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• Probabilistic Attributed Hashing

  Mingdong Ou, Peng Cui, Jun Wang, Fei Wang, Wenwu Zhu

  2015-02-21

• Multi-Source Domain Adaptation: A Causal View

  Kun Zhang, Mingming Gong, Bernhard Schoelkopf

  2015-02-21

• High-Confidence Off-Policy Evaluation

  Philip Thomas, Georgios Theocharous, Mohammad Ghavamzadeh

  2015-02-21

• UT Austin Villa 2014: RoboCup 3D Simulation League Champion via Overlapping Layered Learning

  Patrick MacAlpine, Mike Depinet, Peter Stone

  2015-02-21

• Optimizing Bag Features for Multiple-Instance Retrieval

  Zhouyu Fu, Feifei Pan, Cheng Deng, Wei Liu

  2015-02-21

• Learning Relational Sum-Product Networks

  Aniruddh Nath, Pedro Domingos

  2015-02-21

• Clustering Longitudinal Clinical Marker Trajectories from Electronic Health Data: Applications to Phenotyping and Endotype Discovery

  Peter Schulam, Fredrick Wigley, Suchi Saria

  2015-02-21

• Gaussian Cardinality Restricted Boltzmann Machines

  Cheng Wan, Xiaoming Jin, Guiguang Ding, Dou Shen

  2015-02-21

• Structural Learning with Amortized Inference

  Kai-Wei Chang, Shyam Upadhyay, Gourab Kundu, Dan Roth

  2015-02-21

• English Light Verb Construction Identification Using Lexical Knowledge

  Wei-Te Chen, Claire Bonial, Martha Palmer

  2015-02-19

• Generating Event Causality Hypotheses through Semantic Relations

  Chikara Hashimoto, Kentaro Torisawa, Julien Kloetzer, Jong-Hoon Oh

  2015-02-19

• Target-Dependent Churn Classification in Microblogs

  Hadi Amiri, Hal Daume III

  2015-02-19

• Gazetteer-Independent Toponym Resolution Using Geographic Word Profiles

  Grant DeLozier, Jason Baldridge, Loretta London

  2015-02-19

• Learning to Recommend Quotes for Writing

  Jiwei Tan, Xiaojun Wan, Jianguo Xiao

  2015-02-19

• Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network

  Xiao Ding, Ting Liu, Junwen Duan, Jian-Yun Nie

  2015-02-19

• A Neural Probabilistic Model for Context Based Citation Recommendation

  Wenyi Huang, Zhaohui Wu, Chen Liang, Prasenjit Mitra, C. Giles

  2015-02-19

• Extracting Adverse Drug Reactions from Social Media

  Andrew Yates, Nazli Goharian, Ophir Frieder

  2015-02-19

• An Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization

  Deyu Zhou, Liangyu Chen, Yulan He

  2015-02-19

• Extracting Verb Expressions Implying Negative Opinions

  Huayi Li, Arjun Mukherjee, Jianfeng Si, Bing Liu

  2015-02-19

• Using Frame Semantics for Knowledge Extraction from Twitter

  Anders Søgaard, Barbara Plank, Hector Alonso

  2015-02-19

• Word Segmentation for Chinese Novels

  Likun Qiu, Yue Zhang

  2015-02-19

• Topical Word Embeddings

  Yang Liu, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun

  2015-02-19

• Chinese Common Noun Phrase Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers

  Chen Chen, Vincent Ng

  2015-02-19

• Towards Knowledge-Driven Annotation

  Yassine Mrabet, Claire Gardent, Muriel Foulonneau, Elena Simperl, Eric Ras

  2015-02-19

• Semantic Lexicon Induction from Twitter with Pattern Relatedness and Flexible Term Length

  Ashequl Qadir, Pablo Mendes, Daniel Gruhl, Neal Lewis

  2015-02-19