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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Towards a Contextual Pragmatic Model to Detect Irony in Tweets
    8 years 7 months ago
    Towards a Contextual Pragmatic Model to Detect Irony in Tweets
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    This paper proposes an approach to capture the pragmatic context needed to infer irony in tweets. We aim to test the validity of two main hypotheses: (1) the presence of negations...
    Jihen Karoui, Farah Benamara, Véronique Mor...
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    ACL
    2015
    33views Computational Linguistics» more  ACL 2015»
    Feature Selection in Kernel Space: A Case Study on Dependency Parsing
    8 years 7 months ago
    Feature Selection in Kernel Space: A Case Study on Dependency Parsing
    Download  aclweb.org
    Given a set of basic binary features, we propose a new L1 norm SVM based feature selection method that explicitly selects the features in their polynomial or tree kernel spaces. T...
    Xian Qian, Yang Liu 0004
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    ACL
    2015
    15views Computational Linguistics» more  ACL 2015»
    Using Tweets to Help Sentence Compression for News Highlights Generation
    8 years 7 months ago
    Using Tweets to Help Sentence Compression for News Highlights Generation
    Download  www.hlt.utdallas.edu
    We explore using relevant tweets of a given news article to help sentence compression for generating compressive news highlights. We extend an unsupervised dependency-tree based s...
    Zhongyu Wei, Yang Liu 0033, Chen Li, Wei Gao
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    ACL
    2015
    13views Computational Linguistics» more  ACL 2015»
    Non-Linear Text Regression with a Deep Convolutional Neural Network
    8 years 7 months ago
    Non-Linear Text Regression with a Deep Convolutional Neural Network
    Download  aclweb.org
    Text regression has traditionally been tackled using linear models. Here we present a non-linear method based on a deep convolutional neural network. We show that despite having m...
    Zsolt Bitvai, Trevor Cohn
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Parse Imputation for Dependency Annotations
    8 years 7 months ago
    Parse Imputation for Dependency Annotations
    Download  www.aclweb.org
    Syntactic annotation is a hard task, but it can be made easier by allowing annotators flexibility to leave aspects of a sentence underspecified. Unfortunately, partial annotatio...
    Jason Mielens, Liang Sun, Jason Baldridge
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    ACL
    2015
    24views Computational Linguistics» more  ACL 2015»
    Dependency Recurrent Neural Language Models for Sentence Completion
    8 years 7 months ago
    Dependency Recurrent Neural Language Models for Sentence Completion
    Download  cs.nyu.edu
    Recent work on language modelling has shifted focus from count-based models to neural models. In these works, the words in each sentence are always considered in a left-to-right o...
    Piotr Mirowski, Andreas Vlachos
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    ACL
    2015
    12views Computational Linguistics» more  ACL 2015»
    Rhetoric Map of an Answer to Compound Queries
    8 years 7 months ago
    Rhetoric Map of an Answer to Compound Queries
    Download  aclweb.org
    Given a discourse tree for a text as a candidate answer to a compound query, we propose a rule system for valid and invalid occurrence of the query keywords in this tree. To be a ...
    Boris Galitsky, Dmitry I. Ilvovsky, Sergei O. Kuzn...
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    ACL
    2015
    21views Computational Linguistics» more  ACL 2015»
    Language to Code: Learning Semantic Parsers for If-This-Then-That Recipes
    8 years 7 months ago
    Language to Code: Learning Semantic Parsers for If-This-Then-That Recipes
    Download  www.cs.utexas.edu
    Using natural language to write programs is a touchstone problem for computational linguistics. We present an approach that learns to map natural-language descriptions of simple ...
    Chris Quirk, Raymond J. Mooney, Michel Galley
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    ACL
    2015
    25views Computational Linguistics» more  ACL 2015»
    Grounding Semantics in Olfactory Perception
    8 years 7 months ago
    Grounding Semantics in Olfactory Perception
    Download  www.cl.cam.ac.uk
    Multi-modal semantics has relied on feature norms or raw image data for perceptual input. In this paper we examine grounding semantic representations in olfactory (smell) data, th...
    Douwe Kiela, Luana Bulat, Stephen Clark
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    ACL
    2015
    26views Computational Linguistics» more  ACL 2015»
    The NL2KR Platform for building Natural Language Translation Systems
    8 years 7 months ago
    The NL2KR Platform for building Natural Language Translation Systems
    Download  www.aclweb.org
    This paper presents the NL2KR platform to build systems that can translate text to different formal languages. It is freelyavailable1, customizable, and comes with an Interactive ...
    Nguyen Ha Vo, Arindam Mitra, Chitta Baral
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