Neural Factorization Machines for Sparse Predictive Analytics |
Xiangnan He, TatSeng Chua |
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code |
608 |
Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention |
Jingyuan Chen, Hanwang Zhang, Xiangnan He, Liqiang Nie, Wei Liu, TatSeng Chua |
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code |
454 |
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models |
Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang |
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code |
326 |
End-to-End Neural Ad-hoc Ranking with Kernel Pooling |
Chenyan Xiong, Zhuyun Dai, Jamie Callan, Zhiyuan Liu, Russell Power |
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code |
238 |
Deep Learning for Extreme Multi-label Text Classification |
Jingzhou Liu, WeiCheng Chang, Yuexin Wu, Yiming Yang |
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code |
232 |
Item Silk Road: Recommending Items from Information Domains to Social Users |
Xiang Wang, Xiangnan He, Liqiang Nie, TatSeng Chua |
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149 |
Neural Ranking Models with Weak Supervision |
Mostafa Dehghani, Hamed Zamani, Aliaksei Severyn, Jaap Kamps, W. Bruce Croft |
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code |
148 |
Anserini: Enabling the Use of Lucene for Information Retrieval Research |
Peilin Yang, Hui Fang, Jimmy Lin |
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code |
126 |
Neural Rating Regression with Abstractive Tips Generation for Recommendation |
Piji Li, Zihao Wang, Zhaochun Ren, Lidong Bing, Wai Lam |
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code |
126 |
AutoSVD++: An Efficient Hybrid Collaborative Filtering Model via Contractive Auto-encoders |
Shuai Zhang, Lina Yao, Xiwei Xu |
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code |
84 |
Relevance-based Word Embedding |
Hamed Zamani, W. Bruce Croft |
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code |
81 |
Exploiting Food Choice Biases for Healthier Recipe Recommendation |
David Elsweiler, Christoph Trattner, Morgan Harvey |
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75 |
Neural Citation Network for Context-Aware Citation Recommendation |
Travis Ebesu, Yi Fang |
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69 |
DeepStyle: Learning User Preferences for Visual Recommendation |
Qiang Liu, Shu Wu, Liang Wang |
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63 |
On Application of Learning to Rank for E-Commerce Search |
Shubhra Kanti Karmaker Santu, Parikshit Sondhi, ChengXiang Zhai |
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62 |
Embedding Factorization Models for Jointly Recommending Items and User Generated Lists |
Da Cao, Liqiang Nie, Xiangnan He, Xiaochi Wei, Shunzhi Zhu, TatSeng Chua |
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62 |
Personalized Key Frame Recommendation |
Xu Chen, Yongfeng Zhang, Qingyao Ai, Hongteng Xu, Junchi Yan, Zheng Qin |
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61 |
Learning a Hierarchical Embedding Model for Personalized Product Search |
Qingyao Ai, Yongfeng Zhang, Keping Bi, Xu Chen, W. Bruce Croft |
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57 |
Reinforcement Learning to Rank with Markov Decision Process |
Zheng Wei, Jun Xu, Yanyan Lan, Jiafeng Guo, Xueqi Cheng |
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57 |
Deep Semantic Hashing with Generative Adversarial Networks |
Zhaofan Qiu, Yingwei Pan, Ting Yao, Tao Mei |
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54 |
Personalized Itinerary Recommendation with Queuing Time Awareness |
Kwan Hui Lim, Jeffrey Chan, Shanika Karunasekera, Christopher Leckie |
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53 |
Leveraging Contextual Sentence Relations for Extractive Summarization Using a Neural Attention Model |
Pengjie Ren, Zhumin Chen, Zhaochun Ren, Furu Wei, Jun Ma, Maarten de Rijke |
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51 |
Word-Entity Duet Representations for Document Ranking |
Chenyan Xiong, Jamie Callan, TieYan Liu |
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50 |
Cross-Domain Recommendation via Clustering on Multi-Layer Graphs |
Aleksandr Farseev, Ivan Samborskii, Andrey Filchenkov, TatSeng Chua |
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47 |
Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture |
Yi Tay, Minh C. Phan, Anh Tuan Luu, Siu Cheung Hui |
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47 |
Jointly Learning Word Embeddings and Latent Topics |
Bei Shi, Wai Lam, Shoaib Jameel, Steven Schockaert, Kwun Ping Lai |
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46 |
DBpedia-Entity v2: A Test Collection for Entity Search |
Faegheh Hasibi, Fedor Nikolaev, Chenyan Xiong, Krisztian Balog, Svein Erik Bratsberg, Alexander Kotov, Jamie Callan |
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46 |
Video Question Answering via Attribute-Augmented Attention Network Learning |
Yunan Ye, Zhou Zhao, Yimeng Li, Long Chen, Jun Xiao, Yueting Zhuang |
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code |
44 |
A Neural Language Model for Query Auto-Completion |
Dae Hoon Park, Rikio Chiba |
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code |
36 |
Variational Deep Semantic Hashing for Text Documents |
Suthee Chaidaroon, Yi Fang |
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36 |
Characterizing and Predicting Enterprise Email Reply Behavior |
Liu Yang, Susan T. Dumais, Paul N. Bennett, Ahmed Hassan Awadallah |
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36 |
