About
30. The Web Conference was to be held in Ljubljana, the capital of Slovenia, in the heart of Europe. Due to the current health problems worldwide, we should offer the best possible user experience as a completely virtual conference. We invite you to join us from April 12 to April 23, 2021. In our program you will find first week of exclusive workshops & tutorials (April 12-16, 2021) as well as a full week of The Web Conference main program (April 19-23, 2021) with invited speakers and selected collocated events and special tracks:
– Special track on AI, – Web of Health, – Web4all, – Open Education day and – Future of the Web.
Related categories
Uploaded videos:
Opening
Opening
May 03, 2021
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37 Views
Keynote Talks
AI Grand Challenges: Past, Present and Future
May 03, 2021
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42 Views
Human rights in digital era
May 03, 2021
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28 Views
Diversity, Bias, online social relations and related issues
May 03, 2021
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13 Views
Knowledge Graphs & Natural Language in Finance
May 03, 2021
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42 Views
The Geography of Social Ties
May 03, 2021
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26 Views
Commonsense Intelligence: Cracking the Longstanding Challenge in AI
May 03, 2021
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26 Views
Implications and Explanations in User-Generated Data
May 03, 2021
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20 Views
The web of data: how are we doing so far?
May 03, 2021
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28 Views
Enabling the quantum revolution — pioneering advances to achieve quantum computi...
May 03, 2021
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28 Views
Online Markets
REST: Relational Event-driven Stock Trend Forecasting
Apr 13, 2021
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51 Views
Exploring the Scale-Free Nature of Stock Markets: Hyperbolic Graph Learning for ...
Apr 13, 2021
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31 Views
Detecting and Quantifying Wash Trading on Decentralized Cryptocurrency Exchanges
Apr 13, 2021
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35 Views
Towards Understanding and Demystifying Bitcoin Mixing Services
Apr 13, 2021
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29 Views
Towards Understanding Cryptocurrency Derivatives: A Case Study of BitMEX
Apr 13, 2021
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12 Views
Security
RIGA: Covert and Robust White-Box Watermarking of Deep Neural Networks
Apr 13, 2021
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11 Views
On the Feasibility of Automated Built-in Function Modeling for PHP Symbolic Exec...
Apr 13, 2021
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9 Views
TLS 1.3 in Practice: How TLS 1.3 Contributes to Internet
Apr 13, 2021
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12 Views
Towards Realistic and Reproducible Web Crawl Measurements
Apr 13, 2021
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26 Views
#Twiti: Social Listening for Threat Intelligence
Apr 13, 2021
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17 Views
An Investigation of Identity-Account Inconsistency in Single Sign-On
Apr 13, 2021
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20 Views
Data Poisoning Attacks and Defenses to Crowdsourcing Systems
Apr 13, 2021
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25 Views
A First Look at DeepFake Videos in the Wild: Analysis and Detection
Apr 13, 2021
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16 Views
Columbus: Fast, Reliable Co-residence Detection for Lambdas
Apr 13, 2021
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11 Views
DAPter: Preventing User Data Abuse in Deep Learning Inference Services
Apr 13, 2021
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26 Views
Towards a Lightweight, Hybrid Approach for Detecting DOM XSS Vulnerabilities wit...
Apr 13, 2021
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18 Views
An Empirical Study of Real-World WebAssembly Binaries: Security, Languages, Use ...
Apr 13, 2021
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26 Views
Security of Alerting Authorities in the WWW: Measuring Namespaces, DNSSEC, and W...
Apr 13, 2021
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16 Views
LChecker: Detecting Loose Comparison Bugs in PHP
Apr 13, 2021
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3 Views
SEPAL: Towards a Large-scale Analysis of SEAndroid Policy Customization
Apr 13, 2021
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8 Views
Learn to rank
An Alternative Cross Entropy Loss for Learning-to-Rank
Apr 13, 2021
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39 Views
Diversification-Aware Learning to Rank using Distributed Representation
Apr 13, 2021
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31 Views
Maximizing Marginal Fairness for Dynamic Learning to Rank
Apr 13, 2021
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19 Views
PairRank: Online Pairwise Learning to Rank by Divide-and-Conquer
Apr 13, 2021
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21 Views
Robust Generalization and Safe Query-Specialization in Counterfactual Learning t...
Apr 13, 2021
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7 Views
Digital Health
MIRA:Leveraging Multi-Intention Co-click Information in Web-scale Document Retri...
Apr 13, 2021
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8 Views
Long Short-Term Session Search with Joint Document Reranking and Next Query Pred...
Apr 13, 2021
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33 Views
UNITE: Uncertainty-based Health Risk Prediction Leveraging Multi-sourced Data
Apr 13, 2021
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26 Views
On the Value of Wikipedia as a Gateway to the Web
Apr 13, 2021
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23 Views
Projected Hamming Dissimilarity for Bit-Level Importance Coding in Collaborative...
Apr 13, 2021
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6 Views
Constructing a Comparison-based Click Model for Web Search
Apr 13, 2021
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7 Views
Completing Missing Prevalence Rates for Multiple Chronic Diseases by Jointly Lev...
Apr 13, 2021
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15 Views
Communication Efficient Federated Generalized Tensor Factorization for Collabora...
