UIUC/MUSC at TREC 2005 genomics track

Cheng Xiang Zhai; Xinghua Lu; Xu Ling; Xin He; Atulya Velivelli; Xuanhui Wang; Hui Fang; Azadeh Shakery

UIUC/MUSC at TREC 2005 genomics track

Cheng Xiang Zhai, Xinghua Lu, Xu Ling, Xin He, Atulya Velivelli, Xuanhui Wang, Hui Fang, Azadeh Shakery

Research output: Contribution to journal › Conference article › peer-review

Abstract

We report experiment results from the collaborative participation of UIUC and MUSC in the TREC 2005 Genomics Track. We participated in both the adhoc task and the categorization task, and studied the use of some mixture language models in these tasks. Experiment results show that a structured theme-based language modeling approach is effective in improving retrieval effectiveness for the ad hoc taks and the Latent Dirichlet Allocation method is effective in dimension reduction for the categorization task.

Original language	English (US)
Journal	NIST Special Publication
State	Published - 2005
Event	14th Text REtrieval Conference, TREC 2005 - Gaithersburg, MD, United States Duration: Nov 15 2005 → Nov 18 2005

ASJC Scopus subject areas

General Engineering

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title = "UIUC/MUSC at TREC 2005 genomics track",

abstract = "We report experiment results from the collaborative participation of UIUC and MUSC in the TREC 2005 Genomics Track. We participated in both the adhoc task and the categorization task, and studied the use of some mixture language models in these tasks. Experiment results show that a structured theme-based language modeling approach is effective in improving retrieval effectiveness for the ad hoc taks and the Latent Dirichlet Allocation method is effective in dimension reduction for the categorization task.",

author = "Zhai, {Cheng Xiang} and Xinghua Lu and Xu Ling and Xin He and Atulya Velivelli and Xuanhui Wang and Hui Fang and Azadeh Shakery",

year = "2005",

language = "English (US)",

journal = "NIST Special Publication",

issn = "1048-776X",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

note = "14th Text REtrieval Conference, TREC 2005 ; Conference date: 15-11-2005 Through 18-11-2005",

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TY - JOUR

T1 - UIUC/MUSC at TREC 2005 genomics track

AU - Zhai, Cheng Xiang

AU - Lu, Xinghua

AU - Ling, Xu

AU - He, Xin

AU - Velivelli, Atulya

AU - Wang, Xuanhui

AU - Fang, Hui

AU - Shakery, Azadeh

PY - 2005

Y1 - 2005

N2 - We report experiment results from the collaborative participation of UIUC and MUSC in the TREC 2005 Genomics Track. We participated in both the adhoc task and the categorization task, and studied the use of some mixture language models in these tasks. Experiment results show that a structured theme-based language modeling approach is effective in improving retrieval effectiveness for the ad hoc taks and the Latent Dirichlet Allocation method is effective in dimension reduction for the categorization task.

AB - We report experiment results from the collaborative participation of UIUC and MUSC in the TREC 2005 Genomics Track. We participated in both the adhoc task and the categorization task, and studied the use of some mixture language models in these tasks. Experiment results show that a structured theme-based language modeling approach is effective in improving retrieval effectiveness for the ad hoc taks and the Latent Dirichlet Allocation method is effective in dimension reduction for the categorization task.

UR - http://www.scopus.com/inward/record.url?scp=84873554152&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84873554152&partnerID=8YFLogxK

M3 - Conference article

AN - SCOPUS:84873554152

SN - 1048-776X

JO - NIST Special Publication

JF - NIST Special Publication

T2 - 14th Text REtrieval Conference, TREC 2005

Y2 - 15 November 2005 through 18 November 2005

ER -

UIUC/MUSC at TREC 2005 genomics track

Abstract

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