Adapting Markov Decision Process for Search Result Diversification |
Long Xia, Jun Xu, Yanyan Lan, Jiafeng Guo, Wei Zeng, Xueqi Cheng |
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code |
35 |
Predictive Network Representation Learning for Link Prediction |
Zhitao Wang, Chengyao Chen, Wenjie Li |
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code |
35 |
Enhancing Recurrent Neural Networks with Positional Attention for Question Answering |
Qin Chen, Qinmin Hu, Jimmy Xiangji Huang, Liang He, Weijie An |
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code |
35 |
Generating and Personalizing Bundle Recommendations on Steam |
Apurva Pathak, Kshitiz Gupta, Julian J. McAuley |
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code |
32 |
Meta-evaluation of Online and Offline Web Search Evaluation Metrics |
Ye Chen, Ke Zhou, Yiqun Liu, Min Zhang, Shaoping Ma |
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31 |
Retrieval Algorithms Optimized for Human Learning |
Rohail Syed, Kevyn CollinsThompson |
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code |
31 |
Efficient Cost-Aware Cascade Ranking in Multi-Stage Retrieval |
RueyCheng Chen, Luke Gallagher, Roi Blanco, J. Shane Culpepper |
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code |
30 |
Multitask Learning for Fine-Grained Twitter Sentiment Analysis |
Georgios Balikas, Simon Moura, MassihReza Amini |
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code |
30 |
Evaluating Web Search with a Bejeweled Player Model |
Fan Zhang, Yiqun Liu, Xin Li, Min Zhang, Yinghui Xu, Shaoping Ma |
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code |
29 |
Using Information Scent to Understand Mobile and Desktop Web Search Behavior |
Kevin Ong, Kalervo Järvelin, Mark Sanderson, Falk Scholer |
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code |
28 |
Classification by Retrieval: Binarizing Data and Classifiers |
Fumin Shen, Yadong Mu, Yang Yang, Wei Liu, Li Liu, Jingkuan Song, Heng Tao Shen |
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code |
28 |
EntiTables: Smart Assistance for Entity-Focused Tables |
Shuo Zhang, Krisztian Balog |
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code |
27 |
Faster BlockMax WAND with Variable-sized Blocks |
Antonio Mallia, Giuseppe Ottaviano, Elia Porciani, Nicola Tonellotto, Rossano Venturini |
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code |
27 |
Dynamic Factual Summaries for Entity Cards |
Faegheh Hasibi, Krisztian Balog, Svein Erik Bratsberg |
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code |
26 |
Joint Learning of Response Ranking and Next Utterance Suggestion in Human-Computer Conversation System |
Rui Yan, Dongyan Zhao, Weinan E |
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code |
24 |
Predicting Information Seeking Intentions from Search Behaviors |
Matthew Mitsui, Jiqun Liu, Nicholas J. Belkin, Chirag Shah |
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code |
24 |
Layout and Semantics: Combining Representations for Mathematical Formula Search |
Kenny Davila, Richard Zanibbi |
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code |
24 |
Retrieval Consistency in the Presence of Query Variations |
Peter Bailey, Alistair Moffat, Falk Scholer, Paul Thomas |
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code |
23 |
Investigating Examination Behavior of Image Search Users |
Xiaohui Xie, Yiqun Liu, Xiaochuan Wang, Meng Wang, Zhijing Wu, Yingying Wu, Min Zhang, Shaoping Ma |
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code |
23 |
Learning to Diversify Search Results via Subtopic Attention |
Zhengbao Jiang, JiRong Wen, Zhicheng Dou, Wayne Xin Zhao, JianYun Nie, Ming Yue |
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code |
23 |
Extracting Hierarchies of Search Tasks & Subtasks via a Bayesian Nonparametric Approach |
Rishabh Mehrotra, Emine Yilmaz |
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code |
22 |
Multi-site User Behavior Modeling and Its Application in Video Recommendation |
Chunfeng Yang, Huan Yan, Donghan Yu, Yong Li, Dah Ming Chiu |
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code |
21 |
A Probabilistic Reformulation of Memory-Based Collaborative Filtering: Implications on Popularity Biases |
Rocío Cañamares, Pablo Castells |
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code |
21 |
Nordlys: A Toolkit for Entity-Oriented and Semantic Search |
Faegheh Hasibi, Krisztian Balog, Darío Garigliotti, Shuo Zhang |
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code |
21 |
Searching on the Go: The Effects of Fragmented Attention on Mobile Web Search Tasks |
Morgan Harvey, Matthew Pointon |
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21 |
BitFunnel: Revisiting Signatures for Search |
Bob Goodwin, Michael Hopcroft, Dan Luu, Alex Clemmer, Mihaela Curmei, Sameh Elnikety, Yuxiong He |
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code |
21 |
Cookpad Image Dataset: An Image Collection as Infrastructure for Food Research |
Jun Harashima, Yuichiro Someya, Yohei Kikuta |
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code |
21 |
Exploring User-Specific Information in Music Retrieval |
Zhiyong Cheng, Jialie Shen, Liqiang Nie, TatSeng Chua, Mohan S. Kankanhalli |
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code |
20 |
Evaluating Mobile Search with Height-Biased Gain |
Cheng Luo, Yiqun Liu, Tetsuya Sakai, Fan Zhang, Min Zhang, Shaoping Ma |
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code |
20 |
Event Recommendation based on Graph Random Walking and History Preference Reranking |
Shenghao Liu, Bang Wang, Minghua Xu |
