| Deep Learning over Multi-field Categorical Data - - A Case Study on User Response Prediction |
Weinan Zhang, Tianming Du, Jun Wang |
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code |
203 |
| Clickbait Detection |
Martin Potthast, Sebastian Köpsel, Benno Stein, Matthias Hagen |
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code |
83 |
| Learning Word Embeddings from Wikipedia for Content-Based Recommender Systems |
Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops |
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code |
43 |
| 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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code |
38 |
| A Comparison of Deep Learning Based Query Expansion with Pseudo-Relevance Feedback and Mutual Information |
Mohannad Almasri, Catherine Berrut, JeanPierre Chevallet |
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code |
25 |
| Deep Learning to Predict Patient Future Diseases from the Electronic Health Records |
Riccardo Miotto, Li Li, Joel T. Dudley |
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code |
25 |
| Beyond Factoid QA: Effective Methods for Non-factoid Answer Sentence Retrieval |
Liu Yang, Qingyao Ai, Damiano Spina, RueyCheng Chen, Liang Pang, W. Bruce Croft, Jiafeng Guo, Falk Scholer |
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code |
24 |
| 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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code |
24 |
| Understandability Biased Evaluation for Information Retrieval |
Guido Zuccon |
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code |
21 |
| 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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code |
18 |
| Probabilistic Multileave Gradient Descent |
Harrie Oosterhuis, Anne Schuth, Maarten de Rijke |
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code |
17 |
| 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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code |
14 |
| A Full-Text Learning to Rank Dataset for Medical Information Retrieval |
Vera Boteva, Demian Gholipour Ghalandari, Artem Sokolov, Stefan Riezler |
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code |
14 |
| 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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code |
14 |
| Inferring Implicit Topical Interests on Twitter |
Fattane Zarrinkalam, Hossein Fani, Ebrahim Bagheri, Mohsen Kahani |
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code |
12 |
| Two Scrolls or One Click: A Cost Model for Browsing Search Results |
Leif Azzopardi, Guido Zuccon |
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code |
11 |
| An Empirical Comparison of Term Association and Knowledge Graphs for Query Expansion |
Saeid Balaneshinkordan, Alexander Kotov |
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code |
10 |
| Does Selective Search Benefit from WAND Optimization? |
Yubin Kim, Jamie Callan, J. Shane Culpepper, Alistair Moffat |
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code |
10 |
| TimeMachine: Entity-Centric Search and Visualization of News Archives |
Pedro Saleiro, Jorge Teixeira, Carlos Soares, Eugénio C. Oliveira |
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code |
10 |
| SoRTESum: A Social Context Framework for Single-Document Summarization |
MinhTien Nguyen, MinhLe Nguyen |
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code |
9 |
| On the Reproducibility of the TAGME Entity Linking System |
Faegheh Hasibi, Krisztian Balog, Svein Erik Bratsberg |
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code |
9 |
| Group Recommender Systems: State of the Art, Emerging Aspects and Techniques, and Research Challenges |
Ludovico Boratto |
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code |
8 |
| Adaptive Effort for Search Evaluation Metrics |
Jiepu Jiang, James Allan |
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code |
8 |
| Fusing Web and Audio Predictors to Localize the Origin of Music Pieces for Geospatial Retrieval |
Markus Schedl, Fang Zhou |
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code |
8 |
| Language Models for Collaborative Filtering Neighbourhoods |
Daniel Valcarce, Javier Parapar, Alvaro Barreiro |
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code |
8 |
| Leveraging Semantic Annotations to Link Wikipedia and News Archives |
Arunav Mishra, Klaus Berberich |
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code |
8 |
| A Business Zone Recommender System Based on Facebook and Urban Planning Data |
Jovian Lin, Richard Jayadi Oentaryo, EePeng Lim, Casey Vu, Adrian Vu, Agus Trisnajaya Kwee, Philips Kokoh Prasetyo |
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code |
7 |
| Multi-task Representation Learning for Demographic Prediction |
Pengfei Wang, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng |
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code |
7 |
| Probabilistic Local Expert Retrieval |
Wen Li, Carsten Eickhoff, Arjen P. de Vries |
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code |
7 |
