| Beyond News Contents: The Role of Social Context for Fake News Detection |
Kai Shu, Suhang Wang, Huan Liu |
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code |
211 |
| A Simple Convolutional Generative Network for Next Item Recommendation |
Fajie Yuan, Alexandros Karatzoglou, Ioannis Arapakis, Joemon M. Jose, Xiangnan He |
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code |
196 |
| Knowledge Graph Embedding Based Question Answering |
Xiao Huang, Jingyuan Zhang, Dingcheng Li, Ping Li |
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code |
192 |
| Session-Based Social Recommendation via Dynamic Graph Attention Networks |
Weiping Song, Zhiping Xiao, Yifan Wang, Laurent Charlin, Ming Zhang, Jian Tang |
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code |
183 |
| Top-K Off-Policy Correction for a REINFORCE Recommender System |
Minmin Chen, Alex Beutel, Paul Covington, Sagar Jain, Francois Belletti, Ed H. Chi |
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code |
126 |
| Fake News: Fundamental Theories, Detection Strategies and Challenges |
Xinyi Zhou, Reza Zafarani, Kai Shu, Huan Liu |
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code |
103 |
| SimGNN: A Neural Network Approach to Fast Graph Similarity Computation |
Yunsheng Bai, Hao Ding, Song Bian, Ting Chen, Yizhou Sun, Wei Wang |
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code |
99 |
| Co-Embedding Attributed Networks |
Zaiqiao Meng, Shangsong Liang, Hongyan Bao, Xiangliang Zhang |
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code |
75 |
| Social Attentional Memory Network: Modeling Aspect- and Friend-Level Differences in Recommendation |
Chong Chen, Min Zhang, Yiqun Liu, Shaoping Ma |
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code |
72 |
| Estimating Position Bias without Intrusive Interventions |
Aman Agarwal, Ivan Zaitsev, Xuanhui Wang, Cheng Li, Marc Najork, Thorsten Joachims |
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code |
67 |
| Interaction Embeddings for Prediction and Explanation in Knowledge Graphs |
Wen Zhang, Bibek Paudel, Wei Zhang, Abraham Bernstein, Huajun Chen |
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code |
64 |
| XBully: Cyberbullying Detection within a Multi-Modal Context |
Lu Cheng, Jundong Li, Yasin N. Silva, Deborah L. Hall, Huan Liu |
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code |
52 |
| Interactive Anomaly Detection on Attributed Networks |
Kaize Ding, Jundong Li, Huan Liu |
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code |
49 |
| Multi-Representation Fusion Network for Multi-Turn Response Selection in Retrieval-Based Chatbots |
Chongyang Tao, Wei Wu, Can Xu, Wenpeng Hu, Dongyan Zhao, Rui Yan |
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code |
48 |
| SHNE: Representation Learning for Semantic-Associated Heterogeneous Networks |
Chuxu Zhang, Ananthram Swami, Nitesh V. Chawla |
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code |
45 |
| Slice: Scalable Linear Extreme Classifiers Trained on 100 Million Labels for Related Searches |
Himanshu Jain, Venkatesh Balasubramanian, Bhanu Chunduri, Manik Varma |
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code |
44 |
| RecWalk: Nearly Uncoupled Random Walks for Top-N Recommendation |
Athanasios N. Nikolakopoulos, George Karypis |
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code |
39 |
| EXS: Explainable Search Using Local Model Agnostic Interpretability |
Jaspreet Singh, Avishek Anand |
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code |
39 |
| Offline Evaluation to Make Decisions About PlaylistRecommendation Algorithms |
Alois Gruson, Praveen Chandar, Christophe Charbuillet, James McInerney, Samantha Hansen, Damien Tardieu, Ben Carterette |
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code |
38 |
| Fighting Fire with Fire: Using Antidote Data to Improve Polarization and Fairness of Recommender Systems |
Bashir Rastegarpanah, Krishna P. Gummadi, Mark Crovella |
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code |
36 |
| Neural Tensor Factorization for Temporal Interaction Learning |
Xian Wu, Baoxu Shi, Yuxiao Dong, Chao Huang, Nitesh V. Chawla |
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code |
36 |
| Sequential Variational Autoencoders for Collaborative Filtering |
Noveen Sachdeva, Giuseppe Manco, Ettore Ritacco, Vikram Pudi |
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code |
35 |
| Taxonomy-Aware Multi-Hop Reasoning Networks for Sequential Recommendation |
