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Proceedings of the Fourteenth Text REtrieval Conference, TREC 2005, Gaithersburg, Maryland, USA, November 15-18, 2005

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A Comparison of Techniques for Classification and Ad Hoc Retrieval of Biomedical Documents
Aaron M. Cohen | Jianji Yang | William R. Hersh

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A Conceptual Indexing Approach for the TREC Robust Task
Mustapha Baziz | Mohand Boughanem | Nathalie Aussenac-Gilles

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A Menagerie of Tracks at Maryland: HARD, Enterprise, QA, and Genomics, Oh My!
Jimmy Lin | Eileen G. Abels | Dina Demner-Fushman | Douglas W. Oard | Philip Wu | Yejun Wu

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A TREC Along the Spam Track with SpamBayes
Tony Andrew Meyer

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An Axiomatic Approach to IR–UIUC TREC 2005 Robust Track Experiments
Hui Fang | ChengXiang Zhai

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AnswerFinder at TREC 2005
Diego Mollá | Menno van Zaanen

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Applying Probabilistic Thematic Clustering for Classification in the TREC 2005 Genomics Track
Z. H. Zheng | Scott Brady | A. Garg | Hagit Shatkay

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Applying the Annotation View on Messages for Discussion Search
Ingo Frommholz

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Biomedical Document Triage: Automatic Classification Exploiting Category Specific Knowledge
L. Venkata Subramaniam | Sougata Mukherjea | Diwakar Punjani

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Building on Redundancy: Factoid Question Answering, Robust Retrieval and the "Other"
Dmitri Roussinov | Elena Filatova | Michael Chau | Jose Antonio Robles-Flores

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CAS-ICT at TREC 2005 Robust Track: Using Query Expansion and RankFusion to Improve Effectiveness and Robustness of Ad Hoc Information Retrieval
Guodong Ding | Bin Wang | Shuo Bai

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CAS-ICT at TREC 2005 SPAM Track: Using Non-Textual Information to Improve Spam Filtering Performance
Shuhua Wang | Bin Wang | Hao Lang | Xueqi Cheng

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CNDS Expert Finding System for TREC 2005
Conglei Yao | Bo Peng | Jing He | Zhifeng Yang

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CRM114 versus Mr. X: CRM114 Notes for the TREC 2005 Spam Track
Fidelis Assis | William S. Yerazunis | Christian Siefkes | Shalendra Chhabra

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CSUSM at TREC 2005: Genomics and Enterprise Track
Rocio Guillén

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Classifying Biomedical Articles by Making Localized Decisions
Thomas Brow | Burr Settles | Mark Craven

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Combining Thesauri-Based Methods for Biomedical Retrieval
Edgar Meij | Leonie IJzereef | Leif Azzopardi | Jaap Kamps | Maarten de Rijke

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Concept Recognition and the TREC Genomics Tasks
J. Gregory Caporaso | William A. Baumgartner Jr. | K. Bretonnel Cohen | Helen L. Johnson | Jesse Paquette | Lawrence Hunter

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DBACL at the TREC 2005
L. A. Breyer

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DIMACS at the TREC 2005 Genomics Track
Aynur A. Dayanik | Alexander Genkin | Paul B. Kantor | David D. Lewis | David Madigan

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DalTREC 2005 QA System Jellyfish: Mark-and-Match Approach to Question Answering
Tony Abou-Assaleh | Nick Cercone | Jon Doyle | Vlado Keselj | Chris Whidden

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DalTREC 2005 Spam Track: Spam Filtering Using N-gram-based Techniques
Vlado Keselj | Evangelos E. Milios | Andrew Tuttle | Singer Wang | Roger Zhang

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DataparkSearch at TREC 2005
Maxim Zakharov

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Differential Linguistics at NIST TREC
Ilya S. Geller

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Dublin City University at the TREC 2005 Terabyte Track
Paul Ferguson | Cathal Gurrin | Alan F. Smeaton | Peter Wilkins

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Effective Smoothing for a Terabyte of Text
Jaap Kamps

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Efficiency vs. Effectiveness in Terabyte-Scale Information Retrieval
Stefan Büttcher | Charles L. A. Clarke

