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1
Relevance Feedback based on Constrained Clustering: FDU at TREC 09
In: DTIC (2009)
Abstract: We introduce our participation of the TREC Relevance Feedback(RF) TRACK in 2009. The RF09 TRACK is focused on the explicit relevant feedback, where a few relevant and irrelevant documents are available to each query. Our system is implemented under the framework of probabilistic language model. We apply the constrained clustering on the top returned documents and extract the expanded words to reform the query. We also extract the named entities from the explicit relevant documents to expand the query. The experiment was conducted on the ClueWeb09 TREC Category B, which is a new and huge test collection for the TREC TRACKs. The evaluation result shows the performance of the constrained clustering. ; Presented at the Text REtrieval Conference (TREC 2009, 18th) held in Gaithersburg, Maryland on 17-20 November 2009. Published in the Proceedings of the Text REtrieval Conference (TREC 2009, 18th), 2009. The conference was co-sponsored by the National Institute of Standards and Technology (NIST), the Defense Advanced Research Projects Agency (DARPA), and the Advanced Research and Development Activity (ARDA). The original document contains color images.
Keyword: *CLUSTERING; *FEEDBACK; *INFORMATION RETRIEVAL; *INFORMATION SCIENCES; *INTERNET; *RF(RELEVANCE FEEDBACK); CHINA; COLLECTION; Computer Programming and Software; CONSTRAINED CLUSTERING; Equipment and Methods; EXPANSION; FOREIGN REPORTS; Information Science; INTERNET BROWSERS; LANGUAGE; Linguistics; MATHEMATICAL MODELS; PROBABILITY; QUERIES(INFORMATION SCIENCES); RELEVANCE(INFORMATION SCIENCES); REPRINTS; SOCIAL COMMUNICATION; SYMPOSIA; TEST AND EVALUATION; Test Facilities; WORDS(LANGUAGE)
URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA517715
http://www.dtic.mil/docs/citations/ADA517715
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2
A Journey in Entity Related Retrieval for TREC 2009
In: DTIC (2009)
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3
Lucene for n-grams using the ClueWeb Collection
In: DTIC (2009)
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4
BIT at TREC 2009 Faceted Blog Distillation Task
In: DTIC (2009)
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5
IRRA at TREC 2009: Index Term Weighting based on Divergence From Independence Model
In: DTIC (2009)
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6
POSTECH at TREC 2009 Blog Track: Top Stories Identification
In: DTIC (2009)
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7
PRIS at 2009 Relevance Feedback track: Experiments in Language Model for Relevance Feedback
In: DTIC (2009)
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8
Experiments on Related Entity Finding Track at TREC 2009
In: DTIC (2009)
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9
Facet Classification of Blogs: Know-Center at the TREC 2009 Blog Distillation Task
In: DTIC (2009)
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10
Comparing Evaluation Metrics for Sentence Boundary Detection
In: DTIC (2007)
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11
Efficacy in Automated Language Translators
In: DTIC (2006)
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12
Measuring Translation Quality by Testing English Speakers with a New Defense Language Proficiency Test for Arabic
In: DTIC (2005)
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13
Measuring Human Readability of Machine Generated Text: Three Case Studies in Speech Recognition and Machine Translation
In: DTIC (2005)
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14
Uses of the Diagnostic Rhyme Test (English Version) for Predicting the Effects of Communicators' Linguistic Backgrounds on Voice Communications in English: An Exploratory Study
In: DTIC (2000)
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15
The Bible, Truth, and Multilingual OCR Evaluation
In: DTIC (1998)
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16
Focus of Tipster Phases I and 2
In: DTIC (1996)
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17
Tipster Shogun System (Joint GE-CMU): MUC-4 Test Results and Analysis
In: DTIC (1992)
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18
GE-CMU: Description of the Tipster/Shogun System as Used for MUC-4
In: DTIC (1992)
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19
BBN PLUM: MUC-4 Test Results and Analysis
In: DTIC (1992)
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20
Overview of the Fourth Message Understanding Evaluation and Conference
In: DTIC AND NTIS (1992)
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