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Advances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20-23, 2016. Proceedings

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SoRTESum: A Social Context Framework for Single-Document Summarization
Minh-Tien Nguyen | Minh-Le Nguyen

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A Graph-Based Approach to Topic Clustering for Online Comments to News
Ahmet Aker | Emina Kurtic | A. R. Balamurali | Monica Lestari Paramita | Emma Barker | Mark Hepple | Robert J. Gaizauskas

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Leveraging Semantic Annotations to Link Wikipedia and News Archives
Arunav Mishra | Klaus Berberich

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Deep Learning over Multi-field Categorical Data - - A Case Study on User Response Prediction
Weinan Zhang | Tianming Du | Jun Wang

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Supervised Local Contexts Aggregation for Effective Session Search
Zhiwei Zhang | Jingang Wang | Tao Wu | Pengjie Ren | Zhumin Chen | Luo Si

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An Empirical Study of Skip-Gram Features and Regularization for Learning on Sentiment Analysis
Cheng Li | Bingyu Wang | Virgil Pavlu | Javed A. Aslam

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Multi-task Representation Learning for Demographic Prediction
Pengfei Wang | Jiafeng Guo | Yanyan Lan | Jun Xu | Xueqi Cheng

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Large-Scale Kernel-Based Language Learning Through the Ensemble Nystr đdoto o ¨ m Methods
Danilo Croce | Roberto Basili

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Beyond Factoid QA: Effective Methods for Non-factoid Answer Sentence Retrieval
Liu Yang | Qingyao Ai | Damiano Spina | Ruey-Cheng Chen | Liang Pang | W. Bruce Croft | Jiafeng Guo | Falk Scholer

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Supporting Human Answers for Advice-Seeking Questions in CQA Sites
Liora Braunstain | Oren Kurland | David Carmel | Idan Szpektor | Anna Shtok

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Does Selective Search Benefit from WAND Optimization?
Yubin Kim | Jamie Callan | J. Shane Culpepper | Alistair Moffat

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Efficient AUC Optimization for Information Ranking Applications
Sean J. Welleck

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Modeling User Interests for Zero-Query Ranking
Liu Yang | Qi Guo | Yang Song | Sha Meng | Milad Shokouhi | Kieran McDonald | W. Bruce Croft

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Adaptive Effort for Search Evaluation Metrics
Jiepu Jiang | James Allan

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Evaluating Memory Efficiency and Robustness of Word Embeddings
Johannes Jurgovsky | Michael Granitzer | Christin Seifert

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Characterizing Relevance on Mobile and Desktop
Manisha Verma | Emine Yilmaz

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Probabilistic Local Expert Retrieval
Wen Li | Carsten Eickhoff | Arjen P. de Vries

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Probabilistic Topic Modelling with Semantic Graph
Long Chen | Joemon M. Jose | Haitao Yu | Fajie Yuan | Huaizhi Zhang

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Estimating Probability Density of Content Types for Promoting Medical Records Search
Yun He | Qinmin Hu | Yang Song | Liang He

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The Curious Incidence of Bias Corrections in the Pool
Aldo Lipani | Mihai Lupu | Allan Hanbury

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Understandability Biased Evaluation for Information Retrieval
Guido Zuccon

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The Relationship Between User Perception and User Behaviour in Interactive Information Retrieval Evaluation
Mengdie Zhuang | Elaine G. Toms | Gianluca Demartini

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Using Query Performance Predictors to Improve Spoken Queries
Jaime Arguello | Sandeep Avula | Fernando Diaz

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Fusing Web and Audio Predictors to Localize the Origin of Music Pieces for Geospatial Retrieval
Markus Schedl | Fang Zhou

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Key Estimation in Electronic Dance Music
Ángel Faraldo | Emilia Gómez | Sergi Jordà | Perfecto Herrera

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Evaluating Text Summarization Systems with a Fair Baseline from Multiple Reference Summaries
Fahmida Hamid | David Haraburda | Paul Tarau

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Multi-document Summarization Based on Atomic Semantic Events and Their Temporal Relationships
Yllias Chali | Mohsin Uddin

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Tweet Stream Summarization for Online Reputation Management
Jorge Carrillo de Albornoz | Enrique Amigó | Laura Plaza | Julio Gonzalo

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Who Wrote the Web? Revisiting Influential Author Identification Research Applicable to Information Retrieval
Martin Potthast | Sarah Braun | Tolga Buz | Fabian Duffhauss | Florian Friedrich | Jörg Marvin Gülzow | Jakob Köhler | Winfried Lötzsch | Fabian Müller | Maike Elisa Müller | Robert Paßmann | Bernhard Reinke | Lucas Rettenmeier | Thomas Rometsch | Timo Sommer | Michael Träger | Sebastian Wilhelm | Benno Stein | Efstathios Stamatatos | Matthias Hagen

