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1
QUT Para at TREC 2012 Web Track: Word Associations for Retrieving Web Documents
In: DTIC (2012)
Abstract: Many existing information retrieval models do not explicitly take into account information about word associations. Our approach makes use of first and second order relationships found in natural language, known as syntagmatic and paradigmatic associations, respectively. This is achieved by using a formal model of word meaning within the query expansion process. On ad hoc retrieval, our approach achieves statistically significant improvements in MAP (0.158) and P at 20 (0.396) over our baseline model. The ERR at 20 and nDCG at 20 of our system was 0.249 and 0.192 respectively. Our results and discussion suggest that information about both syntagamtic and paradigmatic associations can assist with improving retrieval effectiveness on ad hoc retrieval. ; Presented at the Twenty-First Text REtrieval Conference (TREC 2012) held in Gaithersburg, Maryland, November 6-9, 2012. 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). U.S. Government or Federal Rights License
Keyword: *INFORMATION RETRIEVAL; AUSTRALIA; DOCUMENTS; FOREIGN REPORTS; Information Science; INTERNET; Linguistics; NATURAL LANGUAGE; SYMPOSIA; WORD ASSOCIATIONS; WORDS(LANGUAGE)
URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA581300
http://www.dtic.mil/docs/citations/ADA581300
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2
Linguistic Model for Axle Fatigue
In: DTIC (2012)
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3
Phoneme Class Based Adaptation for Mismatch Acoustic Modeling of Distant Noisy Speech (Preprint)
In: DTIC (2012)
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4
Conference Report: Cultural and Linguistic Advancement for Mission Success: Enhancing Language, Regional and Cultural Capabilities Across Whole of Government for an Effective COIN Strategy
In: DTIC (2012)
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5
Familiar Speaker Recognition
In: DTIC (2012)
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6
Machine Recognition vs Human Recognition of Voices
In: DTIC (2012)
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7
Speaker Clustering for a Mixture of Singing and Reading (Preprint)
In: DTIC (2012)
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8
Applications of Lexical Link Analysis Web Service for Large-Scale Automation, Validation, Discovery, Visualization, and Real-Time Program-Awareness
In: DTIC (2012)
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9
Compressed Domain Automatic Level Control Based on ITU-T G.722.2
In: DTIC (2012)
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10
Integrating Hard and Soft Information Sources for D2D Using Controlled Natural Language
In: DTIC (2012)
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11
SAWUS: Siena's Automatic Wikipedia Update System
In: DTIC (2012)
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12
Aligning Learning Capability with Strategy: A Training Needs Assessment (TNA) Case Study
In: DTIC (2012)
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13
Learning for Microblogs with Distant Supervision: Political Forecasting with Twitter
In: DTIC (2012)
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14
Kommunikation in der naturwissenschaftlichen Forschung: eine Studie aus sozialpsychologisch-semiotischer Perspektive
In: Journal für Psychologie ; 6 ; 2 ; 53-69 (2012)
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