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code |
19 |
Comparing In Situ and Multidimensional Relevance Judgments |
Jiepu Jiang, Daqing He, James Allan |
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code |
19 |
Non-negative Matrix Factorization Meets Word Embedding |
Melissa Ailem, Aghiles Salah, Mohamed Nadif |
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code |
18 |
Joint Latent Subspace Learning and Regression for Cross-Modal Retrieval |
Jianlong Wu, Zhouchen Lin, Hongbin Zha |
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code |
18 |
A Test Collection for Evaluating Retrieval of Studies for Inclusion in Systematic Reviews |
Harrisen Scells, Guido Zuccon, Bevan Koopman, Anthony Deacon, Leif Azzopardi, Shlomo Geva |
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code |
18 |
ReAct: Online Multimodal Embedding for Recency-Aware Spatiotemporal Activity Modeling |
Chao Zhang, Keyang Zhang, Quan Yuan, Fangbo Tao, Luming Zhang, Tim Hanratty, Jiawei Han |
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code |
17 |
Engaged or Frustrated?: Disambiguating Emotional State in Search |
Ashlee Edwards, Diane Kelly |
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code |
17 |
Computational Social Indicators: A Case Study of Chinese University Ranking |
Fuli Feng, Liqiang Nie, Xiang Wang, Richang Hong, TatSeng Chua |
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code |
17 |
Open Relation Extraction for Support Passage Retrieval: Merit and Open Issues |
Amina Kadry, Laura Dietz |
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code |
17 |
Deep Character-Level Click-Through Rate Prediction for Sponsored Search |
Bora Edizel, Amin Mantrach, Xiao Bai |
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code |
16 |
Personalized Response Generation via Domain adaptation |
Min Yang, Zhou Zhao, Wei Zhao, Xiaojun Chen, Jia Zhu, Lianqiang Zhou, Zigang Cao |
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code |
16 |
An Enhanced Approach to Query Performance Prediction Using Reference Lists |
Haggai Roitman |
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code |
16 |
What Are You Known For?: Learning User Topical Profiles with Implicit and Explicit Footprints |
Cheng Cao, Hancheng Ge, Haokai Lu, Xia Hu, James Caverlee |
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16 |
Information Retrieval Meets Game Theory: The Ranking Competition Between Documents? Authors |
Nimrod Raifer, Fiana Raiber, Moshe Tennenholtz, Oren Kurland |
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code |
15 |
KASANDR: A Large-Scale Dataset with Implicit Feedback for Recommendation |
Sumit Sidana, Charlotte Laclau, MassihReza Amini, Gilles Vandelle, André BoisCrettez |
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code |
15 |
User Interaction Sequences for Search Satisfaction Prediction |
Rishabh Mehrotra, Imed Zitouni, Ahmed Hassan Awadallah, Ahmed El Kholy, Madian Khabsa |
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code |
15 |
Unsupervised Query-Focused Multi-Document Summarization using the Cross Entropy Method |
Guy Feigenblat, Haggai Roitman, Odellia Boni, David Konopnicki |
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code |
15 |
A Study of Snippet Length and Informativeness: Behaviour, Performance and User Experience |
David Maxwell, Leif Azzopardi, Yashar Moshfeghi |
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code |
15 |
Applying Information Extraction for Patent Structure Analysis |
Masayuki Okamoto, Zifei Shan, Ryohei Orihara |
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code |
15 |
Query Expansion for Email Search |
Saar Kuzi, David Carmel, Alex Libov, Ariel Raviv |
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code |
14 |
Privacy through Solidarity: A User-Utility-Preserving Framework to Counter Profiling |
Joanna Asia Biega, Rishiraj Saha Roy, Gerhard Weikum |
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code |
14 |
A Cross-Platform Collection for Contextual Suggestion |
Mohammad Aliannejadi, Ida Mele, Fabio Crestani |
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code |
14 |
Social Media Image Recognition for Food Trend Analysis |
Giuseppe Amato, Paolo Bolettieri, Vinicius Monteiro de Lira, Cristina Ioana Muntean, Raffaele Perego, Chiara Renso |
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code |
14 |
Entity Set Expansion via Knowledge Graphs |
Xiangling Zhang, Yueguo Chen, Jun Chen, Xiaoyong Du, Ke Wang, JiRong Wen |
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code |
13 |
Modelling Information Needs in Collaborative Search Conversations |
Sosuke Shiga, Hideo Joho, Roi Blanco, Johanne R. Trippas, Mark Sanderson |
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12 |
MEmbER: Max-Margin Based Embeddings for Entity Retrieval |
Shoaib Jameel, Zied Bouraoui, Steven Schockaert |
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code |
12 |
Emotional Social Signals for Search Ranking |
Ismail Badache, Mohand Boughanem |
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code |
12 |
Improving Exploratory Search Experience through Hierarchical Knowledge Graphs |
Bahareh Sarrafzadeh, Edward Lank |
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code |
12 |
Distribution-oriented Aesthetics Assessment for Image Search |
Chaoran Cui, Huidi Fang, Xiang Deng, Xiushan Nie, Hongshuai Dai, Yilong Yin |
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code |
12 |
X-DART: Blending Dropout and Pruning for Efficient Learning to Rank |
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani |
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code |
