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    ACL
    2015
    17views Computational Linguistics» more  ACL 2015»
    Syntax-based Simultaneous Translation through Prediction of Unseen Syntactic Constituents
    10 years 3 months ago
    Syntax-based Simultaneous Translation through Prediction of Unseen Syntactic Constituents
    Download  aclweb.org
    Simultaneous translation is a method to reduce the latency of communication through machine translation (MT) by dividing the input into short segments before performing translatio...
    Yusuke Oda, Graham Neubig, Sakriani Sakti, Tomoki ...
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    ACL
    2015
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    Language Models for Image Captioning: The Quirks and What Works
    10 years 3 months ago
    Language Models for Image Captioning: The Quirks and What Works
    Download  m-mitchell.com
    Two recent approaches have achieved state-of-the-art results in image captioning. The first uses a pipelined process where a set of candidate words is generated by a convolutiona...
    Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, ...
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    ACL
    2015
    17views Computational Linguistics» more  ACL 2015»
    Frame-Semantic Role Labeling with Heterogeneous Annotations
    10 years 3 months ago
    Frame-Semantic Role Labeling with Heterogeneous Annotations
    Download  aclweb.org
    We consider the task of identifying and labeling the semantic arguments of a predicate that evokes a FrameNet frame. This task is challenging because there are only a few thousand...
    Meghana Kshirsagar, Sam Thomson, Nathan Schneider,...
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    128
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Model-based Word Embeddings from Decompositions of Count Matrices
    10 years 3 months ago
    Model-based Word Embeddings from Decompositions of Count Matrices
    Download  www.cs.columbia.edu
    This work develops a new statistical understanding of word embeddings induced from transformed count data. Using the class of hidden Markov models (HMMs) underlying Brown clusteri...
    Karl Stratos, Michael Collins, Daniel Hsu
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    ACL
    2015
    18views Computational Linguistics» more  ACL 2015»
    Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering
    10 years 3 months ago
    Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering
    Download  aclweb.org
    In recent years, there has been an increasing interest in learning a distributed representation of word sense. Traditional context clustering based models usually require careful ...
    Tao Chen, Ruifeng Xu, Yulan He, Xuan Wang
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    138
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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    Extended Topic Model for Word Dependency
    10 years 3 months ago
    Extended Topic Model for Word Dependency
    Download  aclweb.org
    Topic Model such as Latent Dirichlet Allocation(LDA) makes assumption that topic assignment of different words are conditionally independent. In this paper, we propose a new model...
    Tong Wang, Vish Viswanath, Ping Chen
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    133
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    ACL
    2015
    32views Computational Linguistics» more  ACL 2015»
    Summarization of Multi-Document Topic Hierarchies using Submodular Mixtures
    10 years 3 months ago
    Summarization of Multi-Document Topic Hierarchies using Submodular Mixtures
    Download  melodi.ee.washington.edu
    We study the problem of summarizing DAG-structured topic hierarchies over a given set of documents. Example applications include automatically generating Wikipedia disambiguation ...
    Ramakrishna Bairi, Rishabh K. Iyer, Ganesh Ramakri...
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    135
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    ACL
    2015
    41views Computational Linguistics» more  ACL 2015»
    Transition-Based Dependency Parsing with Stack Long Short-Term Memory
    10 years 3 months ago
    Transition-Based Dependency Parsing with Stack Long Short-Term Memory
    Download  www.aclweb.org
    We propose a technique for learning representations of parser states in transitionbased dependency parsers. Our primary innovation is a new control structure for sequence-to-seque...
    Chris Dyer, Miguel Ballesteros, Wang Ling, Austin ...
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    119
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    ACL
    2015
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    Low Resource Dependency Parsing: Cross-lingual Parameter Sharing in a Neural Network Parser
    10 years 3 months ago
    Low Resource Dependency Parsing: Cross-lingual Parameter Sharing in a Neural Network Parser
    Download  www.aclweb.org
    Training a high-accuracy dependency parser requires a large treebank. However, these are costly and time-consuming to build. We propose a learning method that needs less data, bas...
    Long Duong, Trevor Cohn, Steven Bird, Paul Cook
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    134
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    ACL
    2015
    15views Computational Linguistics» more  ACL 2015»
    The Impact of Listener Gaze on Predicting Reference Resolution
    10 years 3 months ago
    The Impact of Listener Gaze on Predicting Reference Resolution
    Download  www.coli.uni-saarland.de
    We investigate the impact of listener’s gaze on predicting reference resolution in situated interactions. We extend an existing model that predicts to which entity in the enviro...
    Nikolina Koleva, Martin Villalba, Maria Staudte, A...
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