  • 资助金额:
    $54.84万
  • 财政年份:
    2013
  • 负责人:
    William Cohen
  • 依托单位:
Collaborative Research: SoCS: Analysis of Social Media Driven By Theories of Political Psychology
  • 批准号:
    0968481
  • 项目类别:
    Standard Grant
  • 资助金额:
    $35.63万
  • 财政年份:
    2010
  • 负责人:
    William Cohen
  • 依托单位:
III-CTX-Small: Adaptive Integration of Structured and Unstructured Data from Many Sources in a Biological Domain
  • 批准号:
    0811562
  • 项目类别:
    Standard Grant
  • 资助金额:
    $44.31万
  • 财政年份:
    2008
  • 负责人:
    William Cohen
  • 依托单位:
海外基金