Apr 13, 2021
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8 Views
Towards Facilitating Empathic Conversations in Online Mental Health Support: A R...
Apr 13, 2021
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22 Views
Search Engines vs. Symptom Checkers: A Comparison of their Effectiveness for Onl...
Apr 13, 2021
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25 Views
Systems and Infrastructure
WiseTrans: Adaptive Transport Protocol Selection for Mobile Web Service
Apr 13, 2021
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4 Views
Surrounded by the Clouds
Apr 13, 2021
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15 Views
BrowseLite: A Private Data Saving Solution for the Web
Apr 13, 2021
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119 Views
Superways: A Datacenter Topology for Incast-Heavy Workloads
Apr 13, 2021
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14 Views
BBR Bufferbloat in DASH Video
Apr 13, 2021
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20 Views
DF-TAR: A Deep Fusion Network for Citywide Traffic Accident Risk Prediction with...
Apr 13, 2021
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10 Views
Dissecting Performance of Production QUIC
Apr 13, 2021
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10 Views
NTAM: Neighborhood-Temporal Attention Model for Disk Failure Prediction in Cloud...
Apr 13, 2021
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12 Views
XY-Sketch: on Sketching Data Streams at Web Scale
Apr 13, 2021
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15 Views
WebSocket Adoption and the Landscape of the Real-Time Web
Apr 13, 2021
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10 Views
Graph Models
Graph Structure Estimation Neural Networks
Apr 13, 2021
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43 Views
Efficient Probabilistic Truss Indexing on Uncertain Graphs
Apr 13, 2021
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13 Views
Random Graphs with Prescribed K-Core Sequences: A New Null Model for Network Ana...
Apr 13, 2021
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11 Views
Motif-driven Dense Subgraph Discovery in Directed and Labeled Networks
Apr 13, 2021
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18 Views
Heterogeneous Graph Neural Network via Attribute Completion
Apr 13, 2021
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63 Views
Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels
Apr 13, 2021
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22 Views
Interpreting and Unifying Graph Neural Networks with An Optimization Framework
Apr 13, 2021
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27 Views
CurGraph: Curriculum Learning for Graph Classification
Apr 13, 2021
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29 Views
Distillation FrameworkExtract the Knowledge of Graph Neural Networks and Go Bey...
Apr 13, 2021
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18 Views
Lorentzian Graph Convolutional Neural Networks
Apr 13, 2021
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27 Views
Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks
Apr 13, 2021
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18 Views
Graph Contrastive Learning with Adaptive Augmentation
Apr 13, 2021
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8 Views
SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mu...
Apr 13, 2021
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25 Views
Strongly Local Hypergraph Diffusions for Clustering and Semi-supervised Learning
Apr 13, 2021
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22 Views
TG-GAN: Continuous-time Temporal Graph Deep Generative Models with Time-Validity...
Apr 13, 2021
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21 Views
Recommendations
Diversified Recommendation Through Similarity-Guided Graph Neural Networks
Apr 13, 2021
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38 Views
Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recomm...
Apr 13, 2021
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8 Views
Reinforcement Recommendation with User \\Multi-aspect Preference
Apr 13, 2021
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18 Views
Variation Control and Evaluation for Generative Slate Recommendations
Apr 13, 2021
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7 Views
Adversarial and Contrastive Variational Autoencoder for Sequential Recommendatio...
Apr 13, 2021
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17 Views
STAN: Spatio-Temporal Attention Network for next Point-of-Interest Recommendatio...
Apr 13, 2021
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19 Views
Session-aware Linear Item-Item Models for Session-based Recommendation
Apr 13, 2021
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18 Views
A Model of Two Tales: Dual Transfer Learning Framework for Improved Long-tail It...
Apr 13, 2021
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17 Views
Leveraging Review Properties for Effective Recommendation
Apr 13, 2021
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6 Views
Learning Fair Representations for Recommendation: A Graph-based Perspective
Apr 13, 2021
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17 Views
RetaGNN: Relational Temporal Attentive Graph Neural Networks for Holistic Sequen...
Apr 13, 2021
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19 Views
Disentangling User Interest and Conformity for Recommendation with Causal Embedd...
Apr 13, 2021
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23 Views
Future-Aware Diverse Trends Framework for Recommendation
Apr 13, 2021
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15 Views
Graph Embedding for Recommendation against Attribute Inference Attacks
Apr 13, 2021
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14 Views
Field-aware Embedding Space Searching in Recommender Systems
Apr 13, 2021
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13 Views
Cost-Effective and Interpretable Job Skill Recommendation with Deep Reinforcemen...
Apr 13, 2021
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17 Views
Personalized Approximate Pareto-Efficient Recommendation
Apr 13, 2021
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25 Views
Learning from User Feedback on Explanations to Improve Recommender Models
Apr 13, 2021
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7 Views
Bidirectional Distillation for Top-K Recommender System
Apr 13, 2021
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33 Views
Towards Content Provider Aware Recommender Systems: A Simulation Study on the In...
Apr 13, 2021
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18 Views
DeepRec: On-device Deep Learning for Privacy-Preserving Sequential Recommendatio...
Apr 13, 2021
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34 Views
Rabbit Holes and Taste Distortion: Distribution-Aware Recommendation with Evolvi...
