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Proceedings of The Twenty-First Text REtrieval Conference, TREC 2012, Gaithersburg, Maryland, USA, November 6-9, 2012

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(Not Too) Personalized Learning to Rank for Contextual Suggestion
Andrew Yates | Dave DeBoer | Hui Yang | Nazli Goharian | Steve Kunath | Ophir Frieder

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A Time-Aware Language Model for Microblog Retrieval
Bingjie Wei | Shuai Zhang | Rui Li | Bin Wang

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An Ensemble Approach for Expanding Queries
Duy Duc An Bui | Doug Redd | Thomas C. Rindflesch | Qing Zeng-Treitler

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An Exploraton of Ranking-Based Strategy for Contextual Suggestion
Peilin Yang | Hui Fang

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Atigeo at TREC 2012 Medical Records Track: ICD-9 Code Description Injection to Enhance Electronic Medical Record Search Accuracy
Bryan Tinsley | Alex Thomas | Joseph F. McCarthy | Mike Lazarus

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BUPT_PRIS at TREC 2012 Session Track
Chuang Zhang | Xiaotian Wang | Songlin Wen | Runze Li

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BUPT_PRIS at TREC 2012 Crowdsourcing Track 1
Chuang Zhang | Minjie Zeng | Xiaokang Sang | Kailai Zhang | Houfu Kang

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Bi-directional Linkability From Wikipedia to Documents and Back Again: UMass at TREC 2012 Knowledge Base Acceleration Track
Jeffrey Dalton | Laura Dietz

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Building an Entity-Centric Stream Filtering Test Collection for TREC 2012
John R. Frank | Max Kleiman-Weiner | Daniel A. Roberts | Feng Niu | Ce Zhang | Christopher Ré | Ian Soboroff

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CWI at TREC 2012, KBA Track and Session Track
Samur Araújo | Gebrekirstos G. Gebremeskel | Jiyin He | Corrado Boscarino | Arjen P. de Vries

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Cohort Sherpherd II: Verifying Cohort Constraints from Hospital Visits
Travis R. Goodwin | Kirk Roberts | Bryan Rink | Sanda M. Harabagiu

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Concept Detection and Using Concept in adhoc of Microblog Search
Hao Wu | Hui Fang

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Contextual Suggestion from Wikitravel: Exploiting Community-Based Suggestions
Marijn Koolen | Jaap Kamps | Hugo C. Huurdeman

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Contextual Suggestion
Abhishek Mallik | Mandar Mitra | Kripabandhu Ghosh

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DCU@TRECMed 2012: Using adhoc Baselines for Domain-Specific Retrieval
Johannes Leveling | Lorraine Goeuriot | Liadh Kelly | Gareth J. F. Jones

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Does Category A Anchor Text Improve Category B Results?
Leonid Boytsov

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Effective Structured Query Formulation for Session Search
Dongyi Guan | Hui Yang | Nazli Goharian

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Ensemble Clustering for Result Diversification
Dong Nguyen | Djoerd Hiemstra

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Entity Profile Based Approach in Automatic Knowledge Finding
Xitong Liu | Hui Fang

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Exploiting Domain Thesaurus for Medical Record Retrieval
Miguel A. Callejas P. | Yue Wang | Hui Fang

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Exploiting Ontologies for Search Result Diversification
Wei Zheng | Hui Fang

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Exploiting SNOMED CT Concepts & Relationships for Clinical Information Retrieval: Australian e-Health Research Centre and Queensland University of Technology at the TREC 2012 Medical Track
Bevan Koopman | Guido Zuccon | Anthony N. Nguyen | Deanne Vickers | Luke Butt | Peter Bruza

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Exploring Evidence Aggregation Methods and External Expansion Sources for Medical Record Search
Dongqing Zhu | Ben Carterette

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Finding, Weighting and Describing Venues: CSIRO at the 2012 TREC Contextual Suggestion Track
David N. Milne | Paul Thomas | Cécile Paris

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Frequent Itemset Mining for Query Expansion in Microblog adhoc Search
Younos Aboulnaga | Charles L. A. Clarke

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HIT at TREC 2012 Microblog Track
Zhongyuan Han | Xuwei Li | Muyun Yang | Haoliang Qi | Sheng Li | Tiejun Zhao

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ICTNET at Context Suggestion Track TREC 2012
Bingyang Liu | Tong Wu | Xianghui Lin | Yanqin Zhong | Qian Liu | Yue Liu | Xueqi Cheng

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ICTNET at Microblog Track TREC 2012
Bolong Zhu | Jinghua Gao | Xiao Han | Cunhui Shi | Shenghua Liu | Yue Liu | Xueqi Cheng

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ICTNET at Session Track TREC 2012
Zhenhong Chen | Mingchuan Wei | Junxiao Nan | Jun Chen | Xiaoming Yu | Yue Liu | Xueqi Cheng

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ICTNET at Web Track 2012 adhoc Task
Heyuan Li | Yuanhai Xue | Shaohua Guo | Feng Guan | Xiaoming Yu | Yue Liu | Xueqi Cheng