12 |
Word Embedding Causes Topic Shifting; Exploit Global Context! |
Navid Rekabsaz, Mihai Lupu, Allan Hanbury, Hamed Zamani |
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code |
12 |
Understanding and Predicting Usefulness Judgment in Web Search |
Jiaxin Mao, Yiqun Liu, HuanBo Luan, Min Zhang, Shaoping Ma, Hengliang Luo, Yuntao Zhang |
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code |
12 |
One Million Posts: A Data Set of German Online Discussions |
Dietmar Schabus, Marcin Skowron, Martin Trapp |
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code |
12 |
Hierarchical Community-Level Information Diffusion Modeling in Social Networks |
Yuan Zhang, Tianshu Lyu, Yan Zhang |
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code |
12 |
Computing Web-scale Topic Models using an Asynchronous Parameter Server |
Rolf Jagerman, Carsten Eickhoff, Maarten de Rijke |
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code |
12 |
Top-N Recommendation with High-Dimensional Side Information via Locality Preserving Projection |
Yifan Chen, Xiang Zhao, Maarten de Rijke |
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code |
11 |
Open Source Repository Recommendation in Social Coding |
JyunYu Jiang, PuJen Cheng, Wei Wang |
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code |
11 |
Predicting Session Length in Media Streaming |
Theodore Vasiloudis, Hossein Vahabi, Ross Kravitz, Valery Rashkov |
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code |
11 |
Personalized Query Suggestion Diversification |
Wanyu Chen, Fei Cai, Honghui Chen, Maarten de Rijke |
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code |
10 |
ICE: Item Concept Embedding via Textual Information |
ChuanJu Wang, TingHsiang Wang, HsiuWei Yang, BoSin Chang, MingFeng Tsai |
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code |
10 |
Navigating Imprecision in Relevance Assessments on the Road to Total Recall: Roger and Me |
Gordon V. Cormack, Maura R. Grossman |
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code |
10 |
Efficient & Effective Selective Query Rewriting with Efficiency Predictions |
Craig MacDonald, Nicola Tonellotto, Iadh Ounis |
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code |
10 |
Learning To Rank Resources |
Zhuyun Dai, Yubin Kim, Jamie Callan |
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code |
10 |
Translation of Natural Language Query Into Keyword Query Using a RNN Encoder-Decoder |
HyunJe Song, A.Yeong Kim, SeongBae Park |
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code |
10 |
Venue Appropriateness Prediction for Personalized Context-Aware Venue Suggestion |
Mohammad Aliannejadi, Fabio Crestani |
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code |
10 |
Neural Networks for Information Retrieval |
Tom Kenter, Alexey Borisov, Christophe Van Gysel, Mostafa Dehghani, Maarten de Rijke, Bhaskar Mitra |
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code |
10 |
Target Type Identification for Entity-Bearing Queries |
Darío Garigliotti, Faegheh Hasibi, Krisztian Balog |
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code |
10 |
Skill Translation Models in Expert Finding |
Arash Dargahi Nobari, Sajad Sotudeh Gharebagh, Mahmood Neshati |
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code |
10 |
An Extended Relevance Model for Session Search |
Nir Levine, Haggai Roitman, Doron Cohen |
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code |
9 |
Generating Query Suggestions to Support Task-Based Search |
Darío Garigliotti, Krisztian Balog |
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code |
9 |
Term Proximity Constraints for Pseudo-Relevance Feedback |
Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery |
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code |
9 |
Content Recommendation for Viral Social Influence |
Sergei Ivanov, Konstantinos Theocharidis, Manolis Terrovitis, Panagiotis Karras |
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code |
9 |
Incomplete Follow-up Question Resolution using Retrieval based Sequence to Sequence Learning |
Vineet Kumar, Sachindra Joshi |
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code |
9 |
Probabilistic Topic Models for Text Data Retrieval and Analysis |
ChengXiang Zhai |
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code |
9 |
Online In-Situ Interleaved Evaluation of Real-Time Push Notification Systems |
Adam Roegiest, Luchen Tan, Jimmy Lin |
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code |
9 |
From Footprint to Friendship: Modeling User Followership in Mobile Social Networks from Check-in Data |
Cheng Wang, Jieren Zhou, Bo Yang |
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code |
9 |
The Probability that Your Hypothesis Is Correct, Credible Intervals, and Effect Sizes for IR Evaluation |
Tetsuya Sakai |
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code |
9 |
Stacking Bagged and Boosted Forests for Effective Automated Classification |
Raphael R. Campos, Sérgio D. Canuto, Thiago Salles, Clebson C. A. de Sá, Marcos André Gonçalves |
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code |
9 |
Leveraging Cross-Network Information for Graph Sparsification in Influence Maximization |
Xiao Shen, FuLai Chung, Sitong Mao |
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code |
9 |
Generating Clinical Queries from Patient Narratives: A Comparison between Machines and Humans |
Bevan Koopman, Liam Cripwell, Guido Zuccon |
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code |
9 |
Sub-corpora Impact on System Effectiveness |
Nicola Ferro, Mark Sanderson |