Apr 13, 2021
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21 Views
A Workflow Analysis of Context-driven Conversational Recommendation
Apr 13, 2021
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11 Views
Learning Intents behind Interactions with Knowledge Graph for Recommendation
Apr 13, 2021
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26 Views
Networks, Access and Content Quality
The Great Awakening: An Exploratory Study of QAnon on Voat
Apr 13, 2021
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24 Views
Chinese Wall or Swiss Cheese? Keyword filtering in the Great Firewall of China
Apr 13, 2021
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13 Views
Understanding the Impact of Encrypted DNS on Internet Censorship
Apr 13, 2021
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16 Views
Improving Cyberbully Detection with User Interaction
Apr 13, 2021
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17 Views
IFSpard: An Information Fusion-based Framework for Spam Review Detection
Apr 13, 2021
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16 Views
Sentiment
Dr.Emotion: Disentangled Representation Learning for Emotion Analysis on Social ...
Apr 13, 2021
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19 Views
Modeling Human Motives and Emotions from Personal Narratives Using External Know...
Apr 13, 2021
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10 Views
Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Source...
Apr 13, 2021
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4 Views
Latent Target-Opinion as Prior for Document-Level Sentiment Classification: A Va...
Apr 13, 2021
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8 Views
Contrastive Lexical Diffusion Coefficient: Quantifying the Stickiness of the Ord...
Apr 13, 2021
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19 Views
User Modeling
High-dimensional Sparse Embeddings for Collaborative Filtering
Apr 13, 2021
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31 Views
Sinkhorn Collaborative Filtering
Apr 13, 2021
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11 Views
HGCF: Hyperbolic Graph Convolution Networks for Collaborative Filtering
Apr 13, 2021
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24 Views
Collaborative Filtering with Preferences Inferred from Brain Signals
Apr 13, 2021
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22 Views
Variable Interval Time Sequence Modeling for Career Trajectory Prediction: Deep ...
Apr 13, 2021
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39 Views
Bias and Fairness
User-oriented Group Fairness In Recommender Systems
Apr 13, 2021
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31 Views
Mitigating Gender Bias in Captioning Systems
Apr 13, 2021
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11 Views
Fair Partitioning of Public Resources: Redrawing District Boundary to Minimize S...
Apr 13, 2021
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17 Views
Understanding User Sensemaking in Machine Learning Fairness Assessment Systems
Apr 13, 2021
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9 Views
Not All Features Are Equal: Discovering Essential Features for Preserving Predic...
Apr 13, 2021
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30 Views
Auditing for Bias in Algorithms Delivering Job Ads
Apr 13, 2021
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29 Views
Debiasing Career Recommendations with Neural Fair Collaborative Filtering
Apr 13, 2021
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12 Views
The Interaction between Political Typology and Filter Bubbles in News Recommenda...
Apr 13, 2021
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21 Views
Dialect Diversity in Text Summarization on Twitter
Apr 13, 2021
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6 Views
Fairness Aware PageRank
Apr 13, 2021
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10 Views
Models for networks and dynamics
Twin Peaks, a Model for Recurring Cascades
Apr 13, 2021
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14 Views
TEDIC: Neural Modeling of Behavioral Patterns in Dynamic Social Interaction Netw...
Apr 13, 2021
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32 Views
Modeling Sparse Information Diffusion at Scale via Lazy Multivariate Hawkes Proc...
Apr 13, 2021
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13 Views
DYMOND: DYnamic MOtif-NoDes Network Generative Model
Apr 13, 2021
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15 Views
Radflow: A Recurrent, Aggregated, and Decomposable Model for Networks of Time Se...
Apr 13, 2021
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22 Views
Web Mining for Search
Towards a Better Understanding of Query Reformulation Behavior in Web Search
Apr 13, 2021
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19 Views
Topic-enhanced knowledge-aware retrieval model for diverse relevance estimation
Apr 13, 2021
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6 Views
Controllable Gradient Item Retrieval
Apr 13, 2021
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7 Views
Graph-based Hierarchical Relevance Matching Signals for Ad-hoc Retrieval
Apr 13, 2021
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17 Views
Cross-Positional Attention for Debiasing Clicks
Apr 13, 2021
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19 Views
Entity Linking and Knowledge Graph Completion
Inductive Entity Representations from Text via Link Prediction
Apr 13, 2021
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7 Views
Revisiting the Evaluation Protocol of Knowledge Graph Completion Methods for Lin...
Apr 13, 2021
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20 Views
Boosting the Speed of Entity Alignment 10×: Dual Attention Matching Network with...
Apr 13, 2021
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9 Views
Progressive, Holistic Geospatial Interlinking
Apr 13, 2021
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14 Views
RETA: A Schema-Aware, End-to-End Solution for Instance Completion in Knowledge G...
Apr 13, 2021
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13 Views
Recommendation
Drug Package Recommendation via Interaction-aware Graph Induction
Apr 13, 2021
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4 Views
A Recommender System for Crowdsourcing Food Rescue Platforms
Apr 13, 2021
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12 Views
Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation
Apr 13, 2021
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19 Views
Interest-aware Message-Passing GCN for Recommendation
Apr 13, 2021
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22 Views
Learning Heterogeneous Temporal Patterns of User Preference for Timely Recommend...
