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    AAAI
    2015
    16views Intelligent Agents» more  AAAI 2015»
    Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning
    8 years 1 months ago
    Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning
    Download  www.cs.utexas.edu
    Combinatory Categorial Grammar (CCG) is a lexicalized grammar formalism in which words are associated with categories that, in combination with a small universal set of rules, spe...
    Dan Garrette, Chris Dyer, Jason Baldridge, Noah A....
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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    Solving and Explaining Analogy Questions Using Semantic Networks
    8 years 1 months ago
    Solving and Explaining Analogy Questions Using Semantic Networks
    Download  users.wpi.edu
    Analogies are a fundamental human reasoning pattern that relies on relational similarity. Understanding how analogies are formed facilitates the transfer of knowledge between cont...
    Adrian Boteanu, Sonia Chernova
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    AAAI
    2015
    24views Intelligent Agents» more  AAAI 2015»
    Pearl's Causality in a Logical Setting
    8 years 1 months ago
    Pearl's Causality in a Logical Setting
    Download  www.cs.utexas.edu
    We provide a logical representation of Pearl’s structural causal models in the framework of the causal calculus of McCain and Turner (1997) and its first-order generalization b...
    Alexander Bochman, Vladimir Lifschitz
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    AAAI
    2015
    37views Intelligent Agents» more  AAAI 2015»
    Cognitive Social Learners: An Architecture for Modeling Normative Behavior
    8 years 1 months ago
    Cognitive Social Learners: An Architecture for Modeling Normative Behavior
    Download  ial.eecs.ucf.edu
    In many cases, creating long-term solutions to sustainability issues requires not only innovative technology, but also largescale public adoption of the proposed solutions. Social...
    Rahmatollah Beheshti, Awrad Mohammed Ali, Gita Ree...
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    AAAI
    2015
    14views Intelligent Agents» more  AAAI 2015»
    Sampling Representative Users from Large Social Networks
    8 years 1 months ago
    Sampling Representative Users from Large Social Networks
    Download  keg.cs.tsinghua.edu.cn
    Jie Tang, Chenhui Zhang, Keke Cai, Li Zhang, Zhong...
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Marginalized Denoising for Link Prediction and Multi-Label Learning
    8 years 1 months ago
    Marginalized Denoising for Link Prediction and Multi-Label Learning
    Download  www.cs.cornell.edu
    Link prediction and multi-label learning on graphs are two important but challenging machine learning problems that have broad applications in diverse fields. Not only are the tw...
    Zheng Chen, Minmin Chen, Kilian Q. Weinberger, Wei...
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    AAAI
    2015
    18views Intelligent Agents» more  AAAI 2015»
    Cross-Modal Similarity Learning via Pairs, Preferences, and Active Supervision
    8 years 1 months ago
    Cross-Modal Similarity Learning via Pairs, Preferences, and Active Supervision
    Download  people.duke.edu
    We present a probabilistic framework for learning pairwise similarities between objects belonging to different modalities, such as drugs and proteins, or text and images. Our fram...
    Yi Zhen, Piyush Rai, Hongyuan Zha, Lawrence Carin
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    AAAI
    2015
    20views Intelligent Agents» more  AAAI 2015»
    VELDA: Relating an Image Tweet's Text and Images
    8 years 1 months ago
    VELDA: Relating an Image Tweet's Text and Images
    Download  www.comp.nus.edu.sg
    Image tweets are becoming a prevalent form of social media, but little is known about their content – textual and visual – and the relationship between the two mediums. Our an...
    Tao Chen, Hany M. SalahEldeen, Xiangnan He, Min-Ye...
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    AAAI
    2015
    15views Intelligent Agents» more  AAAI 2015»
    Incentives for Subjective Evaluations with Private Beliefs
    8 years 1 months ago
    Incentives for Subjective Evaluations with Private Beliefs
    Download  infoscience.epfl.ch
    The modern web critically depends on aggregation of information from self-interested agents, for example opinion polls, product ratings, or crowdsourcing. We consider a setting wh...
    Goran Radanovic, Boi Faltings
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    AAAI
    2015
    39views Intelligent Agents» more  AAAI 2015»
    Are Features Equally Representative? A Feature-Centric Recommendation
    8 years 1 months ago
    Are Features Equally Representative? A Feature-Centric Recommendation
    Download  www.cs.sfu.ca
    Typically a user prefers an item (e.g., a movie) because she likes certain features of the item (e.g., director, genre, producer). This observation motivates us to consider a feat...
    Chenyi Zhang, Ke Wang, Ee-Peng Lim, Qinneng Xu, Ji...
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