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Toward Reproducible Baselines: The Open-Source IR Reproducibility Challenge
Jimmy Lin | Matt Crane | Andrew Trotman | Jamie Callan | Ishan Chattopadhyaya | John Foley | Grant Ingersoll | Craig MacDonald | Sebastiano Vigna

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Experiments in Newswire Summarisation
Stuart Mackie | Richard McCreadie | Craig Macdonald | Iadh Ounis

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On the Reproducibility of the TAGME Entity Linking System
Faegheh Hasibi | Krisztian Balog | Svein Erik Bratsberg

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Correlation Analysis of Reader's Demographics and Tweet Credibility Perception
Shafiza Mohd Shariff | Mark Sanderson | Xiuzhen Zhang

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Topic-Specific Stylistic Variations for Opinion Retrieval on Twitter
Anastasia Giachanou | Morgan Harvey | Fabio Crestani

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Inferring Implicit Topical Interests on Twitter
Fattane Zarrinkalam | Hossein Fani | Ebrahim Bagheri | Mohsen Kahani

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Topics in Tweets: A User Study of Topic Coherence Metrics for Twitter Data
Anjie Fang | Craig Macdonald | Iadh Ounis | Philip Habel

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Supporting Scholarly Search with Keyqueries
Matthias Hagen | Anna Beyer | Tim Gollub | Kristof Komlossy | Benno Stein

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Pseudo-Query Reformulation
Fernando Diaz

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VODUM: A Topic Model Unifying Viewpoint, Topic and Opinion Discovery
Thibaut Thonet | Guillaume Cabanac | Mohand Boughanem | Karen Pinel-Sauvagnat

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Harvesting Training Images for Fine-Grained Object Categories Using Visual Descriptions
Josiah Wang | Katja Markert | Mark Everingham

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Do Your Social Profiles Reveal What Languages You Speak? Language Inference from Social Media Profiles
Yu Xu | M. Rami Ghorab | Zhongqing Wang | Dong Zhou | Séamus Lawless

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Retrieving Hierarchical Syllabus Items for Exam Question Analysis
John Foley | James Allan

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Implicit Look-Alike Modelling in Display Ads - Transfer Collaborative Filtering to CTR Estimation
Weinan Zhang | Lingxi Chen | Jun Wang

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Efficient Pseudo-Relevance Feedback Methods for Collaborative Filtering Recommendation
Daniel Valcarce | Javier Parapar | Alvaro Barreiro

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Language Models for Collaborative Filtering Neighbourhoods
Daniel Valcarce | Javier Parapar | Alvaro Barreiro

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Adaptive Collaborative Filtering with Extended Kalman Filters and Multi-armed Bandits
Jean-Michel Renders

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A Business Zone Recommender System Based on Facebook and Urban Planning Data
Jovian Lin | Richard Jayadi Oentaryo | Ee-Peng Lim | Casey Vu | Adrian Vu | Agus Trisnajaya Kwee | Philips Kokoh Prasetyo

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On the Evaluation of Tweet Timeline Generation Task
Walid Magdy | Tamer Elsayed | Maram Hasanain

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Finding Relevant Relations in Relevant Documents
Michael Schuhmacher | Benjamin Roth | Simone Paolo Ponzetto | Laura Dietz

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Probabilistic Multileave Gradient Descent
Harrie Oosterhuis | Anne Schuth | Maarten de Rijke

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Real-World Expertise Retrieval: The Information Seeking Behaviour of Recruitment Professionals
Tony Russell-Rose | Jon Chamberlain

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Compressing and Decoding Term Statistics Time Series
Jinfeng Rao | Xing Niu | Jimmy Lin

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Feedback or Research: Separating Pre-purchase from Post-purchase Consumer Reviews
Mehedi Hasan | Alexander Kotov | Aravind Mohan | Shiyong Lu | Paul M. Stieg

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Inferring the Socioeconomic Status of Social Media Users Based on Behaviour and Language
Vasileios Lampos | Nikolaos Aletras | Jens K. Geyti | Bin Zou | Ingemar J. Cox

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Two Scrolls or One Click: A Cost Model for Browsing Search Results
Leif Azzopardi | Guido Zuccon

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Determining the Optimal Session Interval for Transaction Log Analysis of an Online Library Catalogue
Simon Wakeling | Paul D. Clough

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A Comparison of Deep Learning Based Query Expansion with Pseudo-Relevance Feedback and Mutual Information
Mohannad Almasri | Catherine Berrut | Jean-Pierre Chevallet

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A Full-Text Learning to Rank Dataset for Medical Information Retrieval
Vera Boteva | Demian Gholipour Ghalandari | Artem Sokolov | Stefan Riezler

