| Joint Deep Modeling of Users and Items Using Reviews for Recommendation |
Lei Zheng, Vahid Noroozi, Philip S. Yu |
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code |
486 |
| Recurrent Recommender Networks |
ChaoYuan Wu, Amr Ahmed, Alex Beutel, Alexander J. Smola, How Jing |
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code |
316 |
| Motifs in Temporal Networks |
Ashwin Paranjape, Austin R. Benson, Jure Leskovec |
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code |
286 |
| Label Informed Attributed Network Embedding |
Xiao Huang, Jundong Li, Xia Hu |
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code |
249 |
| Unbiased Learning-to-Rank with Biased Feedback |
Thorsten Joachims, Adith Swaminathan, Tobias Schnabel |
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code |
226 |
| Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification |
Ting Chen, Yizhou Sun |
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code |
120 |
| Online Actions with Offline Impact: How Online Social Networks Influence Online and Offline User Behavior |
Tim Althoff, Pranav Jindal, Jure Leskovec |
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code |
94 |
| Embedding of Embedding (EOE): Joint Embedding for Coupled Heterogeneous Networks |
Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu |
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code |
87 |
| DiSMEC: Distributed Sparse Machines for Extreme Multi-label Classification |
Rohit Babbar, Bernhard Schölkopf |
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code |
83 |
| Reducing Controversy by Connecting Opposing Views |
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis |
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code |
82 |
| Real-Time Bidding by Reinforcement Learning in Display Advertising |
Han Cai, Kan Ren, Weinan Zhang, Kleanthis Malialis, Jun Wang, Yong Yu, Defeng Guo |
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code |
80 |
| Neural Survival Recommender |
How Jing, Alexander J. Smola |
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code |
68 |
| Social Collaborative Viewpoint Regression with Explainable Recommendations |
Zhaochun Ren, Shangsong Liang, Piji Li, Shuaiqiang Wang, Maarten de Rijke |
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code |
67 |
| PRED: Periodic Region Detection for Mobility Modeling of Social Media Users |
Quan Yuan, Wei Zhang, Chao Zhang, Xinhe Geng, Gao Cong, Jiawei Han |
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code |
61 |
| Detecting and Characterizing Eating-Disorder Communities on Social Media |
Tao Wang, Markus Brede, Antonella Ianni, Emmanouil Mentzakis |
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code |
60 |
| Predicting Completeness in Knowledge Bases |
Luis Galárraga, Simon Razniewski, Antoine Amarilli, Fabian M. Suchanek |
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code |
50 |
| Beyond the Words: Predicting User Personality from Heterogeneous Information |
Honghao Wei, Fuzheng Zhang, Nicholas Jing Yuan, Chuan Cao, Hao Fu, Xing Xie, Yong Rui, WeiYing Ma |
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code |
48 |
| Document Retrieval Model Through Semantic Linking |
Faezeh Ensan, Ebrahim Bagheri |
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code |
40 |
| Deep Memory Networks for Attitude Identification |
Cheng Li, Xiaoxiao Guo, Qiaozhu Mei |
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code |
40 |
| Neural Text Embeddings for Information Retrieval |
Bhaskar Mitra, Nick Craswell |
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code |
38 |
| Counting Graphlets: Space vs Time |
Marco Bressan, Flavio Chierichetti, Ravi Kumar, Stefano Leucci, Alessandro Panconesi |
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code |
37 |
| Lightweight Multilingual Entity Extraction and Linking |
Aasish Pappu, Roi Blanco, Yashar Mehdad, Amanda Stent, Kapil Thadani |
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code |
34 |
| A Comparison of Document-at-a-Time and Score-at-a-Time Query Evaluation |
Matt Crane, J. Shane Culpepper, Jimmy Lin, Joel M. Mackenzie, Andrew Trotman |
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code |
33 |
| D-Cube: Dense-Block Detection in Terabyte-Scale Tensors |
Kijung Shin, Bryan Hooi, Jisu Kim, Christos Faloutsos |
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code |
33 |
| Constructing and Embedding Abstract Event Causality Networks from Text Snippets |
Sendong Zhao, Quan Wang, Sean Massung, Bing Qin, Ting Liu, Bin Wang, ChengXiang Zhai |
