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    ACL
    2015
    19views Computational Linguistics» more  ACL 2015»
    Entity Hierarchy Embedding
    10 years 6 days ago
    Entity Hierarchy Embedding
    Download  www.cs.cmu.edu
    Existing distributed representations are limited in utilizing structured knowledge to improve semantic relatedness modeling. We propose a principled framework of embedding entitie...
    Zhiting Hu, Poyao Huang, Yuntian Deng, Yingkai Gao...
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    ACL
    2015
    15views Computational Linguistics» more  ACL 2015»
    Model Adaptation for Personalized Opinion Analysis
    10 years 6 days ago
    Model Adaptation for Personalized Opinion Analysis
    Download  www.cs.virginia.edu
    Humans are idiosyncratic and variable: towards the same topic, they might hold different opinions or express the same opinion in various ways. It is hence important to model opini...
    Mohammad Al Boni, Keira Zhou, Hongning Wang, Matth...
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    ACL
    2015
    14views Computational Linguistics» more  ACL 2015»
    One Tense per Scene: Predicting Tense in Chinese Conversations
    10 years 6 days ago
    One Tense per Scene: Predicting Tense in Chinese Conversations
    Download  nlp.cs.rpi.edu
    We study the problem of predicting tense in Chinese conversations. The unique challenges include: (1) Chinese verbs do not have explicit lexical or grammatical forms to indicate t...
    Tao Ge, Heng Ji, Baobao Chang, Zhifang Sui
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    ACL
    2015
    12views Computational Linguistics» more  ACL 2015»
    A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network
    10 years 6 days ago
    A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network
    Download  www.aclweb.org
    In this work, we address the problem to model all the nodes (words or phrases) in a dependency tree with the dense representations. We propose a recursive convolutional neural net...
    Chenxi Zhu, Xipeng Qiu, Xinchi Chen, Xuanjing Huan...
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    ACL
    2015
    19views Computational Linguistics» more  ACL 2015»
    Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations
    10 years 6 days ago
    Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations
    Download  ofey.me
    Vector space representation of words has been widely used to capture fine-grained linguistic regularities, and proven to be successful in various natural language processing task...
    Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Ch...
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