Apr 13, 2021
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9 Views
Task-adaptive Neural Process for User Cold-Start Recommendation
Apr 13, 2021
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16 Views
Federated Learning
Meta-HAR: Federated Representation Learning for Human Activity Recognition
Apr 13, 2021
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19 Views
PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization
Apr 13, 2021
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7 Views
Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale S...
Apr 13, 2021
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5 Views
Incentive Mechanism for Horizontal Federated Learning Based on Reputation and Re...
Apr 13, 2021
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14 Views
Hierarchical Personalized Federated Learning for User Modeling
Apr 13, 2021
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35 Views
Information retrieval
Cross-lingual Language Model Pretraining for Retrieval
Apr 13, 2021
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10 Views
Match Plan Generation in Web Search with Parameterized Action Reinforcement Lear...
Apr 13, 2021
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6 Views
A Linguistic Study on Relevance Modeling in Information Retrieval
Apr 13, 2021
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5 Views
Estimation of Fair Ranking Metrics with Incomplete Judgments
Apr 13, 2021
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12 Views
Pivot-based Candidate Retrieval for Cross-lingual Entity Linking
Apr 13, 2021
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6 Views
Online Conversations
The Structure of Toxic Conversations on Twitter
Apr 13, 2021
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11 Views
Interventions for Softening Can Lead to Hardening of Opinions: Evidence from a R...
Apr 13, 2021
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12 Views
"Short is the Road that Leads from Fear to Hate'': Fear Speech in Indian WhatsAp...
Apr 13, 2021
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17 Views
“Go eat a bat, Chang!”: On the Emergence of Sinophobic Behavior on Web Communiti...
Apr 13, 2021
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28 Views
Conversations Gone Alright: Quantifying and Predicting Prosocial Outcomes in Onl...
Apr 13, 2021
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7 Views
Sampling
Consistent Sampling Through Extremal Process
Apr 13, 2021
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10 Views
Beyond Outlier Detection: Interpreting Outliers by Attention-Guided Triplet Devi...
Apr 13, 2021
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10 Views
Fair and Representative Subset Selection from Data Streams
Apr 13, 2021
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16 Views
CLEAR: Contrastive-Prototype Learning with Drift Estimation for Resource Constra...
Apr 13, 2021
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5 Views
Diversity on the Go! Streaming Determinantal Point Processes under a Maximum Ind...
Apr 13, 2021
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8 Views
Knowledge Graphs
Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge ...
Apr 13, 2021
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17 Views
ColChain: Collaborative Linked Data Networks
Apr 13, 2021
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20 Views
MedPath: Augmenting Health Risk Prediction via Medical Knowledge Paths
Apr 13, 2021
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32 Views
Efficient Computation of Semantically Cohesive Subgraphs for Keyword-Based Knowl...
Apr 13, 2021
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23 Views
WiseKG: Balanced Access to Web Knowledge Graphs
Apr 13, 2021
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21 Views
Mobile and Ubiquitous Computing
A Longitudinal Study of Removed Apps in iOS App Store
Apr 13, 2021
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26 Views
Demystifying Illegal Mobile Gambling Apps
Apr 13, 2021
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75 Views
ReACt: A Resource-centric Access Control System for Web-app Interactions on Andr...
Apr 13, 2021
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8 Views
NeuroPose: 3D Hand Pose Tracking using EMG Wearables
Apr 13, 2021
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15 Views
Whale Watching in Inland Indonesia: Analyzing a Small, Remote, Internet-Based Co...
Apr 13, 2021
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15 Views
DeepVista: 16K Panoramic Cinema on Your Mobile Device
Apr 13, 2021
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8 Views
CollaEdge: A Decentralized Blockchain-based Platform for Cooperative Edge Comput...
Apr 13, 2021
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16 Views
Temporal Analysis of the Entire Ethereum Blockchain Network
Apr 13, 2021
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26 Views
SRVAR: Joint Discrete Hidden State Discovery and Structure Learning from Time Se...
Apr 13, 2021
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14 Views
Equilibrium Inverse Reinforcement Learning for Ride-hailing Vehicle Network
Apr 13, 2021
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8 Views
Stimuli-Sensitive Hawkes Processes for Personalized Student Procrastination Mode...
Apr 13, 2021
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10 Views
Autodidactic Neurosurgeon: Collaborative Deep Inference for Mobile Edge Intellig...
Apr 13, 2021
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10 Views
SDFVAE: Static and Dynamic Factorized VAE for Anomaly Detection of Multivariate ...
Apr 13, 2021
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19 Views
MicroRank: End-to-End Latency Issue Localization with Extended Spectrum Analysis...
Apr 13, 2021
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14 Views
Outlier-Resilient Web Service QoS Prediction
Apr 13, 2021
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21 Views
Time-series Change Point Detection with Self-Supervised Contrastive Predictive C...
Apr 13, 2021
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19 Views
Neural Networks
Learning Neural Point Processes with Latent Graphs
Apr 13, 2021
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13 Views
OCT-GAN: A Neural ODE-based Conditional Tabular GANs
Apr 13, 2021
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3 Views
Neural Collaborative Reasoning
Apr 13, 2021
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11 Views
Deep Co-Attention Network for Multi-View Subspace Learning
Apr 13, 2021
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16 Views
ATJ-Net: Auto-Table-Join Network for Automatic Learning on Relational Databases
Apr 13, 2021
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17 Views
Personalization
A Cooperative Memory Network for Personalized Task-oriented Dialogue Systems wit...