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code |
32 |
| Temporally Factorized Network Modeling for Evolutionary Network Analysis |
Wenchao Yu, Charu C. Aggarwal, Wei Wang |
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code |
32 |
| Learning from User Interactions in Personal Search via Attribute Parameterization |
Michael Bendersky, Xuanhui Wang, Donald Metzler, Marc Najork |
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code |
29 |
| Multilinear Factorization Machines for Multi-Task Multi-View Learning |
ChunTa Lu, Lifang He, Weixiang Shao, Bokai Cao, Philip S. Yu |
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code |
28 |
| Semantic-aware Query Processing for Activity Trajectories |
Huiwen Liu, Jiajie Xu, Kai Zheng, Chengfei Liu, Lan Du, Xian Wu |
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code |
24 |
| Location Influence in Location-based Social Networks |
Muhammad Aamir Saleem, Rohit Kumar, Toon Calders, Xike Xie, Torben Bach Pedersen |
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code |
23 |
| S-HOT: Scalable High-Order Tucker Decomposition |
Jinoh Oh, Kijung Shin, Evangelos E. Papalexakis, Christos Faloutsos, Hwanjo Yu |
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code |
23 |
| Enterprise Employee Training via Project Team Formation |
Jiawei Zhang, Philip S. Yu, Yuanhua Lv |
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code |
19 |
| Reliable Medical Diagnosis from Crowdsourcing: Discover Trustworthy Answers from Non-Experts |
Yaliang Li, Nan Du, Chaochun Liu, Yusheng Xie, Wei Fan, Qi Li, Jing Gao, Huan Sun |
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code |
19 |
| Summarizing Answers in Non-Factoid Community Question-Answering |
Hongya Song, Zhaochun Ren, Shangsong Liang, Piji Li, Jun Ma, Maarten de Rijke |
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code |
19 |
| Predicting Online Purchase Conversion for Retargeting |
Jinyoung Yeo, Sungchul Kim, Eunyee Koh, Seungwon Hwang, Nedim Lipka |
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code |
18 |
| Unsupervised Ranking using Graph Structures and Node Attributes |
ChinChi Hsu, YiAn Lai, WenHao Chen, MingHan Feng, ShouDe Lin |
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code |
18 |
| Trustworthy Analysis of Online A/B Tests: Pitfalls, challenges and solutions |
Alex Deng, Jiannan Lu, Jonthan Litz |
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code |
18 |
| Probabilistic Social Sequential Model for Tour Recommendation |
Vineeth Rakesh, Niranjan Jadhav, Alexander Kotov, Chandan K. Reddy |
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code |
17 |
| RedQueen: An Online Algorithm for Smart Broadcasting in Social Networks |
Ali Zarezade, Utkarsh Upadhyay, Hamid R. Rabiee, Manuel GomezRodriguez |
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code |
17 |
| Leveraging Behavioral Factorization and Prior Knowledge for Community Discovery and Profiling |
Mohammad Akbari, TatSeng Chua |
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code |
16 |
| ANNE: Improving Source Code Search using Entity Retrieval Approach |
Venkatesh Vinayakarao, Anita Sarma, Rahul Purandare, Shuktika Jain, Saumya Jain |
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code |
15 |
| Anticipating Information Needs Based on Check-in Activity |
Jan R. Benetka, Krisztian Balog, Kjetil Nørvåg |
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code |
15 |
| Multi-Column Convolutional Neural Networks with Causality-Attention for Why-Question Answering |
JongHoon Oh, Kentaro Torisawa, Canasai Kruengkrai, Ryu Iida, Julien Kloetzer |
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code |
15 |
| Representation Learning with Pair-wise Constraints for Collaborative Ranking |
Fuzhen Zhuang, Dan Luo, Nicholas Jing Yuan, Xing Xie, Qing He |
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code |
14 |
| Multi-Product Utility Maximization for Economic Recommendation |
Qi Zhao, Yongfeng Zhang, Yi Zhang, Daniel Friedman |
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code |
14 |
| Link Prediction with Cardinality Constraint |
Jiawei Zhang, Jianhui Chen, Junxing Zhu, Yi Chang, Philip S. Yu |
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code |
14 |
| Comparative Document Analysis for Large Text Corpora |
Xiang Ren, Yuanhua Lv, Kuansan Wang, Jiawei Han |
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code |
14 |
| Modeling Event Importance for Ranking Daily News Events |
Vinay Setty, Abhijit Anand, Arunav Mishra, Avishek Anand |
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code |
