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1
A Hybrid Method for Opinion Finding Task (KUNLP at TREC 2008 Blog Track)
In: DTIC (2008)
Abstract: This paper presents an approach for the Opinion Finding task at TREC 2008 Blog Track. For the Ad-hoc Retrieval subtask, we adopt language model to retrieve relevant documents. For the Opinion Retrieval subtask, we propose a hybrid model of lexicon-based approach and machine learning approach for estimating and ranking the opinionated documents. For the Polarized Opinion Retrieval subtask, we employ machine learning for predicting the polarity and linear combination technique for ranking polar documents. The hybrid model which utilize both lexicon-based approach and machine learning approach to predict and rank opinionated documents are the focuses of our participation this year. Regarding the hybrid method for opinion retrieval subtask, our submitted runs yield 15% improvement over baseline. ; Presented at the Text REtrieval Conference (17th) (TREC 2008) held in Gaithersburg, MD on 18-21 Nov 2008. Sponsored in part by DARPA and ARDA.
Keyword: *INFORMATION RETRIEVAL; *MACHINE LEARNING; *OPINION FINDING; *RANKING; BLOGS; Cybernetics; DOCUMENTS; FOREIGN REPORTS; Information Science; INTERNET; LANGUAGE; LANGUAGE MODELS; LEARNING MACHINES; LEXICON; MODELS; SOUTH KOREA; SYMPOSIA
URL: http://www.dtic.mil/docs/citations/ADA512749
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA512749
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2
TREC 2008 at the University at Buffalo: Legal and Blog Track
In: DTIC (2008)
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3
THUIR at TREC2008: Blog Track
In: DTIC (2008)
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4
KLE at TREC 2008 Blog Track: Blog Post and Feed Retrieval
In: DTIC (2008)
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5
DCU at the TREC 2008 Blog Track
In: DTIC (2008)
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6
Applying A Formal Language of Command and Control For Interoperability Between Systems
In: DTIC (2008)
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7
Automating Convoy Training Assessment to Improve Soldier Performance
In: DTIC (2008)
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8
Barriers, Bridges, and Progress in Cognitive Modeling for Military Applications
In: DTIC (2008)
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9
Odds of Successful Transfer of Low-level Concepts: A Key Metric for Bidirectional Speech-to-Speech Machine Translation in DARPA's TRANSTAC Program
In: DTIC (2008)
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10
ReSEARCH: A Requirements Search Engine
In: DTIC (2008)
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11
Integrating a Natural Language Message Pre-Processor with UIMA
In: DTIC (2008)
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12
CSIR at TREC 2008 Expert Search Task: Modeling Expert Evidence in Expert Search
In: DTIC (2008)
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13
Support for the Annual Meeting (30th) of the Cognitive Science Society
In: DTIC (2008)
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14
Laboratory for Computational Cultural Dynamics
In: DTIC (2008)
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15
Semantical Machine Understanding
In: DTIC (2008)
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16
Natural Language Dialogue Architectures for Tactical Questioning Characters
In: DTIC (2008)
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17
IIT Kharagpur at TREC 2008 Blog Track
In: DTIC (2008)
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18
DERI at TREC 2008 Enterprise Search Track
In: DTIC (2008)
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19
UTDallas at TREC 2008 Blog Track
In: DTIC (2008)
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20
Empirical Properties of Multilingual Phone-To-Word Transduction
In: DTIC (2008)
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