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Employing Two Question Answering Systems in TREC 2005
Sanda M. Harabagiu | Dan I. Moldovan | Christine Clark | Mitchell Bowden | Andrew Hickl | Patrick Wang

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Enhance Genomic IR with Term Variation and Expansion: Experience of the IASL Group at Genomic Track 2005
Tsung-Han Tsai | Chia-Wei Wu | Hsieh-Chuan Hung | Yu-Chun Wang | Ding He | Yi-Feng Lin | Cheng-Wei Lee | Ting-Yi Sung | Wen-Lian Hsu

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Enterprise, QA, Robust and Terabyte Experiments with Hummingbird SearchServer at TREC 2005
Stephen Tomlinson

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Evaluation of Stemming, Query Expansion and Manual Indexing Approaches for the Genomic Task
Samir Abdou | Jacques Savoy | Patrick Ruch

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Experiment Report of TREC 2005 Genomics Track ad hoc Retrieval Task
Wei Zhou | Clement T. Yu

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Experiments for HARD and Enterprise Tracks
Olga Vechtomova | Maheedhar Kolla | Murat Karamuftuoglu

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Experiments in Questions and Relationships at the University of Iowa
David Eichmann | Padmini Srinivasan

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Experiments on Genomics Ad Hoc Retrieval
Miguel E. Ruiz

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Experiments with Language Models for Known-Item Finding of E-mail Messages
Paul Ogilvie | Jamie Callan

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Exploring Document Content with XML to Answer Questions
Kenneth C. Litkowski

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External Knowledge Sources for Question Answering
Boris Katz | Gregory Marton | Gary C. Borchardt | Alexis Brownell | Sue Felshin | Daniel Loreto | Jesse Louis-Rosenberg | Ben Lu | Federico Mora | Stephan Stiller | Özlem Uzuner | Angela Wilcox

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FDUQA on TREC 2005 QA Track
Lide Wu | Xuanjing Huang | Yaqian Zhou | Zhushuo Zhang | Fen Lin

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Factoid Question Answering over Unstructured and Structured Web Content
Silviu Cucerzan | Eugene Agichtein

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Fusion of Knowledge-Intensive and Statistical Approaches for Retrieving and Annotating Textual Genomics Documents
Alan R. Aronson | Dina Demner-Fushman | Susanne M. Humphrey | Jimmy Lin | Patrick Ruch | Miguel E. Ruiz | Lawrence H. Smith | Lorraine K. Tanabe | W. John Wilbur | Hongfang Liu

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Fuzzy Proximity Ranking with Boolean Queries
Michel Beigbeder | Annabelle Mercier

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Genomic Information Retrieval Through Selective Extraction and Tagging by the ASU-BioAL Group
Lian Yu | Syed Toufeeq Ahmed | Graciela Gonzalez | Brendan Logsdon | Mutsumi Nakamura | Shawn Nikkila | Kalpesh Shah | Luis Tari | Ryan Wendt | Amanda Zeigler | Chitta Baral

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HARD Track Overview in TREC 2005 High Accuracy Retrieval from Documents
James Allan

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IBM SpamGuru on the TREC 2005 Spam Track
Richard B. Segal

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IBM's PIQUANT II in TREC 2005
Jennifer Chu-Carroll | Pablo Ariel Duboue | John M. Prager | Krzysztof Czuba

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IIT TREC 2005: Genomics Track
Jay Urbain | Nazli Goharian | Ophir Frieder

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ILQUA–An IE-Driven Question Answering System
Min Wu | Michelle Duan | Samira Shaikh | Sharon G. Small | Tomek Strzalkowski

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IXE at the TREC 2005 Terabyte Task
Giuseppe Attardi

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Identifying Relevant Full-Text Articles for Database Curation
Chih Lee | Wen-Juan Hou | Hsin-Hsi Chen

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Indri at TREC 2005: Terabyte Track
Donald Metzler | Trevor Strohman | Yun Zhou | W. Bruce Croft

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Insun05QA on QA Track of TREC 2005
Yuming Zhao | Zhiming Xu | Yi Guan | Peng Li

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Interactive Construction of Query Language Models - UIUC TREC 2005 HARD Track Experiments
Bin Tan | Atulya Velivelli | Hui Fang | ChengXiang Zhai