13 |
| How Smart Does Your Profile Image Look?: Estimating Intelligence from Social Network Profile Images |
Xingjie Wei, David Stillwell |
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code |
13 |
| Evolution of Ego-networks in Social Media with Link Recommendations |
Luca Maria Aiello, Nicola Barbieri |
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code |
12 |
| Learning Parametric Models for Context-Aware Query Auto-Completion via Hawkes Processes |
Liangda Li, Hongbo Deng, Jianhui Chen, Yi Chang |
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code |
11 |
| Groove Radio: A Bayesian Hierarchical Model for Personalized Playlist Generation |
Shay BenElazar, Gal Lavee, Noam Koenigstein, Oren Barkan, Hilik Berezin, Ulrich Paquet, Tal Zaccai |
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code |
11 |
| Online Matrix Completion for Signed Link Prediction |
Jing Wang, Jie Shen, Ping Li, Huan Xu |
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code |
11 |
| Learning Sensitive Combinations of A/B Test Metrics |
Eugene Kharitonov, Alexey Drutsa, Pavel Serdyukov |
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code |
11 |
| Random Semantic Tensor Ensemble for Scalable Knowledge Graph Link Prediction |
Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Falk Brauer |
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code |
10 |
| Synthesis of Forgiving Data Extractors |
Adi Omari, Sharon Shoham, Eran Yahav |
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code |
10 |
| Fun Facts: Automatic Trivia Fact Extraction from Wikipedia |
David Tsurel, Dan Pelleg, Ido Guy, Dafna Shahaf |
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code |
9 |
| Modeling Document Networks with Tree-Averaged Copula Regularization |
Yuan He, Cheng Wang, Changjun Jiang |
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code |
9 |
| Delving Deep into Personal Photo and Video Search |
Lu Jiang, Yannis Kalantidis, Liangliang Cao, Sachin Farfade, Jiliang Tang, Alexander G. Hauptmann |
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code |
8 |
| Investigation of User Search Behavior While Facing Heterogeneous Search Services |
Xin Li, Yiqun Liu, Rongjie Cai, Shaoping Ma |
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code |
8 |
| Uncovering the Dynamics of Crowdlearning and the Value of Knowledge |
Utkarsh Upadhyay, Isabel Valera, Manuel GomezRodriguez |
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code |
8 |
| Click Through Rate Prediction for Local Search Results |
Fidel Cacheda, Nicola Barbieri, Roi Blanco |
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code |
6 |
| Directed Edge Recommender System |
Ios Kotsogiannis, Elena Zheleva, Ashwin Machanavajjhala |
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code |
6 |
| The Influence of Early Respondents: Information Cascade Effects in Online Event Scheduling |
Daniel M. Romero, Katharina Reinecke, Lionel P. Robert Jr. |
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code |
6 |
| Generating Illustrative Snippets for Open Data on the Web |
Gong Cheng, Cheng Jin, Wentao Ding, Danyun Xu, Yuzhong Qu |
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code |
6 |
| Not Enough Data?: Joint Inferring Multiple Diffusion Networks via Network Generation Priors |
Xinran He, Yan Liu |
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code |
6 |
| WSDM Cup 2017: Vandalism Detection and Triple Scoring |
Stefan Heindorf, Martin Potthast, Hannah Bast, Björn Buchhold, Elmar Haussmann |
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code |
6 |
| Concept Embedded Convolutional Semantic Model for Question Retrieval |
Pengwei Wang, Yong Zhang, Lei Ji, Jun Yan, Lianwen Jin |
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code |
5 |
| A Concise Integer Linear Programming Formulation for Implicit Search Result Diversification |
Haitao Yu, Adam Jatowt, Roi Blanco, Hideo Joho, Joemon M. Jose, Long Chen, Fajie Yuan |
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code |
5 |
| Machine Learning at Amazon |
Ralf Herbrich |
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code |
5 |
| iPhone's Digital Marketplace: Characterizing the Big Spenders |
Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello, Eric Bax, Kristina Lerman |
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code |
5 |
| Social Media Anomaly Detection: Challenges and Solutions |
Yan Liu, Sanjay Chawla |
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code |
5 |
| A Cost Model for Long-Term Compressed Data Retention |