| The Curious Incidence of Bias Corrections in the Pool |
Aldo Lipani, Mihai Lupu, Allan Hanbury |
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code |
7 |
| VODUM: A Topic Model Unifying Viewpoint, Topic and Opinion Discovery |
Thibaut Thonet, Guillaume Cabanac, Mohand Boughanem, Karen PinelSauvagnat |
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code |
7 |
| Topic-Specific Stylistic Variations for Opinion Retrieval on Twitter |
Anastasia Giachanou, Morgan Harvey, Fabio Crestani |
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code |
6 |
| Pseudo-Query Reformulation |
Fernando Diaz |
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code |
6 |
| Supporting Human Answers for Advice-Seeking Questions in CQA Sites |
Liora Braunstain, Oren Kurland, David Carmel, Idan Szpektor, Anna Shtok |
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code |
6 |
| Implicit Look-Alike Modelling in Display Ads - Transfer Collaborative Filtering to CTR Estimation |
Weinan Zhang, Lingxi Chen, Jun Wang |
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code |
5 |
| 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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code |
5 |
| Key Estimation in Electronic Dance Music |
Ángel Faraldo, Emilia Gómez, Sergi Jordà, Perfecto Herrera |
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code |
5 |
| The Relationship Between User Perception and User Behaviour in Interactive Information Retrieval Evaluation |
Mengdie Zhuang, Elaine G. Toms, Gianluca Demartini |
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code |
5 |
| Characterizing Relevance on Mobile and Desktop |
Manisha Verma, Emine Yilmaz |
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code |
5 |
| Using Query Performance Predictors to Improve Spoken Queries |
Jaime Arguello, Sandeep Avula, Fernando Diaz |
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code |
5 |
| Diversifying Search Results Using Time - An Information Retrieval Method for Historians |
Dhruv Gupta, Klaus Berberich |
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code |
4 |
| Evaluating Memory Efficiency and Robustness of Word Embeddings |
Johannes Jurgovsky, Michael Granitzer, Christin Seifert |
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code |
4 |
| Supporting Scholarly Search with Keyqueries |
Matthias Hagen, Anna Beyer, Tim Gollub, Kristof Komlossy, Benno Stein |
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code |
4 |
| Finding Relevant Relations in Relevant Documents |
Michael Schuhmacher, Benjamin Roth, Simone Paolo Ponzetto, Laura Dietz |
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code |
4 |
| 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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code |
4 |
| Efficient Pseudo-Relevance Feedback Methods for Collaborative Filtering Recommendation |
Daniel Valcarce, Javier Parapar, Alvaro Barreiro |
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code |
3 |
| Estimating Probability Density of Content Types for Promoting Medical Records Search |
Yun He, Qinmin Hu, Yang Song, Liang He |
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code |
3 |
| Subtopic Mining Based on Three-Level Hierarchical Search Intentions |
SeJong Kim, Jaehun Shin, JongHyeok Lee |
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code |
3 |
| Proactive Information Retrieval: Anticipating Users' Information Need |
Sumit Bhatia, Debapriyo Majumdar, Nitish Aggarwal |
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code |
3 |
| Real-World Expertise Retrieval: The Information Seeking Behaviour of Recruitment Professionals |
Tony RussellRose, Jon Chamberlain |
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code |
3 |
| Tweet Stream Summarization for Online Reputation Management |
Jorge Carrillo de Albornoz, Enrique Amigó, Laura Plaza, Julio Gonzalo |
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code |
3 |
| Large-Scale Kernel-Based Language Learning Through the Ensemble Nystr đdoto o ¨ m Methods |
Danilo Croce, Roberto Basili |
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code |
3 |
| LExL: A Learning Approach for Local Expert Discovery on Twitter |
Wei Niu, Zhijiao Liu, James Caverlee |
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code |
3 |
| Real-Time Bidding Based Display Advertising: Mechanisms and Algorithms |
Jun Wang, Shuai Yuan, Weinan Zhang |
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code |
3 |
| What Multimedia Sentiment Analysis Says About City Liveability |
Joost Boonzajer Flaes, Stevan Rudinac, Marcel Worring |
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code |
3 |
| Retrieving Hierarchical Syllabus Items for Exam Question Analysis |
John Foley, James Allan |
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code |
2 |
| 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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code |
2 |
| OPMES: A Similarity Search Engine for Mathematical Content |
Wei Zhong, Hui Fang |
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code |
2 |
| Efficient AUC Optimization for Information Ranking Applications |