Apr 13, 2021
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16 Views
Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching
Apr 13, 2021
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29 Views
Personalized Treatment Selection using Causal Heterogeneity
Apr 13, 2021
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19 Views
Slot Self-Attentive Dialogue State Tracking
Apr 13, 2021
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15 Views
Situation and Behavior Understanding by Trope Detection on Films
Apr 13, 2021
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9 Views
A Novel Macro-Micro Fusion Network for User Representation Learning on Mobile Ap...
Apr 13, 2021
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20 Views
Where Next? A Dynamic Model of User Preferences
Apr 13, 2021
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29 Views
Density-Ratio Based Personalised Ranking from Implicit Feedback
Apr 13, 2021
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3 Views
Itinerary-aware Personalized Deep Matching at Fliggy
Apr 13, 2021
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4 Views
Network embeddings
Dynamic Embeddings for Interaction Prediction
Apr 13, 2021
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18 Views
Knowledge Embedding Based Graph Convolutional Network
Apr 13, 2021
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24 Views
Motif-Preserving Dynamic Attributed Network Embedding
Apr 13, 2021
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9 Views
Highly Liquid Temporal Interaction Graph Embeddings
Apr 13, 2021
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27 Views
Multiplex Bipartite Network Embedding using Dual Hypergraph Convolutional Networ...
Apr 13, 2021
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26 Views
Information Extraction
Semi-Open Information Extraction
Apr 13, 2021
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13 Views
RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Netwo...
Apr 13, 2021
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16 Views
GNEM: A Generic One-to-Set Neural Entity Matching Framework
Apr 13, 2021
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14 Views
Effective Named Entity Recognition with Boundary-aware Bidirectional Neural Netw...
Apr 13, 2021
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18 Views
A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction
Apr 13, 2021
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35 Views
Knowledge Graph Embeddings
MulDE: Multi-teacher Knowledge Distillation for Low-dimensional Knowledge Graph ...
Apr 13, 2021
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7 Views
Efficient Knowledge Graph Embedding without Negative Sampling
Apr 13, 2021
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11 Views
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph C...
Apr 13, 2021
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8 Views
An Adversarial Transfer Network for Knowledge Representation Learning
Apr 13, 2021
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12 Views
Mixed-Curvature Multi-relational Graph Neural Network for Knowledge Graph Comple...
Apr 13, 2021
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8 Views
Relevance, Ranking and Recommendations
Elo-MMR: A Rating System for Massive Multiplayer Competitions
Apr 13, 2021
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13 Views
DCN V2: Improved Deep & Cross Network and Practical Lessons for Web-scale Learni...
Apr 13, 2021
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32 Views
A Scalable, Adaptive and Sound Nonconvex Regularizer for Low-rank Matrix Complet...
Apr 13, 2021
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8 Views
A Generative Adversarial Click Model for Information Retrieval
Apr 13, 2021
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26 Views
CrowdGP: a Gaussian Process Model for Inferencing Relevance from Crowd Annotatio...
Apr 13, 2021
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21 Views
Urban Computing
Fine-grained Urban Flow Prediction
Apr 13, 2021
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9 Views
AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph
Apr 13, 2021
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14 Views
A Multi-Agent Reinforcement Learning Framework for Intelligent Electric Vehicle ...
Apr 13, 2021
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43 Views
STUaNet: Understanding uncertainty in spatiotemporal collective human mobility
Apr 13, 2021
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17 Views
DeepFEC: Energy Consumption Prediction under Real-World Driving Conditions for ...
Apr 13, 2021
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11 Views
Crowdsourcing
SEPAR: Towards Regulating Future of Work Multi-Platform Crowdworking Environment...
Apr 13, 2021
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22 Views
Online Label Aggregation: A Variational Bayesian Approach
Apr 13, 2021
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16 Views
Peer Grading the Peer Reviews: A Dual-Role Approach for Lightening Scholarly Pap...
Apr 13, 2021
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21 Views
Multi-Session Diversity to Improve User Satisfaction in Web Applications
Apr 13, 2021
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13 Views
What do You Mean? Interpreting Image Classification with Crowdsourced Concept Ex...
Apr 13, 2021
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13 Views
Question Answering Systems
FINN: Feedback Interactive Neural Network for Intent Recommendation
Apr 13, 2021
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16 Views
Weakly-Supervised Question Answering with Effective Rank and Weighted Loss over ...
Apr 13, 2021
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10 Views
Controlling the Risk of Conversational Search via Reinforcement Learning
Apr 13, 2021
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13 Views
Joint Spatio-Textual Reasoning for Answering Tourism Questions
Apr 13, 2021
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23 Views
Adapting to Context-Aware Knowledge in Natural Conversation for Multi-Turn Respo...
Apr 13, 2021
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9 Views
Multi-domain Dialogue State Tracking with Recursive Inference
Apr 13, 2021
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15 Views
Automatic Intent-Slot Induction for Dialogue Systems
Apr 13, 2021
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12 Views
Multilingual COVID-QA: Learning towards Global Information Sharing via Web Quest...
