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    ACL
    2015
    19views Computational Linguistics» more  ACL 2015»
    Synthetic Word Parsing Improves Chinese Word Segmentation
    10 years 11 days ago
    Synthetic Word Parsing Improves Chinese Word Segmentation
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    We present a novel solution to improve the performance of Chinese word segmentation (CWS) using a synthetic word parser. The parser analyses the internal structure of words, and a...
    Fei Cheng, Kevin Duh, Yuji Matsumoto
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    ACL
    2015
    14views Computational Linguistics» more  ACL 2015»
    Graph parsing with s-graph grammars
    10 years 11 days ago
    Graph parsing with s-graph grammars
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    A key problem in semantic parsing with graph-based semantic representations is graph parsing, i.e. computing all possible analyses of a given graph according to a grammar. This pr...
    Jonas Groschwitz, Alexander Koller, Christoph Teic...
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Towards a Contextual Pragmatic Model to Detect Irony in Tweets
    10 years 11 days ago
    Towards a Contextual Pragmatic Model to Detect Irony in Tweets
    Download  www.aclweb.org
    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
    10 years 11 days 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
    10 years 11 days 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
    10 years 11 days 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
    10 years 11 days ago
    Parse Imputation for Dependency Annotations
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    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
    10 years 11 days 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
    10 years 11 days 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
    10 years 11 days 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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