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    80
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    ACL
    2015
    13views Computational Linguistics» more  ACL 2015»
    Non-Linear Text Regression with a Deep Convolutional Neural Network
    9 years 11 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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    75
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Parse Imputation for Dependency Annotations
    9 years 11 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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    89
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    ACL
    2015
    24views Computational Linguistics» more  ACL 2015»
    Dependency Recurrent Neural Language Models for Sentence Completion
    9 years 11 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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    82
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    ACL
    2015
    12views Computational Linguistics» more  ACL 2015»
    Rhetoric Map of an Answer to Compound Queries
    9 years 11 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
    9 years 11 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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    92
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    ACL
    2015
    25views Computational Linguistics» more  ACL 2015»
    Grounding Semantics in Olfactory Perception
    9 years 11 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
    9 years 11 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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    80
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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    In-tool Learning for Selective Manual Annotation in Large Corpora
    9 years 11 months ago
    In-tool Learning for Selective Manual Annotation in Large Corpora
    Download  www.ukp.tu-darmstadt.de
    We present a novel approach to the selective annotation of large corpora through the use of machine learning. Linguistic search engines used to locate potential instances of an in...
    Erik-Lân Do Dinh, Richard Eckart de Castilho...
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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    Constrained Semantic Forests for Improved Discriminative Semantic Parsing
    9 years 11 months ago
    Constrained Semantic Forests for Improved Discriminative Semantic Parsing
    Download  aclweb.org
    In this paper, we present a model for improved discriminative semantic parsing. The model addresses an important limitation associated with our previous stateof-the-art discrimina...
    Wei Lu
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    ACL
    2015
    19views Computational Linguistics» more  ACL 2015»
    Context-aware Entity Morph Decoding
    9 years 11 months ago
    Context-aware Entity Morph Decoding
    Download  nlp.cs.rpi.edu
    People create morphs, a special type of fake alternative names, to achieve certain communication goals such as expressing strong sentiment or evading censors. For example, “Blac...
    Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Sujian...
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