Apr 13, 2021
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13 Views
Compositional Question Answering via Hierarchical Graph Neural Networks
Apr 13, 2021
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15 Views
Cross-domain Knowledge Distillation for Retrieval-based Question Answering Syste...
Apr 13, 2021
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10 Views
Politics on the Web
Understanding the complexity of detecting political ads
Apr 13, 2021
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11 Views
Enriched Models for Legislative Edit Prediction
Apr 13, 2021
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26 Views
Assessing the Effects of Friend-to-Friend Texting on Turnout in the 2018 US Midt...
Apr 13, 2021
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9 Views
Fast Evaluation for Relevant Quantities of Opinion Dynamics
Apr 13, 2021
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7 Views
Random Walks with Erasure: Diversifying Personalized Recommendations on Social ...
Apr 13, 2021
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11 Views
Privacy
Cookie Swap Party: Abusing First-Party Cookies for Web Tracking
Apr 13, 2021
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5 Views
User tracking in the post-cookie era: How websites bypass GDPR consent to track ...
Apr 13, 2021
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18 Views
It’s Not Just the Site, it’s the Contents: Intra-domain Fingerprinting Social Me...
Apr 13, 2021
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18 Views
Have You been Properly Notified? Automatic Compliance Analysis of Privacy Policy...
Apr 13, 2021
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11 Views
Privacy Policies over Time: Curation and Analysis of a Million-Document Dataset
Apr 13, 2021
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8 Views
Online Advertising
Unifying Offline Causal Inference and Online Bandit Learning for Data Driven Dec...
Apr 13, 2021
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11 Views
Automated Creative Optimization for E-Commerce Advertising
Apr 13, 2021
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22 Views
GuideBoot: Guided Bootstrap for Deep Contextual Bandits in Online Advertising
Apr 13, 2021
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12 Views
A Hybrid Bandit Model with Visual Priors for Creative Ranking in Display Adverti...
Apr 13, 2021
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2 Views
Local Clustering in Contextual Multi-Armed Bandits
Apr 13, 2021
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10 Views
Web Mining Applications
Learning from Graph Propagation via Ordinal Distillation for One-Shot Automated ...
Apr 13, 2021
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43 Views
Wiki2Prop: A Multi-Modal Approach for Predicting Wikidata Properties from Wikipe...
Apr 13, 2021
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22 Views
FANCY: Human-centered, Deep Learning-based Framework for Fashion Style Analysis
Apr 13, 2021
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6 Views
PARIMA: Viewport Adaptive 360-Degree Video Streaming
Apr 13, 2021
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32 Views
Controllable and Diverse Text Generation in E-commerce
Apr 13, 2021
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25 Views
Special networks and dynamics
Nonlinear Higher-Order Label Spreading
Apr 13, 2021
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17 Views
HDMI: High-order Deep Multiplex Infomax
Apr 13, 2021
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11 Views
Network of Tensor Time Series
Apr 13, 2021
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4 Views
Improving Graph Neural Networks with Structural Adaptive Receptive Fields
Apr 13, 2021
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19 Views
Few-shot Network Anomaly Detection via Cross-network Meta-learning
Apr 13, 2021
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11 Views
Applications
Learning Dynamic User Behavior Based on Error-driven Event Representation
Apr 13, 2021
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14 Views
Using Prior Knowledge to Guide BERT's Attention in Semantic Textual Matching Tas...
Apr 13, 2021
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5 Views
Wait, Let’s Think about Your Purchase Again: A Study on Interventions for Suppor...
Apr 13, 2021
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12 Views
Online Mobile App Usage as an Indicator of Sleep Behavior and Job Performance
Apr 13, 2021
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18 Views
Quiz-Style Question Generation for News Stories
Apr 13, 2021
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17 Views
Discovery, prediction and recommendation
Large-scale Comb-K Recommendation
Apr 13, 2021
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11 Views
Dual Side Deep Context-aware Modulation for Social Recommendation
Apr 13, 2021
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4 Views
Graph Neural Networks for Friend Ranking in Large-scale Social Platforms
Apr 13, 2021
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9 Views
Pathfinder Discovery Networks for Neural Message Passing
Apr 13, 2021
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17 Views
Few-Shot Molecular Property Prediction
Apr 13, 2021
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20 Views
Ontologies and Knowledge Extraction
Computing Views of OWL Ontologies for the Semantic Web: A Forgetting-Based Appro...
Apr 13, 2021
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13 Views
Advanced Semantics for Commonsense Knowledge Extraction
Apr 13, 2021
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18 Views
DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge
Apr 13, 2021
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8 Views
Role-Aware Modeling for N-ary Relational Knowledge Bases
Apr 13, 2021
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14 Views
Biomedical Vocabulary Alignment at Scale in the UMLS Metathesaurus
Apr 13, 2021
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4 Views
User Experience
From personal data to digital legacy: Exploring conflicts in the sharing, securi...
Apr 13, 2021
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20 Views
ConceptGuide: Supporting Online Video Learning with Concept Map-based Recommenda...
Apr 13, 2021
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4 Views
An Experimental Study to Understand User Experience and Perception Bias Occurred...
