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    AAAI
    2015
    26views Intelligent Agents» more  AAAI 2015»
    Dealing with Trouble: A Data-Driven Model of a Repair Type for a Conversational Agent
    8 years 8 months ago
    Dealing with Trouble: A Data-Driven Model of a Repair Type for a Conversational Agent
    Download  orbilu.uni.lu
    Troubles in hearing, comprehension or speech production are common in human conversations, especially if participants of the conversation communicate in a foreign language that th...
    Sviatlana Höhn
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    AAAI
    2015
    18views Intelligent Agents» more  AAAI 2015»
    Optimizing Bag Features for Multiple-Instance Retrieval
    8 years 8 months ago
    Optimizing Bag Features for Multiple-Instance Retrieval
    Download  www.ee.columbia.edu
    Multiple-Instance (MI) learning is an important supervised learning technique which deals with collections of instances called bags. While existing research in MI learning mainly ...
    Zhouyu Fu, Feifei Pan, Cheng Deng, Wei Liu
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    AAAI
    2015
    14views Intelligent Agents» more  AAAI 2015»
    Towards User-Adaptive Information Visualization
    8 years 8 months ago
    Towards User-Adaptive Information Visualization
    Download  www.cs.ubc.ca
    This paper summarizes an ongoing multi-year project aiming to uncover knowledge and techniques for devising intelligent environments for user-adaptive visualizations. We ran three...
    Cristina Conati, Giuseppe Carenini, Dereck Toker, ...
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Self-Paced Learning for Matrix Factorization
    8 years 8 months ago
    Self-Paced Learning for Matrix Factorization
    Download  www.cs.cmu.edu
    Matrix factorization (MF) has been attracting much attention due to its wide applications. However, since MF models are generally non-convex, most of the existing methods are easi...
    Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu...
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    AAAI
    2015
    16views Intelligent Agents» more  AAAI 2015»
    Goal Recognition Design for Non-Optimal Agents
    8 years 8 months ago
    Goal Recognition Design for Non-Optimal Agents
    Download  tx.technion.ac.il
    Goal recognition design involves the offline analysis of goal recognition models by formulating measures that assess the ability to perform goal recognition within a model and ï¬...
    Sarah Keren, Avigdor Gal, Erez Karpas
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    AAAI
    2015
    19views Intelligent Agents» more  AAAI 2015»
    Learning Entity and Relation Embeddings for Knowledge Graph Completion
    8 years 8 months ago
    Learning Entity and Relation Embeddings for Knowledge Graph Completion
    Download  nlp.csai.tsinghua.edu.cn
    Knowledge graph completion aims to perform link prediction between entities. In this paper, we consider the approach of knowledge graph embeddings. Recently, models such as TransE...
    Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, Xu...
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    AAAI
    2015
    28views Intelligent Agents» more  AAAI 2015»
    Integrating Image Clustering and Codebook Learning
    8 years 8 months ago
    Integrating Image Clustering and Codebook Learning
    Download  www.cs.cmu.edu
    Image clustering and visual codebook learning are two fundamental problems in computer vision and they are tightly related. On one hand, a good codebook can generate effective fea...
    Pengtao Xie, Eric P. Xing
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    AAAI
    2015
    26views Intelligent Agents» more  AAAI 2015»
    Semantic Lexicon Induction from Twitter with Pattern Relatedness and Flexible Term Length
    8 years 8 months ago
    Semantic Lexicon Induction from Twitter with Pattern Relatedness and Flexible Term Length
    Download  www.cs.utah.edu
    With the rise of social media, learning from informal text has become increasingly important. We present a novel semantic lexicon induction approach that is able to learn new voca...
    Ashequl Qadir, Pablo N. Mendes, Daniel Gruhl, Neal...
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    AAAI
    2015
    18views Intelligent Agents» more  AAAI 2015»
    Refer-to-as Relations as Semantic Knowledge
    8 years 8 months ago
    Refer-to-as Relations as Semantic Knowledge
    Download  homes.cs.washington.edu
    We study Refer-to-as relations as a new type of semantic knowledge. Compared to the much studied Is-a relation, which concerns factual taxonomic knowledge, Refer-to-as relations a...
    Song Feng, Sujith Ravi, Ravi Kumar, Polina Kuznets...
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    AAAI
    2015
    29views Intelligent Agents» more  AAAI 2015»
    Mining User Interests from Personal Photos
    8 years 8 months ago
    Mining User Interests from Personal Photos
    Download  www.cs.cmu.edu
    Personal photos are enjoying explosive growth with the popularity of photo-taking devices and social media. The vast amount of online photos largely exhibit users’ interests, em...
    Pengtao Xie, Yulong Pei, Yuan Xie, Eric P. Xing
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