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JAVELIN I and II Systems at TREC 2005
Eric Nyberg | Robert E. Frederking | Teruko Mitamura | Matthew W. Bilotti | Kerry Hannan | Laurie Hiyakumoto | Jeongwoo Ko | Frank Lin | Lucian Vlad Lita | Vasco Pedro | Andrew Hazen Schlaikjer

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JHU/APL at TREC 2005: QA Retrieval and Robust Tracks
James Mayfield | Paul McNamee

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Juru at TREC 2005: Query Prediction in the Terabyte and the Robust Tracks
Elad Yom-Tov | David Carmel | Adam Darlow | Dan Pelleg | Shai Errera-Yaakov | Shai Fine

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Language Modeling Approaches for Enterprise Tasks
Leif Azzopardi | Krisztian Balog | Maarten de Rijke

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Learning Domain-Specific Knowledge from Context–THUIR at TREC 2005 Genomics Track
Jiao Li | Xian Zhang | Yu Hao | Minlie Huang | Xiaoyan Zhu

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Logistic Regression Merging of Amberfish and Lucene Multisearch Results
Christopher T. Fallen | Gregory B. Newby

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Looking at Limits and Tradeoffs: Sabir Research at TREC 2005
Chris Buckley

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MATRIX at the TREC 2005 Robust Track
W. S. Wong | Ho Chung Wu | Robert Wing Pong Luk | Hong Va Leong | Kam-Fai Wong | Kui-Lam Kwok

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MG4J at TREC 2005
Paolo Boldi | Sebastiano Vigna

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MITRE's Qanda at TREC 14
John D. Burger | Samuel Bayer

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Meiji University HARD and Robust Track Experiments
Kazuya Kudo | Kenji Imai | Makoto Hashimoto | Tomohiro Takagi

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Melbourne University 2005: Enterprise and Terabyte Tasks
Vo Ngoc Anh | William Webber | Alistair Moffat

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Microsoft Cambridge at TREC 14: Enterprise Track
Nick Craswell | Hugo Zaragoza | Stephen Robertson

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NLPR at TREC 2005: HARD Experiments
Bibo Lv | Jun Zhao

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National Taiwan University at Terabyte Track of TREC 2005
Ming-Hung Hsu | Hsin-Hsi Chen

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Overview of TREC 2005
Ellen M. Voorhees

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Overview of the TREC 2005 Question Answering Track
Ellen M. Voorhees | Hoa Trang Dang

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Overview of the TREC 2005 Robust Retrieval Track
Ellen M. Voorhees

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Overview of the TREC 2005 Enterprise Track
Nick Craswell | Arjen P. de Vries | Ian Soboroff

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PRIS Kidult Anti-SPAM Solution at the TREC 2005 Spam Track: Improving the Performance of Naive Bayes for Spam Detection
Zhen Yang | Weiran Xu | Bo Chen | Jiani Hu | Jun Guo

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Pattern Based Customized Learning for TREC Genomics Track Categorization Task
Wai Lam | Yiqiu Han | Ki Chan

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Peking University at the TREC 2005 Question and Answering Track
Jing He | Cheng Chen | Conglei Yao | Ping Yin | Yongjun Bao

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Pitt at TREC 2005: HARD and Enterprise
Daqing He | Jae-wook Ahn

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QACTIS-based Question Answering at TREC 2005
Patrick Schone | Gary M. Ciany | R. Cutts | Paul McNamee | James Mayfield | Thomas Smith

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QuALiM at TREC 2005: Web-Question Answering with FrameNet
Michael Kaisser

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Queensland University of Technology at TREC 2005
Alan Woodley | Chengye Lu | Tony R. Sahama | John King | Shlomo Geva

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Question Answering Using the DLT System at TREC 2005
Michael Mulcahy | Kieran White | Igal Gabbay | Aoife O'Gorman | Richard F. E. Sutcliffe

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Question Answering with Lydia (TREC 2005 QA Track)
Jae Hong Kil | Levon Lloyd | Steven Skiena

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Question Answering with SEMEX at TREC 2005
Demetrios G. Glinos

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Question Answering with QED at TREC 2005
Kisuh Ahn | Johan Bos | David Kor | Malvina Nissim | Bonnie L. Webber | James R. Curran