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code |
9 |
Gaussian Embeddings for Collaborative Filtering |
Ludovic Dos Santos, Benjamin Piwowarski, Patrick Gallinari |
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code |
8 |
Improving Retrieval Performance for Verbose Queries via Axiomatic Analysis of Term Discrimination Heuristic |
Mozhdeh Ariannezhad, Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery |
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code |
8 |
A Large-Scale Query Spelling Correction Corpus |
Matthias Hagen, Martin Potthast, Marcel Gohsen, Anja Rathgeber, Benno Stein |
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code |
8 |
Predicting Which Topics You Will Join in the Future on Social Media |
Haoran Huang, Qi Zhang, Jindou Wu, Xuanjing Huang |
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code |
8 |
A Hierarchical Multimodal Attention-based Neural Network for Image Captioning |
Yong Cheng, Fei Huang, Lian Zhou, Cheng Jin, Yuejie Zhang, Tao Zhang |
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code |
8 |
Embedding-based Query Expansion for Weighted Sequential Dependence Retrieval Model |
Saeid Balaneshinkordan, Alexander Kotov |
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code |
7 |
Deep Multimodal Embedding Model for Fine-grained Sketch-based Image Retrieval |
Fei Huang, Yong Cheng, Cheng Jin, Yuejie Zhang, Tao Zhang |
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code |
7 |
Intent-Aware Semantic Query Annotation |
Rafael Glater, Rodrygo L. T. Santos, Nivio Ziviani |
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code |
7 |
Contextualizing Citations for Scientific Summarization using Word Embeddings and Domain Knowledge |
Arman Cohan, Nazli Goharian |
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code |
7 |
Event Early Embedding: Predicting Event Volume Dynamics at Early Stage |
Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen |
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code |
7 |
Cross-Language Question Re-Ranking |
Giovanni Da San Martino, Salvatore Romeo, Alberto BarrónCedeño, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov |
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7 |
SogouT-16: A New Web Corpus to Embrace IR Research |
Cheng Luo, Yukun Zheng, Yiqun Liu, Xiaochuan Wang, Jingfang Xu, Min Zhang, Shaoping Ma |
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code |
7 |
Optimizing Trade-offs Among Stakeholders in Real-Time Bidding by Incorporating Multimedia Metrics |
Xiang Chen, Bowei Chen, Mohan S. Kankanhalli |
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code |
7 |
Neural Network based Reinforcement Learning for Real-time Pushing on Text Stream |
Haihui Tan, Ziyu Lu, Wenjie Li |
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code |
7 |
Detecting Controversies in Online News Media |
Kaspar Beelen, Evangelos Kanoulas, Bob van de Velde |
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code |
7 |
Efficient Data Structures for Massive N-Gram Datasets |
Giulio Ermanno Pibiri, Rossano Venturini |
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code |
7 |
Automatic and Semi-Automatic Document Selection for Technology-Assisted Review |
Maura R. Grossman, Gordon V. Cormack, Adam Roegiest |
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code |
7 |
Label Aggregation for Crowdsourcing with Bi-Layer Clustering |
Jing Zhang, Victor S. Sheng, Tao Li |
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code |
7 |
On the Benefit of Incorporating External Features in a Neural Architecture for Answer Sentence Selection |
RueyCheng Chen, Evi Yulianti, Mark Sanderson, W. Bruce Croft |
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code |
7 |
Mining Business Opportunities from Location-based Social Networks |
Shenglin Zhao, Irwin King, Michael R. Lyu, Jia Zeng, Mingxuan Yuan |
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code |
7 |
A Study of SVM Kernel Functions for Sensitivity Classification Ensembles with POS Sequences |
Graham McDonald, Nicolás GarcíaPedrajas, Craig Macdonald, Iadh Ounis |
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code |
7 |
Experiments with Convolutional Neural Network Models for Answer Selection |
Jinfeng Rao, Hua He, Jimmy Lin |
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code |
7 |
Finally, a Downloadable Test Collection of Tweets |
Royal Sequiera, Jimmy Lin |
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code |
7 |
EvALL: Open Access Evaluation for Information Access Systems |
Enrique Amigó, Jorge Carrillo de Albornoz, Mario AlmagroCádiz, Julio Gonzalo, Javier RodríguezVidal, Felisa Verdejo |
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7 |
Combining Top-N Recommenders with Metasearch Algorithms |
Daniel Valcarce, Javier Parapar, Álvaro Barreiro |
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6 |
On Including the User Dynamic in Learning to Rank |
Nicola Ferro, Claudio Lucchese, Maria Maistro, Raffaele Perego |
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6 |
Unifying Multi-Source Social Media Data for Personalized Travel Route Planning |
Gang Hu, Jie Shao, Fumin Shen, Zi Huang, Heng Tao Shen |
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6 |
But Is It Statistically Significant?: Statistical Significance in IR Research, 1995-2014 |
Ben Carterette |
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6 |
RankEval: An Evaluation and Analysis Framework for Learning-to-Rank Solutions |
Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani |
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6 |
Proactive Information Retrieval via Screen Surveillance |