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ICTNET at Web Track 2012 Diversity Task
Zilong Feng | Yuanhai Xue | Xiaoming Yu | Hongbo Xu | Yue Liu | Xueqi Cheng

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IRIT at TREC 2012 Contextual Suggestion Track
Gilles Hubert | Guillaume Cabanac

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IRIT at TREC Microblog 2012: adhoc Task
Lamjed Ben Jabeur | Firas Damak | Lynda Tamine | Karen Pinel-Sauvagnat | Guillaume Cabanac | Mohand Boughanem

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IRRA at TREC 2012: Divergence From Independence (DFI)
Bekir Taner Dinçer

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ISTI@TREC Microblog Track 2012: Real-Time Filtering Through Supervised Learning
Giacomo Berardi | Andrea Esuli | Diego Marcheggiani

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Identifying Patients for Clinical Studies from Electronic Health Records: TREC 2012 Medical Records Track at OHSU
Steven Bedrick | Tracy Edinger | Aaron M. Cohen | William R. Hersh

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Incorporating Temporal Information in Microblog Retrieval
Craig Willis | Richard Medlin | Jaime Arguello

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LIA at TREC 2012 Web Track: Unsupervised Search Concepts Identification from General Sources of Information
Romain Deveaud | Eric SanJuan | Patrice Bellot

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LSIS at TREC 2012 Medical Track - Experiments With Conceptualization, a DFR Model and a Semantic Measure
Hussam Hamdan | Shereen Albitar | Patrice Bellot | Bernard Espinasse | Sébastien Fournier

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LSIS/LIA at TREC 2012 Knowledge Base Acceleration
Ludovic Bonnefoy | Vincent Bouvier | Patrice Bellot

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Measuring Robustness with First Relevant Score in the TREC 2012 Microblog Track
Stephen Tomlinson

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Microblog Search and Filtering with Time Sensitive Feedback and Thresholding bsed on BM25
Wei Gao | Zhongyu Wei | Kam-Fai Wong

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NICTA and UBC at the TREC 2012 Medical Track
David Martínez | Arantxa Otegi | Eneko Agirre

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NLM at TREC 2012 Medical Records Track
Dina Demner-Fushman | Swapna Abhyankar | Antonio Jimeno-Yepes | Russell F. Loane | François-Michel Lang | James G. Mork | Nicolas Ide | Alan R. Aronson

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Northeastern University Runs at the TREC12 Crowdsourcing Track
Maryam Bashir | Jesse Anderton | Jie Wu | Matthew Ekstrand-Abueg | Peter B. Golbus | Virgil Pavlu | Javed A. Aslam

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On Duplicate Results in a Search Session
Jiepu Jiang | Daqing He | Shuguang Han

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Overcoming Vocabulary Limitations in Twitter Microblogs
Yubin Kim | Reyyan Yeniterzi | Jamie Callan

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Overview of the TREC 2012 Contextual Suggestion Track
Adriel Dean-Hall | Charles L. A. Clarke | Jaap Kamps | Paul Thomas | Ellen M. Voorhees

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Overview of the TREC 2012 Crowdsourcing Track
Mark D. Smucker | Gabriella Kazai | Matthew Lease

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Overview of the TREC-2012 Microblog Track
Ian Soboroff | Iadh Ounis | Craig Macdonald | Jimmy Lin

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Overview of the TREC 2012 Session Track
Evangelos Kanoulas | Ben Carterette | Mark M. Hall | Paul D. Clough | Mark Sanderson

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Overview of the TREC 2012 Web Track
Charles L. A. Clarke | Nick Craswell | Ellen M. Voorhees

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Overview of the TREC 2012 Medical Records Track
Ellen M. Voorhees | William R. Hersh

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PKUICST at TREC 2012 Microblog Track
Feng Liang | Runwei Qiang | Yihong Hong | Yue Fei | Jianwu Yang

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PRIS at 2012 Microblog Track
Jiayue Zhang | Sijia Chen | Yue Liu | Jie Yin | Qianqian Wang | Weiran Xu | Jun Guo

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PRIS at 2012 TREC Medical Track: Query Expansion, Retrieval and Ranking
Jiayue Zhang | Lin Lin | Shudang Diao | Yukun Li | Runnan Liu | Weiran Xu | Jun Guo

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PRIS at TREC 2012 Contextual Suggestion Track
Lin Qiu | JunRui Peng | Qianqian Wang | Yue Liu | Zhihua Zhou | Weiran Xu | Guang Chen | Jun Guo

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PRIS at TREC 2012 KBA Track
Yan Li | Zhaozhao Wang | Baojin Yu | Yong Zhang | Ruiyang Luo | Weiran Xu | Guang Chen | Jun Guo

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QUT_Para at TREC 2012 Web Track: Word Associations for Retrieving Web Documents
Mike Symonds | Guido Zuccon | Bevan Koopman | Peter Bruza