Jin Huang, Zhaochun Ren, Wayne Xin Zhao, Gaole He, JiRong Wen, Daxiang Dong |
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code |
31 |
| A General View for Network Embedding as Matrix Factorization |
Xin Liu, Tsuyoshi Murata, KyoungSook Kim, Chatchawan Kotarasu, Chenyi Zhuang |
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code |
30 |
| Gated Attentive-Autoencoder for Content-Aware Recommendation |
Chen Ma, Peng Kang, Bin Wu, Qinglong Wang, Xue Liu |
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code |
30 |
| All Those Wasted Hours: On Task Abandonment in Crowdsourcing |
Lei Han, Kevin Roitero, Ujwal Gadiraju, Cristina Sarasua, Alessandro Checco, Eddy Maddalena, Gianluca Demartini |
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code |
30 |
| Product-Aware Answer Generation in E-Commerce Question-Answering |
Shen Gao, Zhaochun Ren, Yihong Eric Zhao, Dongyan Zhao, Dawei Yin, Rui Yan |
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code |
26 |
| Why the World Reads Wikipedia: Beyond English Speakers |
Florian Lemmerich, Diego SáezTrumper, Robert West, Leila Zia |
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code |
26 |
| The Local Closure Coefficient: A New Perspective On Network Clustering |
Hao Yin, Austin R. Benson, Jure Leskovec |
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code |
25 |
| When People Change their Mind: Off-Policy Evaluation in Non-stationary Recommendation Environments |
Rolf Jagerman, Ilya Markov, Maarten de Rijke |
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code |
24 |
| Sampling Methods for Counting Temporal Motifs |
Paul Liu, Austin R. Benson, Moses Charikar |
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code |
24 |
| Knowledge Graph Enhanced Community Detection and Characterization |
Shreyansh P. Bhatt, Swati Padhee, Amit P. Sheth, Keke Chen, Valerie L. Shalin, Derek Doran, Brandon S. Minnery |
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code |
22 |
| ExFaKT: A Framework for Explaining Facts over Knowledge Graphs and Text |
Mohamed H. GadElrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum |
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code |
22 |
| Neural Demographic Prediction using Search Query |
Chuhan Wu, Fangzhao Wu, Junxin Liu, Shaojian He, Yongfeng Huang, Xing Xie |
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code |
20 |
| Preference Elicitation Strategy for Conversational Recommender System |
Bilih Priyogi |
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code |
20 |
| Federated Online Learning to Rank with Evolution Strategies |
Eugene Kharitonov |
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code |
20 |
| Solving the Sparsity Problem in Recommendations via Cross-Domain Item Embedding Based on Co-Clustering |
Yaqing Wang, Chunyan Feng, Caili Guo, Yunfei Chu, JenqNeng Hwang |
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code |
19 |
| Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching |
Chen Qu, Feng Ji, Minghui Qiu, Liu Yang, Zhiyu Min, Haiqing Chen, Jun Huang, W. Bruce Croft |
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code |
19 |
| Neural Based Statement Classification for Biased Language |
Christoph Hube, Besnik Fetahu |
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code |
19 |
| Review-Driven Answer Generation for Product-Related Questions in E-Commerce |
Shiqian Chen, Chenliang Li, Feng Ji, Wei Zhou, Haiqing Chen |
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code |
18 |
| Protecting User Privacy: An Approach for Untraceable Web Browsing History and Unambiguous User Profiles |
Ghazaleh Beigi, Ruocheng Guo, Alexander Nou, Yanchao Zhang, Huan Liu |
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code |
18 |
| Linked Variational AutoEncoders for Inferring Substitutable and Supplementary Items |
Vineeth Rakesh, Suhang Wang, Kai Shu, Huan Liu |
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code |
17 |
| Fairness-Aware Machine Learning: Practical Challenges and Lessons Learned |
Sarah Bird, Krishnaram Kenthapadi, Emre Kiciman, Margaret Mitchell |
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code |
17 |
| Recurrent Recommendation with Local Coherence |
Jianling Wang, James Caverlee |
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code |
15 |
| CluWords: Exploiting Semantic Word Clustering Representation for Enhanced Topic Modeling |
Felipe Viegas, Sérgio D. Canuto, Christian Gomes, Washington Luiz, Thierson Rosa, Sabir Ribas, Leonardo Rocha, Marcos André Gonçalves |