Vuong Thanh Tung, Giulio Jacucci, Tuukka Ruotsalo |
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6 |
Statistical Significance Testing in Information Retrieval: Theory and Practice |
Ben Carterette |
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6 |
A/B Testing at Scale: Accelerating Software Innovation |
Alex Deng, Pavel A. Dmitriev, Somit Gupta, Ron Kohavi, Paul Raff, Lukas Vermeer |
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6 |
Sentence-level Sentiment Classification with Weak Supervision |
Fangzhao Wu, Jia Zhang, Zhigang Yuan, Sixing Wu, Yongfeng Huang, Jun Yan |
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6 |
Recommending Complementary Products in E-Commerce Push Notifications with a Mixture Model Approach |
Huasha Zhao, Luo Si, Xiaogang Li, Qiong Zhang |
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5 |
Building Your Own Reading List Anytime via Embedding Relevance, Quality, Timeliness and Diversity |
BoWen Zhang, XuCheng Yin, Fang Zhou, JianLin Jin |
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5 |
Semantic Query Understanding |
Ricardo BaezaYates |
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code |
5 |
Understanding and Modeling Success in Email Search |
Jin Young Kim, Nick Craswell, Susan T. Dumais, Filip Radlinski, Fang Liu |
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5 |
Gauging the Quality of Relevance Assessments using Inter-Rater Agreement |
Tadele Tedla Damessie, Thao P. Nghiem, Falk Scholer, J. Shane Culpepper |
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5 |
Axiomatic Thinking for Information Retrieval: And Related Tasks |
Enrique Amigó, Hui Fang, Stefano Mizzaro, ChengXiang Zhai |
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5 |
Can Deep Effectiveness Metrics Be Evaluated Using Shallow Judgment Pools? |
Xiaolu Lu, Alistair Moffat, J. Shane Culpepper |
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5 |
LoSHa: A General Framework for Scalable Locality Sensitive Hashing |
Jinfeng Li, James Cheng, Fan Yang, Yuzhen Huang, Yunjian Zhao, Xiao Yan, Ruihao Zhao |
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5 |
Top-K Influential Nodes in Social Networks: A Game Perspective |
Yu Zhang, Yan Zhang |
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5 |
Crowdsourced App Review Manipulation |
Shanshan Li, James Caverlee, Wei Niu, Parisa Kaghazgaran |
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5 |
Visual Pool: A Tool to Visualize and Interact with the Pooling Method |
Aldo Lipani, Mihai Lupu, Allan Hanbury |
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5 |
Candidate Selection for Large Scale Personalized Search and Recommender Systems |
Dhruv Arya, Ganesh Venkataraman, Aman Grover, Krishnaram Kenthapadi |
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4 |
Seasonal Web Search Query Selection for Influenza-Like Illness (ILI) Estimation |
Niels Dalum Hansen, Kåre Mølbak, Ingemar J. Cox, Christina Lioma |
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4 |
Cross-Device User Linking: URL, Session, Visiting Time, and Device-log Embedding |
Minh C. Phan, Aixin Sun, Yi Tay |
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4 |
Learning to Rank Using Localized Geometric Mean Metrics |
Yuxin Su, Irwin King, Michael R. Lyu |
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4 |
Game State Retrieval with Keyword Queries |
Atsushi Ushiku, Shinsuke Mori, Hirotaka Kameko, Yoshimasa Tsuruoka |
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4 |
Autonomous Crowdsourcing through Human-Machine Collaborative Learning |
Azad Abad, Moin Nabi, Alessandro Moschitti |
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4 |
TOTEM: Personal Tweets Summarization on Mobile Devices |
Jin Yao Chin, Sourav S. Bhowmick, Adam Jatowt |
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4 |
A Task-oriented Search Engine for Evidence-based Medicine |
Bevan Koopman, Guido Zuccon, Jack Russell |
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4 |
Effective Music Feature NCP: Enhancing Cover Song Recognition with Music Transcription |
Yao Cheng, Xiaoou Chen, Deshun Yang, Xiaoshuo Xu |
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code |
4 |
Smart Media Generation System for Broadcasting Contents |
Jeong Woo Son, Wonjoo Park, SangYun Lee, Jinwoo Kim, SunJoong Kim |
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4 |
Seeing Bot |
Yingwei Pan, Zhaofan Qiu, Ting Yao, Houqiang Li, Tao Mei |
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4 |
Search Without a Query: Powering Job Recommendations via Search Index at LinkedIn |
Dhruv Arya, Ganesh Venkataraman |
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3 |
Online Learning to Rank for Cross-Language Information Retrieval |
Razieh Rahimi, Azadeh Shakery |
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3 |
Mailbox-Based vs. Log-Based Query Completion for Mail Search |
Michal Horovitz, Liane LewinEytan, Alex Libov, Yoelle Maarek, Ariel Raviv |
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3 |
Generalized Mixed Effect Models for Personalizing Job Search |
Ankan Saha, Dhruv Arya |
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3 |
Searchbots: Using Chatbots in Collaborative Information-seeking Tasks |
Sandeep Avula |
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code |
3 |
Deep Collaborative Filtering Approaches for Context-Aware Venue Recommendation |
Jarana Manotumruksa |
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3 |
The Utility and Privacy Effects of a Click |
Rachid Guerraoui, AnneMarie Kermarrec, Mahsa Taziki |
