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Hits 1 – 20 of 171
1
Unsupervised sentiment analysis with emotional signals
Xia Hu
;
Jiliang Tang
;
Huiji Gao
...
In: http://www.public.asu.edu/~xiahu/papers/www13.pdf (2013)
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2
Automatic refinement of patent queries using concept importance predictors
Parvaz Mahdabi
;
Linda Andersson
;
Mostafa Keikha
;
Fabio Crestani
In: http://www.inf.usi.ch/phd/keikha/papers/fp099-mahdabi.pdf (2012)
Abstract:
Patent prior art queries are full patent applications which are much longer than standard web search topics. Such queries are composed of hundreds of terms and do not rep-resent a focused information need. One way to make the queries more focused is to select a group of key terms as representatives. Existing works show that such a selection to reduce patent queries is a challenging task mainly because of the presence of ambiguous terms. Given this setup, we present a query modeling approach where we utilize patent-specific characteristics to generate more precise queries. We propose to automatically disambiguate query terms by em-ploying noun phrases that are extracted using the global analysis of the patent collection. We further introduce a method for predicting whether expansion using noun phrases would improve the retrieval effectiveness. Our experiments show that we can obtain almost 20% improvement by performing query expansion using the true importance of the noun phrase queries. Based on this ob-servation, we introduce various features that can be used to estimate the importance of the noun phrase query. We evaluated the effectiveness of the proposed method on the patent prior art search collection CLEF-IP 2010. Our ex-perimental results indicate that the proposed features make good predictors of the noun phrase importance, and selec-tive application of noun phrase queries using the importance predictors outperforms existing query generation methods.
Keyword:
Categories and Subject Descriptors H.3.3 [Information Storage and Retrieval
;
Measurement Keywords Patent Search
;
Performance
;
Query for- mulation
;
Query Generation
;
Relevance Feedback General Terms Experimentation
;
Relevance Model
URL:
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.653.1525
http://www.inf.usi.ch/phd/keikha/papers/fp099-mahdabi.pdf
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3
Identifying task-based sessions in search engine query logs
Claudio Lucchese
;
Salvatore Orl
In: http://pomino.isti.cnr.it/%7Esilvestr/wp-content/uploads/2011/02/wsdm2011.pdf (2011)
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4
Identifying task-based sessions in search engine query logs
Claudio Lucchese
;
Salvatore Orl
In: http://www.dsi.unive.it/~orlando/PUB/wsdm2011.pdf (2011)
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5
Integrating document clustering and . . .
SHENGHUO ZHU, ,et al.
In: http://users.cis.fiu.edu/~taoli/pub/a14-wang.pdf (2011)
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6
The Effect of Different Context Representations on Word Sense Discrimination in Biomedical Texts
Ted Pedersen
In: http://www.d.umn.edu/~tpederse/Pubs/acm-ihi-2010-pedersen.pdf (2010)
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7
Transliteration for resource-scarce languages
Manoj K. Chinnakotla
;
Om P. Damani
;
Avijit Satoskar
In: http://www.cse.iitb.ac.in/~damani/papers/TALIP10/transliterationTALIP10.pdf (2010)
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8
Hiroshima city university at evaluation subtask in the NTCIR-8 patent translation task
Hidetsugu Nanba
;
Kazuho Hirahara
;
Toshiyuki Takezawa
In: http://research.nii.ac.jp/ntcir/workshop/OnlineProceedings8/NTCIR/09-NTCIR8-PATMT-NanbaH.pdf (2010)
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9
Clickthrough-based translation models for web search: from word models to phrase models
Jianfeng Gao
;
Xiaodong He
;
Jian-yun Nie
In: http://www.iro.umontreal.ca/~nie/Publication/gao-cikm10.pdf (2010)
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10
M.: Application of Axiomatic Approaches to Crosslanguage Retrieval
Roman Kern
;
Andreas Juffinger
;
Michael Granitzer
In: http://clef.isti.cnr.it/2009/working_notes/rkern-paperCLEF2009.pdf (2010)
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11
Cross-language retrieval using link-based language models
Benjamin Roth
;
Dietrich Klakow
In: http://www.lsv.uni-saarland.de/sigir2010-link-lm-clir.pdf (2010)
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12
Lexical Ambiguity in Cross-Language Image Retrieval: a Preliminary Analysis. CLEF 2009 worskhop notes
Borja Navarro-colorado
;
Marcel Puchol-blasco
;
Rafael M. Terol
...
In: http://clef.isti.cnr.it/2009/working_notes/bnavarro-paperCLEF09.pdf (2009)
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13
Using semantic relatedness and word sense disambiguation for (cl)ir
Eneko Agirre
;
Arantxa Otegi
;
Hugo Zaragoza
In: http://clef.isti.cnr.it/2009/working_notes/agirre-robust-paperCLEF2009.pdf (2009)
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14
Learning to rank for quantity consensus queries
Somnath Banerjee
;
Soumen Chakrabarti
;
Ganesh Ramakrishnan
In: http://www.cc.gatech.edu/~zha/CSE8801/learning-to-rank/p243-banerjee.pdf (2009)
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15
Overview of VideoCLEF 2009: New perspectives on speech-based multimedia content enrichment
Martha Larson
;
Eamonn Newman
;
Gareth J. F. Jones
In: http://clef.isti.cnr.it/2009/working_notes/larsonVideoCLEF2009_overview.pdf (2009)
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16
Multiple retrieval models and regression models for prior art search
Patrice Lopez
;
Laurent Romary
In: http://clef.isti.cnr.it/2009/working_notes/lopez-paperCLEF2009.pdf (2009)
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17
Overview of iCLEF 2009: Exploring Search Behaviour in a Multilingual Folksonomy environment
Julio Gonzalo
;
Paul Clough
;
Jussi Karlgren
In: http://clef.isti.cnr.it/2009/working_notes/iclef_overview_2009.pdf (2009)
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18
Multiple retrieval models and regression models for prior art search
Patrice Lopez
;
Laurent Romary
In: http://hal.archives-ouvertes.fr/docs/00/41/18/35/PDF/technote.pdf (2009)
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19
German, French, English and Persian Retrieval Experiments at CLEF 2009
Stephen Tomlinson
In: http://clef.isti.cnr.it/2009/working_notes/tomlinson-paperCLEF2009.pdf (2009)
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20
Word Topic Models for Spoken Document Retrieval and Transcription
Berlin Chen
In: http://berlin.csie.ntnu.edu.tw/Berlin_Research/Manuscripts/2009/2009-ACM-TALIP-Word Topic Models for Spoken Document Retrieval and Transcription.pdf (2009)
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