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RMIT University at TREC 2005: Terabyte and Robust Track
Yaniv Bernstein | Bodo Billerbeck | Steven Garcia | Nicholas Lester | Falk Scholer | Justin Zobel | William Webber

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Relevance Feedback by Exploring the Different Feedback Sources and Collection Structure
Junlin Zhang | Le Sun | Yuanhua Lv | Wei Zhang

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Report on the TREC 2005 Experiment: Genomics Track
Patrick Ruch | Frédéric Ehrler | Samir Abdou | Jacques Savoy

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Research on Expert Search at Enterprise Track of TREC 2005
Yunbo Cao | Jingjing Liu | Shenghua Bao | Hang Li

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Retrieval of Biomedical Documents by Prioritizing Key Phrases
Kevin Hsin-Yih Lin | Wen-Juan Hou | Hsin-Hsi Chen

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Rutgers Information Interaction Lab at TREC 2005: Trying HARD
Nicholas J. Belkin | Michael J. Cole | Jacek Gwizdka | Yuelin Li | Jingjing Liu | Gheorghe Muresan | Catherine Smith | Arthur R. Taylor | Xiaojun Yuan | Dmitri Roussinov

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SAIC & University of Virginia at TREC 2005: HARD Track
Jonathan Michel | Xiangyu Jin | James C. French

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Simple Language Models for Spam Detection
Egidio Terra

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Spam Filtering Using Character-Level Markov Models: Experiments for the TREC 2005 Spam Track
Andrej Bratko | Bogdan Filipic

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Structural Term Extraction for Expansion of Template-Based Genomic Queries
Fabrice Camous | Stephen Blott | Cathal Gurrin | Gareth J. F. Jones | Alan F. Smeaton

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Symbol-Based Query Expansion Experiments at TREC 2005 Genomics Track
Michela Bacchin | Massimo Melucci

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Synonym-Based Expansion and Boosting-Based Re-Ranking: A Two-phase Approach for Genomic Information Retrieval
Zhongmin Shi | Baohua Gu | Fred Popowich | Anoop Sarkar

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TALP-UPC at TREC 2005: Experiments Using a Voting Scheme Among Three Heterogeneous QA Systems
Daniel Ferrés | Samir Kanaan | David Dominguez-Sal | Edgar González | Alicia Ageno | María Fuentes Fort | Horacio Rodríguez | Mihai Surdeanu | Jordi Turmo

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THUIR at TREC 2005 Terabyte Track
Le Zhao | Rongwei Ceng | Min Zhang | Yijiang Jin | Shaoping Ma

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THUIR at TREC 2005: Enterprise Track
Yupeng Fu | Wei Yu | Yize Li | Yiqun Liu | Min Zhang | Shaoping Ma

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TREC 14 Enterprise Track at CSIRO and ANU
Mingfang Wu | David Hawking | Paul Thomas

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TREC 2005 Enterprise Track Experiments at BUPT
Zhao Ru | Yuehua Chen | Weiran Xu | Jun Guo

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TREC 2005 Enterprise Track Results from Drexel
Weizhong Zhu | Robert B. Allen | Min Song

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TREC 2005 Genomics Track A Concept-Based Approach to Text Categorization
Bob J. A. Schijvenaars | Martijn J. Schuemie | Erik M. van Mulligen | Marc Weeber | Rob Jelier | Barend Mons | Jan A. Kors | Wessel Kraaij

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TREC 2005 Genomics Track Experiments at IBM Watson
Rie Kubota Ando | Mark Dredze | Tong Zhang

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TREC 2005 Genomics Track Overview
William R. Hersh | Aaron M. Cohen | Jianji Yang | Ravi Teja Bhupatiraju | Phoebe M. Roberts | Marti A. Hearst

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TREC 2005 Genomics Track at I2R
Nie Yu | Lingpeng Yang | Dong-Hong Ji | Jie Zhang | Jian Su | Xiaofeng Yang | Soon-Heng Tan | Juan Xiao | Guodong Zhou

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TREC 2005 Genomics Track Experiments at UTA
Ari Pirkola