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Multi-label, Multi-class Classification Using Polylingual Embeddings
Georgios Balikas | Massih-Reza Amini

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Learning Word Embeddings from Wikipedia for Content-Based Recommender Systems
Cataldo Musto | Giovanni Semeraro | Marco de Gemmis | Pasquale Lops

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Tracking Interactions Across Business News, Social Media, and Stock Fluctuations
Ossi Karkulahti | Lidia Pivovarova | Mian Du | Jussi Kangasharju | Roman Yangarber

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Subtopic Mining Based on Three-Level Hierarchical Search Intentions
Se-Jong Kim | Jaehun Shin | Jong-Hyeok Lee

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Cold Start Cumulative Citation Recommendation for Knowledge Base Acceleration
Jingang Wang | Jingtian Jiang | Lejian Liao | Dandan Song | Zhiwei Zhang | Chin-Yew Lin

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Cross Domain User Engagement Evaluation
Ali Montazeralghaem | Hamed Zamani | Azadeh Shakery

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An Empirical Comparison of Term Association and Knowledge Graphs for Query Expansion
Saeid Balaneshinkordan | Alexander Kotov

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Deep Learning to Predict Patient Future Diseases from the Electronic Health Records
Riccardo Miotto | Li Li | Joel T. Dudley

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Improving Document Ranking for Long Queries with Nested Query Segmentation
Rishiraj Saha Roy | Anusha Suresh | Niloy Ganguly | Monojit Choudhury

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Sketching Techniques for Very Large Matrix Factorization
Raghavendran Balu | Teddy Furon | Laurent Amsaleg

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Diversifying Search Results Using Time - An Information Retrieval Method for Historians
Dhruv Gupta | Klaus Berberich

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On Cross-Script Information Retrieval
Nada Naji | James Allan

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LExL: A Learning Approach for Local Expert Discovery on Twitter
Wei Niu | Zhijiao Liu | James Caverlee

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Clickbait Detection
Martin Potthast | Sebastian Köpsel | Benno Stein | Matthias Hagen

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Informativeness for Adhoc IR Evaluation: A Measure that Prevents Assessing Individual Documents
Romain Deveaud | Véronique Moriceau | Josiane Mothe | Eric SanJuan

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What Multimedia Sentiment Analysis Says About City Liveability
Joost Boonzajer Flaes | Stevan Rudinac | Marcel Worring

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Scenemash: Multimodal Route Summarization for City Exploration
Jorrit van den Berg | Stevan Rudinac | Marcel Worring

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Exactus Like: Plagiarism Detection in Scientific Texts
Ilya Sochenkov | Denis Zubarev | Ilya Tikhomirov | Ivan V. Smirnov | Artem Shelmanov | Roman Suvorov | Gennady S. Osipov

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Jitter Search: A News-Based Real-Time Twitter Search Interface
Flávio Martins | João Magalhães | Jamie Callan

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TimeMachine: Entity-Centric Search and Visualization of News Archives
Pedro Saleiro | Jorge Teixeira | Carlos Soares | Eugénio C. Oliveira

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OPMES: A Similarity Search Engine for Mathematical Content
Wei Zhong | Hui Fang

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SHAMUS: UFAL Search and Hyperlinking Multimedia System
Petra Galuscáková | Shadi Saleh | Pavel Pecina

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Industry Day Overview
Omar Alonso | Pavel Serdyukov

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Bibliometric-Enhanced Information Retrieval: 3rd International BIR Workshop
Philipp Mayr | Ingo Frommholz | Guillaume Cabanac

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MultiLingMine 2016: Modeling, Learning and Mining for Cross/Multilinguality
Dino Ienco | Mathieu Roche | Salvatore Romeo | Paolo Rosso | Andrea Tagarelli

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Proactive Information Retrieval: Anticipating Users' Information Need
Sumit Bhatia | Debapriyo Majumdar | Nitish Aggarwal

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First International Workshop on Recent Trends in News Information Retrieval (NewsIR'16)
Miguel Martinez-Alvarez | Udo Kruschwitz | Gabriella Kazai | Frank Hopfgartner | David P. A. Corney | Ricardo Campos | Dyaa Albakour

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Collaborative Information Retrieval: Concepts, Models and Evaluation
Lynda Tamine | Laure Soulier

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Group Recommender Systems: State of the Art, Emerging Aspects and Techniques, and Research Challenges
Ludovico Boratto

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Living Labs for Online Evaluation: From Theory to Practice
Anne Schuth | Krisztian Balog

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Real-Time Bidding Based Display Advertising: Mechanisms and Algorithms
Jun Wang | Shuai Yuan | Weinan Zhang