Apr 13, 2021
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25 Views
Touchscreen Exploration of Visual Artwork for Blind People
Apr 13, 2021
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15 Views
Generating Accurate Caption Units For Figure Captioning
Apr 13, 2021
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33 Views
Online Advertising and Pricing
Stochastic bandits for multi-platform budget optimization in online advertising
Apr 13, 2021
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15 Views
Incrementality Testing in Programmatic Advertising: Enhanced Precision with Doub...
Apr 13, 2021
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10 Views
FM^2: Field-matrixed Factorization Machines for CTR Prediction
Apr 13, 2021
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8 Views
Integrating Floor Plans into Hedonic Models for Rent Price Appraisal
Apr 13, 2021
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13 Views
Improving Text Encoder via Graph Neural Network in Sponsored Search
Apr 13, 2021
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3 Views
Search
Leveraging User Behavior History for Personalized Email Search
Apr 13, 2021
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13 Views
Partial-Softmax Loss based Deep Hashing
Apr 13, 2021
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17 Views
Unsupervised Multi-Index Semantic Hashing
Apr 13, 2021
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9 Views
Learning a Product Relevance Model from Click-Through Data in e-Commerce
Apr 13, 2021
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24 Views
High-Dimensional Sparse Cross-Modal Hashing with Fine-Grained Similarity Embeddi...
Apr 13, 2021
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10 Views
Link prediction
Hashing-Accelerated Graph Neural Networks for Link Prediction
Apr 13, 2021
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18 Views
Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction P...
Apr 13, 2021
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16 Views
Multi-level Hyperedge Distillation for Social Linking Prediction on Sparsely Obs...
Apr 13, 2021
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26 Views
Self-Supervised Learning of Contextual Embeddings for Link Prediction in Heterog...
Apr 13, 2021
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20 Views
Community Value Prediction in Social E-commerce
Apr 13, 2021
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5 Views
Topic Modeling
Verdi: Quality Estimation and Error Detection for Bilingual Corpora
Apr 13, 2021
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6 Views
Crosslingual Topic Modeling with WikiPDA
Apr 13, 2021
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6 Views
Keyword-aware Abstractive Summarization by Extracting Set-level Intermediate Sum...
Apr 13, 2021
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8 Views
Graph Topic Neural Network for Document Representation
Apr 13, 2021
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19 Views
Insightful Dimensionality Reduction with Very Low Rank Variable Subsets
Apr 13, 2021
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6 Views
Graph neural networks
REST: Reciprocal Framework for Spatiotemporal coupled predictions
Apr 13, 2021
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14 Views
Predicting Customer Value with Social Relationships via Motif-based Graph Attent...
Apr 13, 2021
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13 Views
HINTS: Citation Time Series Prediction for New Publications viaDynamic Heterogen...
Apr 13, 2021
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14 Views
Pick and Choose: A GNN-based Imbalanced Learning Approach for Fraud Detection
Apr 13, 2021
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15 Views
Rumor Detection with Field of Linear and Non-Linear Propagation
Apr 13, 2021
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28 Views
Text Classification and Clustering
MATCH: Metadata-Aware Text Classification in A Large Hierarchy
Apr 13, 2021
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25 Views
Minimally-Supervised Structure-Rich Text Categorization via Learning on Text-Ric...
Apr 13, 2021
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32 Views
Scalable Auto-weighted Discrete Multi-view Clustering
Apr 13, 2021
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27 Views
Linguistically-Enriched and Context-Aware Zero-shot Slot filling
Apr 13, 2021
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13 Views
Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Struc...
Apr 13, 2021
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9 Views
Knowledge Graph Validation
Typing Errors in Factual Knowledge Graphs: Severity and Possible Ways Out
Apr 13, 2021
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22 Views
Few-Shot Knowledge Validation using Rules
Apr 13, 2021
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4 Views
OntoZSL: Ontology-enhanced Zero-shot Learning
Apr 13, 2021
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8 Views
Trav-SHACL: Efficiently Validating Networks of SHACL Constraints
Apr 13, 2021
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14 Views
Online Disease Self-diagnosis with Inductive Heterogeneous Graph Convolutional N...
Apr 13, 2021
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9 Views
Decomposition and detection of anomalies and motifs
Causal Network Motifs: Identifying Heterogeneous Spillover Effects in A/B Tests
Apr 13, 2021
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11 Views
MSTREAM: Fast Anomaly Detection in Multi-Aspect Streams
Apr 13, 2021
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7 Views
Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs
Apr 13, 2021
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25 Views
How Do Hyperedges Overlap in Real-World Hypergraphs? - Patterns, Measures, and G...
Apr 13, 2021
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4 Views
STruD: Truss Decomposition of Simplicial Complexes
Apr 13, 2021
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5 Views
Facts and Misinformation
Constructing Explainable Opinion Graphs from Reviews
Apr 13, 2021
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21 Views
The Surprising Performance of Simple Baselines for Misinformation Detection
Apr 13, 2021
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17 Views
MQuadE: a Unified Model for Knowledge Fact Embedding
Apr 13, 2021
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6 Views
Target-adaptive Graph for Cross-target Stance Detection
Apr 13, 2021
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19 Views
Mining Dual Emotion for Fake News Detection
Apr 13, 2021
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6 Views
Question Answering and Text Processing
Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledg...