Kewen Liao, Alistair Moffat, Matthias Petri, Anthony Wirth |
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code |
4 |
| Statistical Spoken Dialogue Systems and the Challenges for Machine Learning |
Steve J. Young |
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code |
4 |
| Managing Risk of Bidding in Display Advertising |
Haifeng Zhang, Weinan Zhang, Yifei Rong, Kan Ren, Wenxin Li, Jun Wang |
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code |
4 |
| Related Event Discovery |
Cheng Li, Michael Bendersky, Vijay Garg, Sujith Ravi |
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code |
4 |
| German Typographers vs. German Grammar: Decomposition of Wikipedia Category Labels into Attribute-Value Pairs |
Marius Pasca |
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code |
3 |
| Mining Medical Causality for Diagnosis Assistance |
Sendong Zhao |
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code |
3 |
| Does Document Relevance Affect the Searcher's Perception of Time? |
Cheng Luo, Yiqun Liu, Tetsuya Sakai, Ke Zhou, Fan Zhang, Xue Li, Shaoping Ma |
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code |
2 |
| Bartering Books to Beers: A Recommender System for Exchange Platforms |
Jérémie Rappaz, MariaLuiza Vladarean, Julian J. McAuley, Michele Catasta |
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code |
2 |
| Utilizing Knowledge Graphs in Text-centricInformation Retrieval |
Laura Dietz, Alexander Kotov, Edgar Meij |
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code |
2 |
| New Probabilistic Models for Recommender Systems with Rich Contextual and Content Information |
Eliezer de Souza da Silva |
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code |
2 |
| Raising Graphs From Randomness to Reveal Information Networks |
Róbert Pálovics, András A. Benczúr |
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code |
2 |
| Algorithms for Active Classifier Selection: Maximizing Recall with Precision Constraints |
Paul N. Bennett, David Maxwell Chickering, Christopher Meek, Xiaojin Zhu |
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code |
2 |
| Beyond Query Logs: Recommendation and Evaluation |
Matthew Ryan Mitsui |
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code |
1 |
| Partitioning and Segment Organization Strategies for Real-Time Selective Search on Document Streams |
Yulu Wang, Jimmy Lin |
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code |
1 |
| Modeling Air Travel Choice Behavior with Mixed Kernel Density Estimations |
Zhenni Feng, Yanmin Zhu, Jian Cao |
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code |
1 |
| Applying Space Syntax to Online Mapping Tools |
Yandi Li, Nicola Barbieri, Daniele Quercia |
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code |
1 |
| Social Incentive Optimization in Online Social Networks |
Guangde Chen, BeeChung Chen, Deepak Agarwal |
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code |
1 |
| Quantifying and Bursting the Online Filter Bubble |
Kiran Garimella |
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code |
1 |
| Ten Years of Wisdom |
Ricardo BaezaYates |
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code |
1 |
| Primum Non Nocere: Healthcare In The Digital Age |
Anjali Joshi |
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code |
1 |
| Recommender Systems: Research Direction |
Manoj Reddy Dareddy |
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code |
0 |
| Adapting Information Retrieval to User Signals via Stochastic Models |
Maria Maistro |
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code |
0 |
| Neural Models for Full Text Search |
Nick Craswell |
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code |
0 |
| Harnessing the Power of Data Science through Research |
Andrew Blake |
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code |
0 |
| Modeling Source Code to Support Retrieval-Based Applications |
Venkatesh Vinayakarao |
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code |
0 |
| Keeping Apace with Progress in Natural Language Processing |
Claire Cardie |
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code |
0 |
| Mining Actionable Insights from Social Networksat WSDM 2017 |
Faezeh Ensan, Zeinab Noorian, Ebrahim Bagheri |
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code |
0 |
| Scalable Text Analysis |
Zijun Xue |
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code |
0 |
| Modeling Navigation in Information Networks |
Dimitar Dimitrov |
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code |
0 |