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TREC 2005 Genomics Track Experiments at DUTAI
Zhihao Yang | Hongfei Lin | Yanpeng Li | Baoyan Liu | Ye Lu

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TREC 2005 Question Answering Experiments at Tokyo Institute of Technology
Edward W. D. Whittaker | Pierre Chatain | Sadaoki Furui | Dietrich Klakow

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TREC 2005 Robust Track Experiments Using PIRCS
Kui-Lam Kwok | Laszlo Grunfeld | Norbert Dinstl | Peter Deng

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TREC 2005 Spam Track Overview
Gordon V. Cormack | Thomas R. Lynam

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The Lowlands' TREC Experiments 2005
Henning Rode | Djoerd Hiemstra | Georgina Ramírez | Thijs Westerveld | Arjen P. de Vries

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The QMUL Team with Probabilistic SQL at Enterprise Track
Thomas Roelleke | Elham Ashoori | Hengzhi Wu | Zhen Cai

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The TREC 2005 Terabyte Track
Charles L. A. Clarke | Falk Scholer | Ian Soboroff

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The University of Sheffield's TREC 2005 Q&A Experiments
Robert J. Gaizauskas | Mark A. Greenwood | Henk Harkema | Mark Hepple | Horacio Saggion | Atheesh Sanka

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Thresholding Strategies for Text Classifiers: TREC 2005 Biomedical Triage Task Experiments
Luo Si | Tapas Kanungo

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Tianwang Search Engine at TREC 2005: Terabyte Track
Hongfei Yan | Jingjing Li | Jiaji Zhu | Bo Peng

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Towards a Multi-Stream Question Answering-As-XML-Retrieval Strategy
David Ahn | Sisay Fissaha Adafre | Valentin Jijkoun | Karin Müller | Maarten de Rijke | Erik F. Tjong Kim Sang

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UIC at TREC 2005: Robust Track
Shuang Liu | Clement T. Yu

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UIUC/MUSC at TREC 2005 Genomics Track
ChengXiang Zhai | Xu Ling | Xin He | Atulya Velivelli | Xuanhui Wang | Hui Fang | Azadeh Shakery | Xinghua Lu

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UM-D at TREC 2005: Genomics Track
Liping Huang | ZhiHang Chen | Yi Lu Murphey

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UMass Robust 2005: Using Mixtures of Relevance Models for Query Expansion
Donald Metzler | Fernando Diaz | Trevor Strohman | W. Bruce Croft

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UNT 2005 TREC QA Participation: Using Lemur as IR Search Engine
Jiangping Chen | Ping Yu | He Ge

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University of Glasgow at TREC 2005: Experiments in Terabyte and Enterprise Tracks with Terrier
Craig Macdonald | Ben He | Vassilis Plachouras | Iadh Ounis

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University of North Carolina's HARD Track Experiment at TREC 2005
Diane Kelly | Xin Fu

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University of Strathclyde at TREC HARD
Mark Baillie | David Elsweiler | Emma Nicol | Ian Ruthven | Simon O. Sweeney | Murat Yakici | Fabio Crestani | Monica Landoni

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Using Syntactic and Semantic Relation Analysis in Question Answering
Renxu Sun | Jing Jiang | Yee Fan Tan | Hang Cui | Tat-Seng Chua | Min-Yen Kan

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WIDIT in TREC 2005 HARD, Robust, and SPAM Tracks
Kiduk Yang | Ning Yu | Nicholas George | Aaron Loehrlein | David McCaulay | Hui Zhang | Shahrier Akram | Jue Mei | Ivan Record

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WIM at TREC 2005
Junyu Niu | Lin Sun | Luqun Lou | Fang Deng | Chen Lin | Haiqing Zheng | Xuanjing Huang

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When Less is More: Relevance Feedback Falls Short and Term Expansion Succeeds at HARD 2005
Fernando Diaz | James Allan

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York University at TREC 2005: Terabyte Track
Mladen Kovacevic | Xiangji Huang

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York University at TREC 2005: HARD Track
Miao Wen | Xiangji Huang | Aijun An | Yan Rui Huang

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York University at TREC 2005: SPAM Track
Wei Cao | Aijun An | Xiangji Huang

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York University at TREC 2005: Genomics Track
Xiangji Huang | Ming Zhong | Luo Si