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code |
15 |
| Privacy-preserving Data Mining in Industry |
Krishnaram Kenthapadi, Ilya Mironov, Abhradeep Guha Thakurta |
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code |
15 |
| NAIRS: A Neural Attentive Interpretable Recommendation System |
Shuai Yu, Yongbo Wang, Min Yang, Baocheng Li, Qiang Qu, Jialie Shen |
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code |
14 |
| Time is of the Essence: A Joint Hierarchical RNN and Point Process Model for Time and Item Predictions |
Bjørnar Vassøy, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune |
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code |
14 |
| Learning to Transform, Combine, and Reason in Open-Domain Question Answering |
Mostafa Dehghani, Hosein Azarbonyad, Jaap Kamps, Maarten de Rijke |
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code |
14 |
| Weakly Supervised Co-Training of Query Rewriting andSemantic Matching for e-Commerce |
Rong Xiao, Jianhui Ji, Baoliang Cui, Haihong Tang, Wenwu Ou, Yanghua Xiao, Jiwei Tan, Xuan Ju |
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code |
13 |
| The Influence of Image Search Intents on User Behavior and Satisfaction |
Zhijing Wu, Yiqun Liu, Qianfan Zhang, Kailu Wu, Min Zhang, Shaoping Ma |
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code |
12 |
| Joint Optimization of Cascade Ranking Models |
Luke Gallagher, RueyCheng Chen, Roi Blanco, J. Shane Culpepper |
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code |
12 |
| Task Duration Estimation |
Ryen W. White, Ahmed Hassan Awadallah |
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code |
12 |
| Fast Dictionary-Based Compression for Inverted Indexes |
Giulio Ermanno Pibiri, Matthias Petri, Alistair Moffat |
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code |
12 |
| CoReRank: Ranking to Detect Users Involved in Blackmarket-Based Collusive Retweeting Activities |
Aditya Chetan, Brihi Joshi, Hridoy Sankar Dutta, Tanmoy Chakraborty |
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code |
11 |
| WassRank: Listwise Document Ranking Using Optimal Transport Theory |
Haitao Yu, Adam Jatowt, Hideo Joho, Joemon M. Jose, Xiao Yang, Long Chen |
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code |
10 |
| FaceOff: Assisting the Manifestation Design of Web Graphical User Interface |
Shuyu Zheng, Ziniu Hu, Yun Ma |
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code |
10 |
| Homogeneity-Based Transmissive Process to Model True and False News in Social Networks |
Jooyeon Kim, Dongkwan Kim, Alice Oh |
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code |
10 |
| Relevance Search over Schema-Rich Knowledge Graphs |
Yu Gu, Tianshuo Zhou, Gong Cheng, Ziyang Li, Jeff Z. Pan, Yuzhong Qu |
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code |
9 |
| Pleasant Route Suggestion based on Color and Object Rates |
Shoko Wakamiya, Panote Siriaraya, Yihong Zhang, Yukiko Kawai, Eiji Aramaki, Adam Jatowt |
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code |
9 |
| Spiral of Silence in Recommender Systems |
Dugang Liu, Chen Lin, Zhilin Zhang, Yanghua Xiao, Hanghang Tong |
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code |
8 |
| Characterizing and Predicting Email Deferral Behavior |
Bahareh Sarrafzadeh, Ahmed Hassan Awadallah, Christopher H. Lin, ChiaJung Lee, Milad Shokouhi, Susan T. Dumais |
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code |
8 |
| Representation Interpretation with Spatial Encoding and Multimodal Analytics |
Ninghao Liu, Mengnan Du, Xia Hu |
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code |
8 |
| Sparsemax and Relaxed Wasserstein for Topic Sparsity |
Tianyi Lin, Zhiyue Hu, Xin Guo |
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code |
8 |
| Domain Switch-Aware Holistic Recurrent Neural Network for Modeling Multi-Domain User Behavior |
Donghyun Kim, Sungchul Kim, Handong Zhao, Sheng Li, Ryan A. Rossi, Eunyee Koh |
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code |
7 |
| Enabling Privacy-Preserving Sharing of Genomic Data for GWASs in Decentralized Networks |
Yanjun Zhang, Xin Zhao, Xue Li, Mingyang Zhong, Caitlin Curtis, Chen Chen |
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code |
7 |
| Discovering Correlations between Sparse Features in Distant Supervision for Relation Extraction |
Jianfeng Qu, Dantong Ouyang, Wen Hua, Yuxin Ye, Xiaofang Zhou |
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code |
7 |
| Overlapping Community Detection in Static and Dynamic Social Networks |
