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1
Generalizing from relevance feedback using named entity wildcards
In: http://www.cs.cmu.edu/%7Ealad/papers/lad-cikm07.pdf (2007)
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2
Translingual Information Retrieval: A Comparative Evaluation ...
Carbonell, Jaime G.; Yiming Yang; Frederking, Robert. - : Carnegie Mellon University, 2007
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3
Translingual Information Retrieval: A Comparative Evaluation ...
Carbonell, Jaime G.; Yiming Yang; Frederking, Robert. - : Carnegie Mellon University, 2007
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4
CONTROL: CLEF-2003 with Open, Transparent Resources Off-Line. Experiments with merging strategies
In: http://www.clef-campaign.org/2003/WN_web/07.pdf (2003)
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5
A Study of Approaches to Hypertext Categorization
In: http://www.cs.cmu.edu/~yiming/papers.yy/jiis02.ps.gz (2002)
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6
Report on the CONALD Workshop on Learning from Text and the Web
In: http://www.cs.cmu.edu/~yiming/papers.yy/conald98-report.ps.gz (1998)
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7
Translingual Information Retrieval: Learning from Bilingual Corpora ...
Yiming Yang; Carbonell, Jaime G.; Brown, Ralf D.. - : Carnegie Mellon University, 1998
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8
Translingual Information Retrieval: Learning from Bilingual Corpora ...
Yiming Yang; Carbonell, Jaime G.; Brown, Ralf D.. - : Carnegie Mellon University, 1998
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9
Translingual Information Retrieval: Learning from Bilingual Corpora
In: http://www.cs.cmu.edu/afs/cs.cmu.edu/user/ralf/pub/WWW/papers/aij98.ps (1997)
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10
Translingual Information Retrieval: A Comparative Evaluation
In: http://www-cgi.cs.cmu.edu./People/ralf/papers/ijcai97-5.ps (1997)
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11
Translingual Information Retrieval: A Comparative Evaluation
In: http://www.cs.cmu.edu/~yiming/papers.yy/ijcai97-6.ps.gz (1997)
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12
A linear least squares fit mapping method for information retrieval from natural language texts
In: http://acl.ldc.upenn.edu/C/C92/C92-2069.pdf (1992)
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13
Translingual Information Retrieval: Learning from Bilingual Corpora ...
Yiming Yang; Carbonell, Jaime G.; Brown, Ralf D. - : Carnegie Mellon University, 1988
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14
Translingual Information Retrieval: Learning from Bilingual Corpora ...
Yiming Yang; Carbonell, Jaime G.; Brown, Ralf D. - : Carnegie Mellon University, 1988
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15
ABSTRACT Generalizing from Relevance Feedback using Named Entity Wildcards
In: http://nyc.lti.cs.cmu.edu/yiming/Publications/alad-cikm07.pdf
Abstract: Traditional adaptive filtering systems learn the user’s interests in a rather simple way – words from relevant documents are favored in the query model, while words from irrelevant documents are down-weighted. This biases the query model towards specific words seen in the past, causing the system to favor documents containing relevant but redundant information over documents that use previously unseen words to denote new facts about the same news event. This paper proposes news ways of generalizing from relevance feedback by augmenting the traditional bagof-words query model with named entity wildcards that are anchored in context. The use of wildcards allows generalization beyond specific words, while contextual restrictions limit the wildcard-matching to entities related to the user’s query. We test our new approach in a nuggetlevel adaptive filtering system and evaluate it in terms of both relevance and novelty of the presented information. Our results indicate that higher recall is obtained when lexical terms are generalized using wildcards. However, such wildcards must be anchored to their context to maintain good precision. How the context of a wildcard is represented and matched against a given document also plays a crucial role in the performance of the retrieval system.
Keyword: adaptive filtering; Experimentation; filtering; I.5.2 General Terms Design; Measurement; named entities; Performance. Keywords Relevance feedback; Relevance feedback; Retrieval models; Selection process
URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.62.9794
http://nyc.lti.cs.cmu.edu/yiming/Publications/alad-cikm07.pdf
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16
Combining Prediction, Syntactic Analysis and Semantic Analysis in Chinese Sentence Analysis
In: http://dli.iiit.ac.in/ijcai/IJCAI-87-VOL2/PDF/016.pdf
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17
Cross-Lingual Event Tracking
In: http://www.cs.cmu.edu/~mrogati/pubs/cledt.pdf
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18
Applying CLIR Techniques to Event Tracking
In: http://nyc.lti.cs.cmu.edu/yiming/Publications/ma-airs04.pdf
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19
Relevance of Cluster size in MMR based Summarizer: A Report 11-742: Self-paced lab in Information Retrieval
In: http://www.cs.cmu.edu/~madhavi/publications/Ganapathiraju_11-742Report.pdf
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20
Statistical learning
In: http://nyc.lti.cs.cmu.edu/yiming/Publications/yang-aij98.pdf
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