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3 |
Counter Deanonymization Query: H-index Based k-Anonymization Privacy Protection for Social Networks |
Jianliang Gao, Bo Song, Zheng Chen, Weimao Ke, Wanying Ding, Xiaohua Hu |
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3 |
Health Misinformation in Search and Social Media |
Amira Ghenai |
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code |
3 |
Relevance Judgments: Preferences, Scores and Ties |
Ziying Yang |
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3 |
BioNex: A System For Biomedical News Event Exploration |
Patrick Ernst, Arunav Mishra, Avishek Anand, Vinay Setty |
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3 |
LSTM vs. BM25 for Open-domain QA: A Hands-on Comparison of Effectiveness and Efficiency |
Sosuke Kato, Riku Togashi, Hideyuki Maeda, Sumio Fujita, Tetsuya Sakai |
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3 |
On the Reusability of "Living Labs" Test Collections: : A Case Study of Real-Time Summarization |
Luchen Tan, Gaurav Baruah, Jimmy Lin |
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code |
3 |
POI Popularity Prediction via Hierarchical Fusion of Multiple Social Clues |
Yaqian Duan, Xinze Wang, Yang Yang, Zi Huang, Ning Xie, Heng Tao Shen |
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code |
3 |
Timestamping Entities using Contextual Information |
Adam Jatowt, Daisuke Kawai, Katsumi Tanaka |
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code |
3 |
Managing Tail Latencies in Large Scale IR Systems |
Joel M. Mackenzie |
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code |
3 |
Dynamic Personalized Ranking of Facets for Exploratory Search |
Esraa Ali |
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2 |
Exploring the Query Halo Effect in Site Search: Leading People to Longer Queries |
Djoerd Hiemstra, Claudia Hauff, Leif Azzopardi |
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2 |
On the Use of an Intermediate Class in Boolean Crowdsourced Relevance Annotations for Learning to Rank Comments |
Alberto BarrónCedeño, Giovanni Da San Martino, Simone Filice, Alessandro Moschitti |
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2 |
Personalized PageRank in Uncertain Graphs with Mutually Exclusive Edges |
Jung Hyun Kim, MaoLin Li, K. Selçuk Candan, Maria Luisa Sapino |
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2 |
RELink: A Research Framework and Test Collection for Entity-Relationship Retrieval |
Pedro Saleiro, Natasa MilicFrayling, Eduarda Mendes Rodrigues, Carlos Soares |
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2 |
Improving Search Engines via Large-Scale Physiological Sensing |
Ryen W. White, Ryan Ma |
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2 |
A Stream-based Resource for Multi-Dimensional Evaluation of Recommender Algorithms |
Benjamin Kille, Andreas Lommatzsch, Frank Hopfgartner, Martha A. Larson, Arjen P. de Vries |
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code |
2 |
Automatically Extracting High-Quality Negative Examples for Answer Selection in Question Answering |
Haotian Zhang, Jinfeng Rao, Jimmy Lin, Mark D. Smucker |
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2 |
A Comparative Live Evaluation of Multileaving Methods on a Commercial cQA Search |
Tomohiro Manabe, Akiomi Nishida, Makoto P. Kato, Takehiro Yamamoto, Sumio Fujita |
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2 |
The Impact of Linkage Methods in Hierarchical Clustering for Active Learning to Rank |
Ziming Li, Maarten de Rijke |
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2 |
Structuring the Unstructured: From Startup to Making Sense of eBay's Huge eCommerce Inventory |
Ido Guy, Kira Radinsky |
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code |
2 |
Multi-dimensional Formula Feature Modeling for Mathematical Information Retrieval |
Ke Yuan |
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code |
2 |
Learning Max-Margin GeoSocial Multimedia Network Representations for Point-of-Interest Suggestion |
Zhou Zhao, Qifan Yang, Hanqing Lu, Min Yang, Jun Xiao, Fei Wu, Yueting Zhuang |
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2 |
Accounting for the Correspondence in Commented Data |
Renqin Cai, Chi Wang, Hongning Wang |
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code |
2 |
On the Power Laws of Language: Word Frequency Distributions |
Flavio Chierichetti, Ravi Kumar, Bo Pang |
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code |
2 |
Centered kNN Graph for Semi-Supervised Learning |
Ikumi Suzuki, Kazuo Hara |
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code |
2 |
Document Expansion Using External Collections |
Garrick Sherman, Miles Efron |
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code |
2 |
Graph Summarization for Entity Relatedness Visualization |
Yukai Miao, Jianbin Qin, Wei Wang |
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code |
2 |
ReviewMiner: An Aspect-based Review Analytics System |
Derek Wu, Hongning Wang |
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code |
2 |
Twicalli: An Earthquake Detection System Based on Citizen Sensors Used for Emergency Response in Chile |
Barbara Poblete |
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code |
2 |
Mail Search: It's Getting Personal! |
Yoelle Maarek |
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code |
1 |
Cross-Lingual Information Retrieve in Sogou Search |
Jingfang Xu, Feifei Zhai, Zhengshan Xue |
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1 |
CitySearcher: A City Search Engine For Interests |
Mohamed Abdel Maksoud, Gaurav Pandey, Shuaiqiang Wang |
