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Real-time influence maximization on dynamic social streams
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Distributed Representations of Words and Phrases and their Compositionality
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Efficient Representative Subset Selection over Sliding Windows
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Yanhao Wang
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Coresets for Minimum Enclosing Balls over Sliding Windows
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Yanhao Wang
Yuchen Li
KianâLee Tan
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RNNs can generate bounded hierarchical languages with optimal memory
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End-to-End Reinforcement Learning for Automatic Taxonomy Induction
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Yuning Mao
Xiang Ren
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RRR
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2019
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Azade Nazi
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Unsupervised Recurrent Neural Network Grammars
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2019
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Yoon Kim
Alexander M. Rush
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Chris Dyer
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On the Practical Computational Power of Finite Precision RNNs for Language Recognition
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Poincaré Embeddings for Learning Hierarchical Representations
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Adam: A Method for Stochastic Optimization
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DeepWalk
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K-Regret Queries Using Multiplicative Utility Functions
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Neural Language Modeling by Jointly Learning Syntax and Lexicon
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Chin-Wei Huang
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Impact of Content Features for Automatic Online Abuse Detection
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2018
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Ătienne PapĂ©gnies
Vincent Labatut
Richard Dufour
Georges LinarĂšs
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SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble
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2017
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Jiaming Shen
Zeqiu Wu
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Deep Residual Learning for Image Recognition
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Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks
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Similarity Modeling on Heterogeneous Networks via Automatic Path Discovery
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2019
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Carl Yang
Mengxiong Liu
Frank He
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Jiawei Han
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Influence Maximization: Near-Optimal Time Complexity Meets Practical Efficiency
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Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora
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Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks
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A survey of heterogeneous information network analysis
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LSTM Networks Can Perform Dynamic Counting
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2019
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Mirac SĂŒzgĂŒn
Yonatan Belinkov
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Improving Natural Language Inference with a Pretrained Parser
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Fast exact shortest-path distance queries on large networks by pruned landmark labeling
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From Frequency to Meaning: Vector Space Models of Semantics
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Community detection in networks: A user guide
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Cache-Efficient Fork-Processing Patterns on Large Graphs
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Shengliang Lu
Shixuan Sun
Johns Paul
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Geometry of Compositionality
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Biological network comparison using graphlet degree distribution
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NataĆĄa PrĆŸulj
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Learning string-edit distance
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Submodular Optimization Over Sliding Windows
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Maximizing Social Influence in Nearly Optimal Time
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Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection
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Deep Learning for Detecting Cyberbullying Across Multiple Social Media Platforms
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Scalable k -Means Clustering via Lightweight Coresets
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Gunrock: a high-performance graph processing library on the GPU
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Structured language modeling
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Finding Average Regret Ratio Minimizing Set in Database
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Meta-Graph Based HIN Spectral Embedding: Methods, Analyses, and Insights
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2018
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Carl Yang
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Yu Shi
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Grammar Induction with Neural Language Models: An Unusual Replication
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Samuel Bowman
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Compound Probabilistic Context-Free Grammars for Grammar Induction
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Yoon Kim
Chris Dyer
Alexander M. Rush
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Feature hashing for large scale multitask learning
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Recurrent Neural Network Grammars
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Chris Dyer
Adhiguna Kuncoro
Miguel Ballesteros
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Exploring the relationship between math anxiety and gender through implicit measurement
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Maximum inner-product search using cone trees
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Alexander Gray
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Computing maximal cliques in link streams
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Matthieu Latapy
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