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    ACL
    2015
    17views Computational Linguistics» more  ACL 2015»
    AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes
    10 years 11 days ago
    AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes
    Download  www.aclweb.org
    We present AutoExtend, a system to learn embeddings for synsets and lexemes. It is flexible in that it can take any word embeddings as input and does not need an additional train...
    Sascha Rothe, Hinrich Schütze
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    ACL
    2015
    22views Computational Linguistics» more  ACL 2015»
    Abstractive Multi-Document Summarization via Phrase Selection and Merging
    10 years 11 days ago
    Abstractive Multi-Document Summarization via Phrase Selection and Merging
    Download  www.cs.cmu.edu
    Lidong Bing, Piji Li, Yi Liao, Wai Lam, Weiwei Guo...
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    ACL
    2015
    25views Computational Linguistics» more  ACL 2015»
    Automatic Detection of Sentence Fragments
    10 years 11 days ago
    Automatic Detection of Sentence Fragments
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    We present and evaluate a method for automatically detecting sentence fragments in English texts written by non-native speakers. Our method combines syntactic parse tree patterns ...
    Chak Yan Yeung, John Lee
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    ACL
    2015
    17views Computational Linguistics» more  ACL 2015»
    Dependency length minimisation effects in short spans: a large-scale analysis of adjective placement in complex noun phrases
    10 years 11 days ago
    Dependency length minimisation effects in short spans: a large-scale analysis of adjective placement in complex noun phrases
    Download  www.aclweb.org
    It has been extensively observed that languages minimise the distance between two related words. Dependency length minimisation effects are explained as a means to reduce memory l...
    Kristina Gulordava, Paola Merlo, Benoît Crab...
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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 11 days ago
    Predicting Polarities of Tweets by Composing Word Embeddings with Long Short-Term Memory
    Download  aclweb.org
    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
    23views Computational Linguistics» more  ACL 2015»
    Exploring the Planet of the APEs: a Comparative Study of State-of-the-art Methods for MT Automatic Post-Editing
    10 years 11 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
    22views Computational Linguistics» more  ACL 2015»
    Statistical Machine Translation Features with Multitask Tensor Networks
    10 years 11 days ago
    Statistical Machine Translation Features with Multitask Tensor Networks
    Download  aclweb.org
    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 11 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 11 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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    ACL
    2015
    14views Computational Linguistics» more  ACL 2015»
    JoBimViz: A Web-based Visualization for Graph-based Distributional Semantic Models
    10 years 11 days ago
    JoBimViz: A Web-based Visualization for Graph-based Distributional Semantic Models
    Download  aclweb.org
    This paper introduces a web-based visualization framework for graph-based distributional semantic models. The visualization supports a wide range of data structures, including ter...
    Eugen Ruppert, Manuel Kaufmann, Martin Riedl 0002,...
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