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    ACL
    2015
    26views Computational Linguistics» more  ACL 2015»
    Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
    8 years 7 months ago
    Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
    Download  nlp.stanford.edu
    Because of their superior ability to preserve sequence information over time, Long Short-Term Memory (LSTM) networks, a type of recurrent neural network with a more complex comput...
    Kai Sheng Tai, Richard Socher, Christopher D. Mann...
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    ACL
    2015
    45views Computational Linguistics» more  ACL 2015»
    Word Order Typology through Multilingual Word Alignment
    8 years 7 months ago
    Word Order Typology through Multilingual Word Alignment
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    With massively parallel corpora of hundreds or thousands of translations of the same text, it is possible to automatically perform typological studies of language structure using ...
    Robert Östling
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    ACL
    2015
    22views Computational Linguistics» more  ACL 2015»
    A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features
    8 years 7 months ago
    A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features
    Download  aclweb.org
    We present a simple yet effective unsupervised domain adaptation method that can be generally applied for different NLP tasks. Our method uses unlabeled target domain instances to...
    Jianfei Yu, Jing Jiang
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    ACL
    2015
    31views Computational Linguistics» more  ACL 2015»
    Harnessing Context Incongruity for Sarcasm Detection
    8 years 7 months ago
    Harnessing Context Incongruity for Sarcasm Detection
    Download  www.cse.iitb.ac.in
    The relationship between context incongruity and sarcasm has been studied in linguistics. We present a computational system that harnesses context incongruity as a basis for sarca...
    Aditya Joshi, Vinita Sharma, Pushpak Bhattacharyya
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    ACL
    2015
    19views Computational Linguistics» more  ACL 2015»
    Learning to Map Dependency Parses to Abstract Meaning Representations
    8 years 7 months ago
    Learning to Map Dependency Parses to Abstract Meaning Representations
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    Wei-Te Chen
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    ACL
    2015
    34views Computational Linguistics» more  ACL 2015»
    A Context-Aware Topic Model for Statistical Machine Translation
    8 years 7 months ago
    A Context-Aware Topic Model for Statistical Machine Translation
    Download  nlp.csai.tsinghua.edu.cn
    Lexical selection is crucial for statistical machine translation. Previous studies separately exploit sentence-level contexts and documentlevel topics for lexical selection, negle...
    Jinsong Su, Deyi Xiong, Yang Liu 0005, Xianpei Han...
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    ACL
    2015
    33views Computational Linguistics» more  ACL 2015»
    Inverted indexing for cross-lingual NLP
    8 years 7 months ago
    Inverted indexing for cross-lingual NLP
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    We present a novel, count-based approach to obtaining inter-lingual word representations based on inverted indexing of Wikipedia. We present experiments applying these representat...
    Anders Søgaard, Zeljko Agic, Héctor ...
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    ACL
    2015
    29views Computational Linguistics» more  ACL 2015»
    WA-Continuum: Visualising Word Alignments across Multiple Parallel Sentences Simultaneously
    8 years 7 months ago
    WA-Continuum: Visualising Word Alignments across Multiple Parallel Sentences Simultaneously
    Download  aclweb.org
    Word alignment (WA) between a pair of sentences in the same or different languages is a key component of many natural language processing tasks. It is commonly used for identifyin...
    David Steele, Lucia Specia
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    ACL
    2015
    34views Computational Linguistics» more  ACL 2015»
    Joint Models of Disagreement and Stance in Online Debate
    8 years 7 months ago
    Joint Models of Disagreement and Stance in Online Debate
    Download  linqs.cs.umd.edu
    Online debate forums present a valuable opportunity for the understanding and modeling of dialogue. To understand these debates, a key challenge is inferring the stances of the pa...
    Dhanya Sridhar, James R. Foulds, Bert Huang, Lise ...
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    ACL
    2015
    35views Computational Linguistics» more  ACL 2015»
    Weakly Supervised Models of Aspect-Sentiment for Online Course Discussion Forums
    8 years 7 months ago
    Weakly Supervised Models of Aspect-Sentiment for Online Course Discussion Forums
    Download  linqs.cs.umd.edu
    Massive open online courses (MOOCs) are redefining the education system and transcending boundaries posed by traditional courses. With the increase in popularity of online course...
    Arti Ramesh, Shachi H. Kumar, James R. Foulds, Lis...
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