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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    In-tool Learning for Selective Manual Annotation in Large Corpora
    8 years 7 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
    8 years 7 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
    8 years 7 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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    ACL
    2015
    17views Computational Linguistics» more  ACL 2015»
    Syntax-based Simultaneous Translation through Prediction of Unseen Syntactic Constituents
    8 years 7 months ago
    Syntax-based Simultaneous Translation through Prediction of Unseen Syntactic Constituents
    Download  aclweb.org
    Simultaneous translation is a method to reduce the latency of communication through machine translation (MT) by dividing the input into short segments before performing translatio...
    Yusuke Oda, Graham Neubig, Sakriani Sakti, Tomoki ...
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    ACL
    2015
    15views Computational Linguistics» more  ACL 2015»
    Language Models for Image Captioning: The Quirks and What Works
    8 years 7 months ago
    Language Models for Image Captioning: The Quirks and What Works
    Download  m-mitchell.com
    Two recent approaches have achieved state-of-the-art results in image captioning. The first uses a pipelined process where a set of candidate words is generated by a convolutiona...
    Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, ...
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    ACL
    2015
    17views Computational Linguistics» more  ACL 2015»
    Frame-Semantic Role Labeling with Heterogeneous Annotations
    8 years 7 months ago
    Frame-Semantic Role Labeling with Heterogeneous Annotations
    Download  aclweb.org
    We consider the task of identifying and labeling the semantic arguments of a predicate that evokes a FrameNet frame. This task is challenging because there are only a few thousand...
    Meghana Kshirsagar, Sam Thomson, Nathan Schneider,...
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Model-based Word Embeddings from Decompositions of Count Matrices
    8 years 7 months ago
    Model-based Word Embeddings from Decompositions of Count Matrices
    Download  www.cs.columbia.edu
    This work develops a new statistical understanding of word embeddings induced from transformed count data. Using the class of hidden Markov models (HMMs) underlying Brown clusteri...
    Karl Stratos, Michael Collins, Daniel Hsu
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    ACL
    2015
    18views Computational Linguistics» more  ACL 2015»
    Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering
    8 years 7 months ago
    Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering
    Download  aclweb.org
    In recent years, there has been an increasing interest in learning a distributed representation of word sense. Traditional context clustering based models usually require careful ...
    Tao Chen, Ruifeng Xu, Yulan He, Xuan Wang
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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    Extended Topic Model for Word Dependency
    8 years 7 months ago
    Extended Topic Model for Word Dependency
    Download  aclweb.org
    Topic Model such as Latent Dirichlet Allocation(LDA) makes assumption that topic assignment of different words are conditionally independent. In this paper, we propose a new model...
    Tong Wang, Vish Viswanath, Ping Chen
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    ACL
    2015
    32views Computational Linguistics» more  ACL 2015»
    Summarization of Multi-Document Topic Hierarchies using Submodular Mixtures
    8 years 7 months ago
    Summarization of Multi-Document Topic Hierarchies using Submodular Mixtures
    Download  melodi.ee.washington.edu
    We study the problem of summarizing DAG-structured topic hierarchies over a given set of documents. Example applications include automatically generating Wikipedia disambiguation ...
    Ramakrishna Bairi, Rishabh K. Iyer, Ganesh Ramakri...
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