Apr 13, 2021
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18 Views
Improving Neural Question Generation using Deep Linguistic Representation
Apr 13, 2021
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20 Views
Diverse and Specific Clarification Question Generation with Keywords
Apr 13, 2021
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8 Views
Knowledge-Aware Procedural Text Understanding with Multi-Stage Training
Apr 13, 2021
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12 Views
Multi-level Connection Enhanced Representation Learning for Script Event Predict...
Apr 13, 2021
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25 Views
Learning
Unsupervised Lifelong Learning with Curricula
Apr 13, 2021
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10 Views
Taxonomy-aware Learning for Few-shot Event Detection
Apr 13, 2021
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9 Views
DistCare: Distilling Knowledge from Publicly Available Online EMR Data to Emergi...
Apr 13, 2021
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27 Views
AID: Active Distillation Machine to Leverage Pre-Trained Black-Box Models in Pri...
Apr 13, 2021
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17 Views
User Simulation via Supervised Generative Adversarial Network
Apr 13, 2021
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24 Views
Adversarial Cloaking and Attacks
Adversarial Item Promotion: Vulnerabilities at the Core of Top-N Recommenders th...
Apr 13, 2021
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6 Views
Robust Android Malware Detection Against Adversarial Example Attacks
Apr 13, 2021
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18 Views
Where are you taking me? Understanding Abusive Traffic Distribution Systems
Apr 13, 2021
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27 Views
One Detector to Rule Them All: Towards a General Deepfake Attack Detection Frame...
Apr 13, 2021
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13 Views
A Targeted Attack on Black-Box Neural Machine Translation with Parallel Data Poi...
Apr 13, 2021
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5 Views
Graph algorithms
On the Equivalence of Decoupled Graph Convolution Network and Label Propagation
Apr 13, 2021
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14 Views
Mixup for Node and Graph Classification
Apr 13, 2021
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35 Views
Effective and Scalable Clustering on Massive Attributed Graphs
Apr 13, 2021
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21 Views
Mask-GVAE: Blind De-noising Graphs via Partition
Apr 13, 2021
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4 Views
Bridging the Gap between von Neumann Graph Entropy and Structural Information: T...
Apr 13, 2021
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21 Views
Text Classification
Unbiased Loss Functions for Extreme Scale Classification With Missing Labels
Apr 13, 2021
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27 Views
ECLARE: Extreme Classification with Label Graph Correlations
Apr 13, 2021
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18 Views
GalaXC: Graph neurAI networks with Labelwise Attention for eXtreme Classificatio...
Apr 13, 2021
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30 Views
Generalizing Discriminative Retrieval Models using Generative Tasks
Apr 13, 2021
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7 Views
FedPS: A Privacy Protection Enhanced Personalized Search Framework
Apr 13, 2021
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8 Views
Network Algorithms
Robust Network Alignment via Attack Signal Scaling and Adversarial Perturbation ...
Apr 13, 2021
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16 Views
ATTENT: Active Attributed Network Alignment
Apr 13, 2021
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7 Views
BRIGHT: A Bridging Algorithm for Network Alignment
Apr 13, 2021
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28 Views
Sketch-Based Algorithms for Approximate Shortest Paths in Road Networks
Apr 13, 2021
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13 Views
Efficient Reductions and A Fast Algorithm of Maximum Weighted Independent Set
Apr 13, 2021
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19 Views
Auctions and Incentives
Auction Design for ROI-Constrained Buyers
Apr 13, 2021
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3 Views
Bid Prediction in Repeated Auctions with Learning
Apr 13, 2021
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19 Views
Towards Efficient Auctions for Auto-bidders
Apr 13, 2021
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9 Views
Information Elicitation from Rowdy Crowds
Apr 13, 2021
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5 Views
Evaluating the Rationales of Retail Investors
Apr 13, 2021
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7 Views
Knowledge Extraction
Information Extraction From Co-Occurring Similar Entities
Apr 13, 2021
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3 Views
Unsupervised Semantic Association Learning with Latent Label Inference
Apr 13, 2021
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9 Views
TCN: Table Convolutional Network for Web Table Interpretation
Apr 13, 2021
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16 Views
Extracting Contextualized Quantity Facts from Web Tables
Apr 13, 2021
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9 Views
Searching to Sparsify Tensor Decomposition for N-ary relational data
Apr 13, 2021
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7 Views
Outbrain Zemanta
Methods for effective Online Testing in Real-Time Bidding
May 26, 2021
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47 Views
Recommender systems with TensorFlow
May 27, 2021
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99 Views
PhD Symposium
How To See Smells
Apr 28, 2021
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38 Views
Counterfactual-Augmented Data for Multi-Hop Knowledge Base Question Answering
Apr 28, 2021
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21 Views
Modeling text data over time - example on job postings
Apr 28, 2021
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20 Views
Explainable Demand Forecasting: a data mining goldmine
Apr 28, 2021
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21 Views
Marketing Communications and the Semantic Web
Apr 28, 2021
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11 Views
Three hours of PreConference event with exceptional keynote speakers
Mobility Networks for Modeling COVID-19
Apr 28, 2021
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32 Views
Challenges in machine Learning
Apr 28, 2021
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19 Views
Towards Knowledge Equity
Apr 28, 2021
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57 Views
Global Media Monitoring
Apr 28, 2021
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20 Views
AI for Emotion-Semantic Trending and People Emotion Detection During COVID-19 So...
Apr 28, 2021
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19 Views