Renny Márquez, Richard Weber |
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code |
7 |
| How A/B Tests Could Go Wrong: Automatic Diagnosis of Invalid Online Experiments |
Nanyu Chen, Min Liu, Ya Xu |
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code |
6 |
| MSA: Jointly Detecting Drug Name and Adverse Drug Reaction Mentioning Tweets with Multi-Head Self-Attention |
Chuhan Wu, Fangzhao Wu, Zhigang Yuan, Junxin Liu, Yongfeng Huang, Xing Xie |
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code |
6 |
| CORALS: Who Are My Potential New Customers? Tapping into the Wisdom of Customers' Decisions |
Ruirui Li, JyunYu Jiang, Chelsea J.T. Ju, Wei Wang |
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code |
6 |
| Across-Time Comparative Summarization of News Articles |
Yijun Duan, Adam Jatowt |
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code |
6 |
| Intelligent Traffic Analytics: From Monitoring to Controlling |
Sheng Wang, Yunzhuang Shen, Zhifeng Bao, Xiaolin Qin |
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code |
6 |
| Crosslingual Document Embedding as Reduced-Rank Ridge Regression |
Martin Josifoski, Ivan S. Paskov, Hristo S. Paskov, Martin Jaggi, Robert West |
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code |
5 |
| Genie: An Open Box Counterfactual Policy Estimator for Optimizing Sponsored Search Marketplace |
Murat Ali Bayir, Mingsen Xu, Yaojia Zhu, Yifan Shi |
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code |
5 |
| Domain Adaptation for Commitment Detection in Email |
Hosein Azarbonyad, Robert Sim, Ryen W. White |
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code |
5 |
| A State Transition Model for Mobile Notifications via Survival Analysis |
Yiping Yuan, Jing Zhang, Shaunak Chatterjee, Shipeng Yu, Rómer Rosales |
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code |
5 |
| Random Spatial Network Models for Core-Periphery Structure |
Junteng Jia, Austin R. Benson |
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code |
5 |
| User Behavior Modeling for Web Image Search |
Xiaohui Xie |
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code |
4 |
| Investment Recommendation System for Low-Liquidity Online Peer to Peer Lending (P2PL) Marketplaces |
Ke Ren, Avinash Malik |
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code |
4 |
| Shaping Feedback Data in Recommender Systems with Interventions Based on Information Foraging Theory |
Tobias Schnabel, Paul N. Bennett, Thorsten Joachims |
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code |
4 |
| Learning Personalized Topical Compositions with Item Response Theory |
Lu Lin, Lin Gong, Hongning Wang |
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code |
4 |
| Modeling Temporal Evidence from External Collections |
Flávio Martins, João Magalhães, Jamie Callan |
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code |
4 |
| More Than Just Words: Modeling Non-Textual Characteristics of Podcasts |
Longqi Yang, Yu Wang, Drew Dunne, Michael Sobolev, Mor Naaman, Deborah Estrin |
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code |
4 |
| Off-Policy Evaluation of Probabilistic Identity Data in Lookalike Modeling |
Randell Cotta, Mingyang Hu, Dan Jiang, Peizhou Liao |
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code |
4 |
| Bridging Models for Popularity Prediction on Social Media |
Swapnil Mishra |
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code |
4 |
| Linking Epidemic Models and Hawkes Point Processes for Modeling Information Diffusion |
Quyu Kong |
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code |
4 |
| Causal Inference and Counterfactual Reasoning (3hr Tutorial) |
Emre Kiciman, Amit Sharma |
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code |
4 |
| A Sequential Test for Selecting the Better Variant: Online A/B testing, Adaptive Allocation, and Continuous Monitoring |
Nianqiao Ju, Diane Hu, Adam Henderson, Liangjie Hong |
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code |
3 |
| Attitude Detection for One-Round Conversation: Jointly Extracting Target-Polarity Pairs |
Zhaohao Zeng, Ruihua Song, Pingping Lin, Tetsuya Sakai |
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code |
3 |
| FAIRY: A Framework for Understanding Relationships Between Users' Actions and their Social Feeds |
Azin Ghazimatin, Rishiraj Saha Roy, Gerhard Weikum |
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code |
3 |
| TopExNet: Entity-Centric Network Topic Exploration in News Streams |
