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    ACL
    2015
    24views Computational Linguistics» more  ACL 2015»
    Non-projective Dependency-based Pre-Reordering with Recurrent Neural Network for Machine Translation
    8 years 17 days ago
    Non-projective Dependency-based Pre-Reordering with Recurrent Neural Network for Machine Translation
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    The quality of statistical machine translation performed with phrase based approaches can be increased by permuting the words in the source sentences in an order which resembles t...
    Antonio Valerio Miceli Barone, Giuseppe Attardi
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    ACL
    2015
    14views Computational Linguistics» more  ACL 2015»
    KLcpos3 - a Language Similarity Measure for Delexicalized Parser Transfer
    8 years 17 days ago
    KLcpos3 - a Language Similarity Measure for Delexicalized Parser Transfer
    Download  aclweb.org
    We present KLcpos3 , a language similarity measure based on Kullback-Leibler divergence of coarse part-of-speech tag trigram distributions in tagged corpora. It has been designed ...
    Rudolf Rosa, Zdenek Zabokrtský
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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    UNRAVEL - A Decipherment Toolkit
    8 years 17 days ago
    UNRAVEL - A Decipherment Toolkit
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    In this paper we present the UNRAVEL toolkit: It implements many of the recently published works on decipherment, including decipherment for deterministic ciphers like e.g. the ZO...
    Malte Nuhn, Julian Schamper, Hermann Ney
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    ACL
    2015
    26views Computational Linguistics» more  ACL 2015»
    Machine Comprehension with Discourse Relations
    8 years 17 days ago
    Machine Comprehension with Discourse Relations
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    This paper proposes a novel approach for incorporating discourse information into machine comprehension applications. Traditionally, such information is computed using off-the-she...
    Karthik Narasimhan, Regina Barzilay
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    ACL
    2015
    19views Computational Linguistics» more  ACL 2015»
    Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction
    8 years 17 days ago
    Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction
    Download  lirias.kuleuven.be
    We propose a simple yet effective approach to learning bilingual word embeddings (BWEs) from non-parallel document-aligned data (based on the omnipresent skip-gram model), and its...
    Ivan Vulic, Marie-Francine Moens
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    ACL
    2015
    22views Computational Linguistics» more  ACL 2015»
    Compact Lexicon Selection with Spectral Methods
    8 years 17 days ago
    Compact Lexicon Selection with Spectral Methods
    Download  www.cs.columbia.edu
    In this paper, we introduce the task of selecting compact lexicon from large, noisy gazetteers. This scenario arises often in practice, in particular spoken language understanding...
    Young-Bum Kim, Karl Stratos, Xiaohu Liu, Ruhi Sari...
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    ACL
    2015
    13views Computational Linguistics» more  ACL 2015»
    Identifying Cascading Errors using Constraints in Dependency Parsing
    8 years 17 days ago
    Identifying Cascading Errors using Constraints in Dependency Parsing
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    Dependency parsers are usually evaluated on attachment accuracy. Whilst easily interpreted, the metric does not illustrate the cascading impact of errors, where the parser chooses...
    Dominick Ng, James R. Curran
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    ACL
    2015
    12views Computational Linguistics» more  ACL 2015»
    Stacked Ensembles of Information Extractors for Knowledge-Base Population
    8 years 17 days ago
    Stacked Ensembles of Information Extractors for Knowledge-Base Population
    Download  www.cs.utexas.edu
    We present results on using stacking to ensemble multiple systems for the Knowledge Base Population English Slot Filling (KBP-ESF) task. In addition to using the output and confi...
    Vidhoon Viswanathan, Nazneen Fatema Rajani, Yinon ...
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    ACL
    2015
    36views Computational Linguistics» more  ACL 2015»
    Leveraging Linguistic Structure For Open Domain Information Extraction
    8 years 17 days ago
    Leveraging Linguistic Structure For Open Domain Information Extraction
    Download  web.stanford.edu
    Relation triples produced by open domain information extraction (open IE) systems are useful for question answering, inference, and other IE tasks. Traditionally these are extract...
    Gabor Angeli, Melvin Jose Johnson Premkumar, Chris...
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    ACL
    2015
    24views Computational Linguistics» more  ACL 2015»
    A convex and feature-rich discriminative approach to dependency grammar induction
    8 years 17 days ago
    A convex and feature-rich discriminative approach to dependency grammar induction
    Download  people.dbmi.columbia.edu
    In this paper, we introduce a new method for the problem of unsupervised dependency parsing. Most current approaches are based on generative models. Learning the parameters of suc...
    Edouard Grave, Noémie Elhadad
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