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1 |
Utilizing Online Social Media for Disaster Relief: Practical Challenges in Retrieval |
Moumita Basu |
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1 |
LiveMaps: Converting Map Images into Interactive Maps |
Michael R. Evans, Dragomir Yankov, Pavel Berkhin, Pavel Yudin, Florin Teodorescu, Wei Wu |
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1 |
Support for Interactive Identification of Mentioned Entities in Conversational Speech |
Ning Gao, Douglas W. Oard, Mark Dredze |
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1 |
Teaching the Information Retrieval Process Using a Web-Based Environment and Game Mechanics |
Thomas WilhelmStein, Stefan Kahl, Maximilian Eibl |
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code |
1 |
Traditional IR Meets Ontology Engineering in Search for Data |
Anton Firsov |
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code |
1 |
Machine Learning Powered A/B Testing |
Pavel Serdyukov |
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code |
1 |
Large-Scale Goodness Polarity Lexicons for Community Question Answering |
Todor Mihaylov, Daniel Balchev, Yasen Kiprov, Ivan Koychev, Preslav Nakov |
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1 |
A Collection for Detecting Triggers of Sentiment Spikes |
Anastasia Giachanou, Ida Mele, Fabio Crestani |
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code |
1 |
Event Detection on Curated Tweet Streams |
Nimesh Ghelani, Salman Mohammed, Shine Wang, Jimmy Lin |
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1 |
SPOT: Selecting occuPations frOm Trajectories |
Peipei Li, Junjie Yao, Liping Wang, Xuemin Lin |
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code |
1 |
A Metric for Sentence Ordering Assessment Based on Topic-Comment Structure |
Liana Ermakova, Josiane Mothe, Anton Firsov |
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1 |
ENCORE: External Neural Constraints Regularized Distant Supervision for Relation Extraction |
Siliang Tang, Jinjian Zhang, Ning Zhang, Fei Wu, Jun Xiao, Yueting Zhuang |
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Social Media Advertisement Outreach: Learning the Role of Aesthetics |
Avikalp Srivastava, Madhav Datt, Jaikrishna Chaparala, Shubham Mangla, Priyadarshi Patnaik |
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1 |
Building Test Collections: An Interactive Guide for Students and Others Without Their Own Evaluation Conference Series |
Ian Soboroff |
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1 |
Information Retrieval Model using Generalized Pareto Distribution and Its Application to Instance Search |
Masaya Murata, Kaoru Hiramatsu, Shin'ichi Satoh |
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0 |
A Poisson Regression Method for Top-N Recommendation |
Jiajin Huang, Jian Wang, Ning Zhong |
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0 |
Forward to the Past: Notes towards a Pre-history of Web Search |
Stephen Robertson |
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0 |
An Accurate, Efficient, and Scalable Approach to Channel Matching in Smart TVs |
Jiwon Hong, SangWook Kim, Mina Rho, YoonHee Choi, Yoonsik Tak |
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0 |
Luandri: A Clean Lua Interface to the Indri Search Engine |
Bhaskar Mitra, Fernando Diaz, Nick Craswell |
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ASTERIX: Ambiguity and Missing Element-Aware XML Keyword Search Engine |
Ba Quan Truong, Sourav S. Bhowmick, Curtis E. Dyreson, Hong Jing Khok |
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0 |
Making Ads More Relevant Innovations in Digital Advertising |
Sudong Chung |
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Naver Search: Deep Learning Powered Search Portal for Intelligent Information Provision |
Inho Kang |
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SIGIR 2017 Tutorial on Health Search (HS2017): A Full-day from Consumers to Clinicians |
Guido Zuccon, Bevan Koopman |
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0 |
Weighted Domain Translation for Online News Comments Emotion Tagging |
Ying Zhang, Li Yu, Xue Zhao, Xiaojie Yuan, Lei Xu |
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Building Bridges across Social Platforms: Answering Twitter Questions with Yahoo! Answers |
Mossaab Bagdouri, Douglas W. Oard |
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From Design to Analysis: Conducting Controlled Laboratory Experiments with Users |
Diane Kelly, Anita Crescenzi |
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Evolution of Information Needs based on Life Event Experiences with Topic Transition |
Naoto Takeda, Yohei Seki, Mimpei Morishita, Yoichi Inagaki |
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0 |
Detecting Positive Medical History Mentions |
Bing Bai, PierreFrançois Laquerre, Richard G. Jackson, Robert Stewart |
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0 |
De-duping URLs with Sequence-to-Sequence Neural Networks |
Keyang Xu, Zhengzhong Liu, Jamie Callan |
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MAPping the probability of start-up success |
David Hawking |
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0 |
Spotify: Music Access At Scale |
Fernando Diaz |
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Find Shoes Like These |
Hideyuki Maeda |
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Examining Information on Social Media: Topic Modelling, Trend Prediction and Community Classification |
Anjie Fang |
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0 |