Andreas Spitz, Satya Almasian, Michael Gertz |
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code |
3 |
| Deep Learning for Matching in Search and Recommendation |
Jun Xu, Xiangnan He, Hang Li |
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code |
2 |
| Asynchronous Training of Word Embeddings for Large Text Corpora |
Avishek Anand, Megha Khosla, Jaspreet Singh, JanHendrik Zab, Zijian Zhang |
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code |
2 |
| Integrating Local Context and Global Cohesiveness for Open Information Extraction |
Qi Zhu, Xiang Ren, Jingbo Shang, Yu Zhang, Ahmed ElKishky, Jiawei Han |
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code |
2 |
| clstk: The Cross-Lingual Summarization Tool-Kit |
Nisarg Jhaveri, Manish Gupta, Vasudeva Varma |
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code |
2 |
| VisCrime: A Crime Visualisation System for Crime Trajectory from Multi-Dimensional Sources |
Ahsan Morshed, PeiWei Tsai, Prem Prakash Jayaraman, Timos Sellis, Dimitrios Georgakopoulos, Sam Burke, Shane Joachim, MingSheng Quah, Stefan Tsvetkov, Jason Liew, Corey Jenkins |
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code |
2 |
| Reinforcement Learning to Rank |
Maarten de Rijke |
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code |
1 |
| WSDM 2019 Tutorial on Health Search (HS2019): A Full-Day from Consumers to Clinicians |
Bevan Koopman, Guido Zuccon |
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code |
1 |
| Interactive Visualization of Urban Areas of Interest: A Parameter-Free and Efficient Footprint Method |
Mingzhao Li, Zhifeng Bao, Farhana Murtaza Choudhury, Timos Sellis |
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code |
1 |
| Visualizing Graph Differences from Social Media Streams |
Minjeong Shin, Dongwoo Kim, Jae Hee Lee, Umanga Bista, Lexing Xie |
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code |
1 |
| Uncovering Hidden Structure in Sequence Data via Threading Recurrent Models |
Manzil Zaheer, Amr Ahmed, Yuan Wang, Daniel Silva, Marc Najork, Yuchen Wu, Shibani Sanan, Surojit Chatterjee |
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code |
1 |
| Listwise vs Pagewise: Towards Better Ranking Strategies for Heterogeneous Search Results |
Junqi Zhang |
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code |
0 |
| Spring-Electrical Models For Link Prediction |
Yana Kashinskaya, Egor Samosvat, Akmal Artikov |
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code |
0 |
| ATAR: Aspect-Based Temporal Analog Retrieval System for Document Archives |
Yating Zhang, Adam Jatowt, Sourav S. Bhowmick, Yuji Matsumoto |
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code |
0 |
| Structured Search in Annotated Document Collections |
Dhruv Gupta, Klaus Berberich |
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code |
0 |
| Lightweight Lexical and Semantic Evidence for Detecting Classes Among Wikipedia Articles |
Marius Pasca, Travis Wolfe |
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code |
0 |
| On the Complexity of Opinions and Online Discussions |
Utkarsh Upadhyay, Abir De, Aasish Pappu, Manuel GomezRodriguez |
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code |
0 |
| Designing the Cogno-Web Observatory: To Characterize the Dynamics of Online Social Cognition |
Raksha Pavagada Subbanarasimha |
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code |
0 |
| How is Attention Allocated?: Data-Driven Studies of Popularity and Engagement in Online Videos |
Siqi Wu |
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code |
0 |
| Alexa Everywhere: AI for Daily Convenience |
Rohit Prasad |
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code |
0 |
| Responsible Data Science |
H. V. Jagadish |
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code |
0 |
| Attending to What Matters |
Jaime Teevan |
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code |
0 |
| Privacy-Preserving WSDM |
Aleksandra Korolova |
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code |
0 |
| Clustered Monotone Transforms for Rating Factorization |
Gaurush Hiranandani, Raghav Somani, Oluwasanmi Koyejo, Sreangsu Acharyya |
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code |
0 |
| Comparative Summarisation of Rich Media Collections |
Umanga Bista |
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code |
0 |
| Conducting Laboratory Experiments Properly with Statistical Tools: An Easy Hands-On Tutorial |
Tetsuya Sakai |
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code |
0 |