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    ACL
    2015
    24views Computational Linguistics» more  ACL 2015»
    Trans-dimensional Random Fields for Language Modeling
    8 years 7 months ago
    Trans-dimensional Random Fields for Language Modeling
    Download  stat.rutgers.edu
    Language modeling (LM) involves determining the joint probability of words in a sentence. The conditional approach is dominant, representing the joint probability in terms of cond...
    Bin Wang, Zhijian Ou, Zhiqiang Tan
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    ACL
    2015
    25views Computational Linguistics» more  ACL 2015»
    Context-Dependent Translation Selection Using Convolutional Neural Network
    8 years 7 months ago
    Context-Dependent Translation Selection Using Convolutional Neural Network
    Download  aclweb.org
    We propose a novel method for translation selection in statistical machine translation, in which a convolutional neural network is employed to judge the similarity between a phras...
    Baotian Hu, Zhaopeng Tu, Zhengdong Lu, Hang Li, Qi...
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    ACL
    2015
    16views Computational Linguistics» more  ACL 2015»
    A Web-based Collaborative Evaluation Tool for Automatically Learned Relation Extraction Patterns
    8 years 7 months ago
    A Web-based Collaborative Evaluation Tool for Automatically Learned Relation Extraction Patterns
    Download  aclweb.org
    Patterns extracted from dependency parses of sentences are a major source of knowledge for most state-of-the-art relation extraction systems, but can be of low quality in distantl...
    Leonhard Hennig, Hong Li, Sebastian Krause, Feiyu ...
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    ACL
    2015
    28views Computational Linguistics» more  ACL 2015»
    A Methodology for Evaluating Timeline Generation Algorithms based on Deep Semantic Units
    8 years 7 months ago
    A Methodology for Evaluating Timeline Generation Algorithms based on Deep Semantic Units
    Download  aclweb.org
    Timeline generation is a summarisation task which transforms a narrative, roughly chronological input text into a set of timestamped summary sentences, each expressing an atomic h...
    Sandro Bauer, Simone Teufel
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    ACL
    2015
    24views Computational Linguistics» more  ACL 2015»
    Transferring Coreference Resolvers with Posterior Regularization
    8 years 7 months ago
    Transferring Coreference Resolvers with Posterior Regularization
    Download  www.cs.cmu.edu
    We propose a cross-lingual framework for learning coreference resolvers for resource-poor target languages, given a resolver in a source language. Our method uses word-aligned bit...
    André F. T. Martins
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    ACL
    2015
    28views Computational Linguistics» more  ACL 2015»
    Measuring idiosyncratic interests in children with autism
    8 years 7 months ago
    Measuring idiosyncratic interests in children with autism
    Download  www.aclweb.org
    A defining symptom of autism spectrum disorder (ASD) is the presence of restricted and repetitive activities and interests, which can surface in language as a perseverative focus...
    Masoud Rouhizadeh, Emily Prud'hommeaux, Jan P. H. ...
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    ACL
    2015
    37views Computational Linguistics» more  ACL 2015»
    Multi-Pass Decoding With Complex Feature Guidance for Statistical Machine Translation
    8 years 7 months ago
    Multi-Pass Decoding With Complex Feature Guidance for Statistical Machine Translation
    Download  www.aclweb.org
    In Statistical Machine Translation, some complex features are still difficult to integrate during decoding and usually used through the reranking of the k-best hypotheses produce...
    Benjamin Marie, Aurélien Max
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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    Question Answering over Freebase with Multi-Column Convolutional Neural Networks
    8 years 7 months ago
    Question Answering over Freebase with Multi-Column Convolutional Neural Networks
    Download  gana.nlsde.buaa.edu.cn
    Answering natural language questions over a knowledge base is an important and challenging task. Most of existing systems typically rely on hand-crafted features and rules to cond...
    Li Dong, Furu Wei, Ming Zhou, Ke Xu
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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    A System Demonstration of a Framework for Computer Assisted Pronunciation Training
    8 years 7 months ago
    A System Demonstration of a Framework for Computer Assisted Pronunciation Training
    Download  aclweb.org
    In this paper, we demonstrate a system implementation of a framework for computer assisted pronunciation training for second language learner (L2). This framework supports an iter...
    Renlong Ai, Feiyu Xu
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    ACL
    2015
    24views Computational Linguistics» more  ACL 2015»
    Learning Relational Features with Backward Random Walks
    8 years 7 months ago
    Learning Relational Features with Backward Random Walks
    Download  www.cs.cmu.edu
    The path ranking algorithm (PRA) has been recently proposed to address relational classification and retrieval tasks at large scale. We describe Cor-PRA, an enhanced system that ...
    Ni Lao, Einat Minkov, William W. Cohen
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