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Query-Structure Based Web Page Indexing
Falah Hassan Al-akashi | Diana Inkpen

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Retrieving Medical Records with "sennamed": NEC Labs America at TREC 2012 Medical Record Track
Yanjun Qi | Pierre-François Laquerre

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Rutgers at the TREC 2012 Session Track
Chang Liu | Michael J. Cole | Eun Baik | Nicholas J. Belkin

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SAWUS Siena's Automatic Wikipedia Update System
Carl Tompkins | Zachary Witter | Sharon G. Small

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Searching and Filtering Tweets: CSIRO at the TREC 2012 Microblog Track
Sarvnaz Karimi | Jie Yin | Paul Thomas

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Siena's Twitter Information Retrieval System: The 2012 Microblog Track
Karl Appel | Lauren Mathews | Darren Lim | Sharon G. Small

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Skierarchy: Extending the Power of Crowdsourcing Using a Hierarchy of Domain Experts, Crowd and Machine Learning
Ramesh Nellapati | Sanga Peerreddy | Prateek Singhal

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TNO and RUN at the TREC 2012 Contextual Suggestion Track: Recommending Personalized Touristic Sights Using Google Places
Maya Sappelli | Wessel Kraaij | Suzan Verberne

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TREC 2012 Microblog Track Experiments at Kobe University
Taiki Miyanishi | Kazuhiro Seki | Kuniaki Uehara

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TREC Microblog 2012 Track: Real-Time Ranking Algorithm for Microblog Ranking Systems
Davide Feltoni Gurini | Fabio Gasparetti

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Team Association Analysis for Named Entity Filtering
Oskar Gross | Hannu Toivonen | Antoine Doucet

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The HLTCOE Approach to the TREC 2012 KBA Track
Brian Kjersten | Paul McNamee

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The Siena College Medical Information Retrieval System (MIRS)
Larry R. Medsker | Sharon G. Small

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The University of Amsterdam at TREC 2012
Richard Berendsen | Edgar Meij | Daan Odijk | Maarten de Rijke | Wouter Weerkamp

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The University of Illinois' Graduate School of Library and Information Science at TREC 2012
Miles Efron | Jana Deisner | Peter Organisciak | Garrick Sherman | Ana Lucic

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Three Questions About Clinical Information Retrieval
Stephen T. Wu | James J. Masanz | K. E. Ravikumar | Hongfang Liu

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U. Albany & USC at the TREC 2012 Session Track
Xiaojun Yuan | Jingling Liu | Ning Sa

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UCAS at TREC 2012 Microblog Track
Xin Zhang | Sha Lu | Ben He | Jungang Xu | Tiejian Luo

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UCD IIRG at TREC 2012 Medical Track
James Cogley | Nicola Stokes | John Dunnion | Joe Carthy

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UCM at TREC 2012: Does Negation Influence The Retrieval of Medical Reports?
Alberto Díaz | Miguel Ballesteros | Jorge Carrillo de Albornoz | Laura Plaza

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UGent Participation in the Microblog Track 2012
Thong Hoang Van Duc | Thomas Demeester | Johannes Deleu | Piet Demeester | Chris Develder

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University of Glasgow at TREC 2012: Experiments with Terrier in Medical Records, Microblog, and Web Tracks
Nut Limsopatham | Richard McCreadie | M-Dyaa Albakour | Craig Macdonald | Rodrygo L. T. Santos | Iadh Ounis

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University of Waterloo: Logistic Regression and Reciprocal Rank Fusion at the Microblog Track
Adam Roegiest | Gordon V. Cormack

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Using Exploration and Learning for Medical Records Search: An Experiment in Identifying Cohorts for Comparative Effectiveness Research
Harvey S. Hyman | Warren Fridy III

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Using Hybrid Methods for Relevance Assessment in TREC Crowd '12
Christopher G. Harris | Padmini Srinivasan

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Using Meda-data to Search for Clinical Records: RMIT at TREC 2012 Medical Track
Iman Amini | Mark Sanderson | Xiaodong Li | David Martínez

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Using Stream Features for Instant Document Filtering
Andreas Bauer | Christian Wolff

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Using a Bayesian Model to Combine LDA Features with Crowdsourced Responses
Edwin Simpson | Steven Reece | Antonio Penta | Sarvapali D. Ramchurn

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Web-Based Pseudo Relevance Feedback for Microblog Retrieval
Ahmed Saad El Din | Walid Magdy

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Webis at the TREC 2012 Session Track
Matthias Hagen | Martin Potthast | Matthias Busse | Jakob Gomoll | Jannis Harder | Benno Stein

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York University at TREC 2012: CrowdSourcing Track
Qinmin Hu | Zhi Xu | Xanghi Huang | Zheng Ye

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York University at TREC 2012: Microblog Track
Zahra Amin Nayeri | Zheng Ye | Jimmy Xiangji Huang

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York University at TREC 2012: Medical Records Track
Jun Miao | Zheng Ye | Jimmy X. Huang