Disambiguation strategies for Cross-Language Information Retrieval

被引:0
|
作者
Hiemstra, D [1 ]
de Jong, F [1 ]
机构
[1] Univ Twente, Ctr Telemat & Informat Technol, NL-7500 AE Enschede, Netherlands
关键词
Cross-Language Information Retrieval; statistical machine translation;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper gives an overview of tools and methods for Cross-Language Information Retrieval (CLIR) that arp developed within the Twenty-One project. The tools and methods are evaluated with the TREC CLIR task document collection using Dutch queries on the English document base. The main issue addressed here is an evaluation of two approaches to disambiguation. The underlying question is whether a lot of effort should be: put in finding the correct translation for each query term before searching, or whether searching with more than one possible translation leads to better results? The experimental study suggests that the quality of search methods is more important than the quality of disambiguation methods. Good retrieval methods are able to disambiguate translated queries implicitly during searching.
引用
收藏
页码:274 / 293
页数:20
相关论文
共 50 条
  • [21] Relevance feedback and cross-language information retrieval
    Orengo, Viviane Moreira
    Huyck, Christian
    INFORMATION PROCESSING & MANAGEMENT, 2006, 42 (05) : 1203 - 1217
  • [22] Cross-Language Information Retrieval: An analysis of errors
    Ruiz, ME
    Srinivasan, P
    PROCEEDINGS OF THE ASIS ANNUAL MEETING, 1998, 35 : 153 - 165
  • [23] Cross-Language Information Retrieval in Web application
    Yu, SF
    Li, ZZ
    Thomassen, W
    ICCC2004: PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION VOL 1AND 2, 2004, : 1198 - 1202
  • [24] Cross-language information retrieval: the way ahead
    Gey, FC
    Kando, N
    Peters, C
    INFORMATION PROCESSING & MANAGEMENT, 2005, 41 (03) : 415 - 431
  • [25] Cross-Language Information Retrieval: An analysis of errors
    Ruiz, ME
    Srinivasan, P
    ASIS '98 - PROCEEDINGS OF THE 61ST ASIS ANNUAL MEETING, VOL 35, 1998: INFORMATION ACCESS IN THE GLOBAL INFORMATION ECONOMY, 1998, 35 : 153 - 165
  • [26] Combining evidence for cross-language information retrieval
    Kamps, J
    Monz, C
    de Rijke, M
    ADVANCES IN CROSS-LANGUAGE INFORMATION RETRIEVAL, 2003, 2785 : 111 - 126
  • [27] Matching meaning for cross-language information retrieval
    Wang, Jianqiang
    Oard, Douglas W.
    INFORMATION PROCESSING & MANAGEMENT, 2012, 48 (04) : 631 - 653
  • [28] Influence of WSD on cross-language information retrieval
    Kang, IS
    Na, SH
    Lee, JH
    NATURAL LANGUAGE PROCESSING - IJCNLP 2004, 2005, 3248 : 358 - 366
  • [29] Different approaches to cross-language information retrieval
    Kraaij, W
    Pohlmann, R
    COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS 2000, 2001, (37): : 97 - 110
  • [30] Using Mutual Information Technique in Cross-Language Information Retrieval
    Sari, Syandra
    Adriani, Mirna
    DIGITAL LIBRARIES: UNIVERSAL AND UBIQUITOUS ACCESS TO INFORMATION, PROCEEDINGS, 2008, 5362 : 276 - +