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    ACL
    2015
    29views Computational Linguistics» more  ACL 2015»
    Predicting Polarities of Tweets by Composing Word Embeddings with Long Short-Term Memory
    10 years 5 days ago
    Predicting Polarities of Tweets by Composing Word Embeddings with Long Short-Term Memory
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    In this paper, we introduce Long ShortTerm Memory (LSTM) recurrent network for twitter sentiment prediction. With the help of gates and constant error carousels in the memory bloc...
    Xin Wang, Yuanchao Liu, Chengjie Sun, Baoxun Wang,...
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    ACL
    2015
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    Exploring the Planet of the APEs: a Comparative Study of State-of-the-art Methods for MT Automatic Post-Editing
    10 years 5 days ago
    Exploring the Planet of the APEs: a Comparative Study of State-of-the-art Methods for MT Automatic Post-Editing
    Download  aclweb.org
    Downstream processing of machine translation (MT) output promises to be a solution to improve translation quality, especially when the MT system’s internal decoding process is n...
    Rajen Chatterjee, Marion Weller, Matteo Negri, Mar...
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    ACL
    2015
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    Statistical Machine Translation Features with Multitask Tensor Networks
    10 years 5 days ago
    Statistical Machine Translation Features with Multitask Tensor Networks
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    We present a three-pronged approach to improving Statistical Machine Translation (SMT), building on recent success in the application of neural networks to SMT. First, we propose ...
    Hendra Setiawan, Zhongqiang Huang, Jacob Devlin, T...
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    ACL
    2015
    32views Computational Linguistics» more  ACL 2015»
    Open IE as an Intermediate Structure for Semantic Tasks
    10 years 5 days ago
    Open IE as an Intermediate Structure for Semantic Tasks
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    Semantic applications typically extract information from intermediate structures derived from sentences, such as dependency parse or semantic role labeling. In this paper, we stud...
    Gabriel Stanovsky, Ido Dagan, Mausam
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    ACL
    2015
    14views Computational Linguistics» more  ACL 2015»
    Plug Latent Structures and Play Coreference Resolution
    10 years 5 days ago
    Plug Latent Structures and Play Coreference Resolution
    Download  www.aclweb.org
    We present cort, a modular toolkit for devising, implementing, comparing and analyzing approaches to coreference resolution. The toolkit allows for a unified representation of po...
    Sebastian Martschat, Patrick Claus, Michael Strube...
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