Sean J. Welleck |
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code |
2 |
| Multi-label, Multi-class Classification Using Polylingual Embeddings |
Georgios Balikas, MassihReza Amini |
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code |
2 |
| SHAMUS: UFAL Search and Hyperlinking Multimedia System |
Petra Galuscáková, Shadi Saleh, Pavel Pecina |
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code |
2 |
| Determining the Optimal Session Interval for Transaction Log Analysis of an Online Library Catalogue |
Simon Wakeling, Paul D. Clough |
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code |
2 |
| Probabilistic Topic Modelling with Semantic Graph |
Long Chen, Joemon M. Jose, Haitao Yu, Fajie Yuan, Huaizhi Zhang |
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code |
2 |
| Multi-document Summarization Based on Atomic Semantic Events and Their Temporal Relationships |
Yllias Chali, Mohsin Uddin |
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code |
2 |
| Compressing and Decoding Term Statistics Time Series |
Jinfeng Rao, Xing Niu, Jimmy Lin |
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code |
2 |
| Experiments in Newswire Summarisation |
Stuart Mackie, Richard McCreadie, Craig Macdonald, Iadh Ounis |
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code |
2 |
| Correlation Analysis of Reader's Demographics and Tweet Credibility Perception |
Shafiza Mohd Shariff, Mark Sanderson, Xiuzhen Zhang |
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code |
2 |
| On the Evaluation of Tweet Timeline Generation Task |
Walid Magdy, Tamer Elsayed, Maram Hasanain |
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code |
2 |
| Tracking Interactions Across Business News, Social Media, and Stock Fluctuations |
Ossi Karkulahti, Lidia Pivovarova, Mian Du, Jussi Kangasharju, Roman Yangarber |
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code |
2 |
| Improving Document Ranking for Long Queries with Nested Query Segmentation |
Rishiraj Saha Roy, Anusha Suresh, Niloy Ganguly, Monojit Choudhury |
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code |
1 |
| Collaborative Information Retrieval: Concepts, Models and Evaluation |
Lynda Tamine, Laure Soulier |
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code |
1 |
| Supervised Local Contexts Aggregation for Effective Session Search |
Zhiwei Zhang, Jingang Wang, Tao Wu, Pengjie Ren, Zhumin Chen, Luo Si |
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code |
1 |
| Jitter Search: A News-Based Real-Time Twitter Search Interface |
Flávio Martins, João Magalhães, Jamie Callan |
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code |
1 |
| On Cross-Script Information Retrieval |
Nada Naji, James Allan |
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code |
1 |
| Cross Domain User Engagement Evaluation |
Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery |
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code |
1 |
| 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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code |
1 |
| Adaptive Collaborative Filtering with Extended Kalman Filters and Multi-armed Bandits |
JeanMichel Renders |
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code |
0 |
| Cold Start Cumulative Citation Recommendation for Knowledge Base Acceleration |
Jingang Wang, Jingtian Jiang, Lejian Liao, Dandan Song, Zhiwei Zhang, ChinYew Lin |
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code |
0 |
| Scenemash: Multimodal Route Summarization for City Exploration |
Jorrit van den Berg, Stevan Rudinac, Marcel Worring |
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code |
0 |
| Living Labs for Online Evaluation: From Theory to Practice |
Anne Schuth, Krisztian Balog |
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code |
0 |
| Evaluating Text Summarization Systems with a Fair Baseline from Multiple Reference Summaries |
Fahmida Hamid, David Haraburda, Paul Tarau |
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code |
0 |
| Harvesting Training Images for Fine-Grained Object Categories Using Visual Descriptions |
Josiah Wang, Katja Markert, Mark Everingham |
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code |
0 |
| 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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code |
0 |
| Sketching Techniques for Very Large Matrix Factorization |
Raghavendran Balu, Teddy Furon, Laurent Amsaleg |
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code |
0 |
| Informativeness for Adhoc IR Evaluation: A Measure that Prevents Assessing Individual Documents |
Romain Deveaud, Véronique Moriceau, Josiane Mothe, Eric SanJuan |
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code |
0 |
| Industry Day Overview |
Omar Alonso, Pavel Serdyukov |
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code |
0 |
| MultiLingMine 2016: Modeling, Learning and Mining for Cross/Multilinguality |
Dino Ienco, Mathieu Roche, Salvatore Romeo, Paolo Rosso, Andrea Tagarelli |
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code |
0 |