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    ACL
    2015
    30views Computational Linguistics» more  ACL 2015»
    Describing Images using Inferred Visual Dependency Representations
    8 years 7 months ago
    Describing Images using Inferred Visual Dependency Representations
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    The Visual Dependency Representation (VDR) is an explicit model of the spatial relationships between objects in an image. In this paper we present an approach to training a VDR Pa...
    Desmond Elliott, Arjen de Vries
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    ACL
    2015
    14views Computational Linguistics» more  ACL 2015»
    Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling
    8 years 7 months ago
    Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling
    Download  aclweb.org
    Semantic role labeling (SRL) is crucial to natural language understanding as it identifies the predicate-argument structure in text with semantic labels. Unfortunately, resources...
    Alan Akbik, Laura Chiticariu, Marina Danilevsky, Y...
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    ACL
    2015
    18views Computational Linguistics» more  ACL 2015»
    Pairwise Neural Machine Translation Evaluation
    8 years 7 months ago
    Pairwise Neural Machine Translation Evaluation
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    We present a novel framework for machine translation evaluation using neural networks in a pairwise setting, where the goal is to select the better translation from a pair of hypo...
    Francisco Guzmán, Shafiq R. Joty, Llu&iacut...
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    ACL
    2015
    15views Computational Linguistics» more  ACL 2015»
    Tweet Normalization with Syllables
    8 years 7 months ago
    Tweet Normalization with Syllables
    Download  aclweb.org
    In this paper, we propose a syllable-based method for tweet normalization to study the cognitive process of non-standard word creation in social media. Assuming that syllable play...
    Ke Xu, Yunqing Xia, Chin-Hui Lee
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    ACL
    2015
    27views Computational Linguistics» more  ACL 2015»
    Sharing annotations better: RESTful Open Annotation
    8 years 7 months ago
    Sharing annotations better: RESTful Open Annotation
    Download  aclweb.org
    Annotations are increasingly created and shared online and connected with web resources such as databases of real-world entities. Recent collaborative efforts to provide interoper...
    Sampo Pyysalo, Jorge Campos, Juan Miguel Cejuela, ...
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    ACL
    2015
    14views Computational Linguistics» more  ACL 2015»
    Encoding Source Language with Convolutional Neural Network for Machine Translation
    8 years 7 months ago
    Encoding Source Language with Convolutional Neural Network for Machine Translation
    Download  aclweb.org
    The recently proposed neural network joint model (NNJM) (Devlin et al., 2014) augments the n-gram target language model with a heuristically chosen source context window, achievin...
    Fandong Meng, Zhengdong Lu, Mingxuan Wang, Hang Li...
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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study
    8 years 7 months ago
    Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study
    Download  aclweb.org
    In order to effectively utilize multiple datasets with heterogeneous annotations, this paper proposes a coupled sequence labeling model that can directly learn and infer two heter...
    Zhenghua Li, Jiayuan Chao, Min Zhang, Wenliang Che...
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    ACL
    2015
    37views Computational Linguistics» more  ACL 2015»
    A Hierarchical Neural Autoencoder for Paragraphs and Documents
    8 years 7 months ago
    A Hierarchical Neural Autoencoder for Paragraphs and Documents
    Download  web.stanford.edu
    Natural language generation of coherent long texts like paragraphs or longer documents is a challenging problem for recurrent networks models. In this paper, we explore an importa...
    Jiwei Li, Minh-Thang Luong, Dan Jurafsky
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    ACL
    2015
    17views Computational Linguistics» more  ACL 2015»
    AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes
    8 years 7 months ago
    AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes
    Download  www.aclweb.org
    We present AutoExtend, a system to learn embeddings for synsets and lexemes. It is flexible in that it can take any word embeddings as input and does not need an additional train...
    Sascha Rothe, Hinrich Schütze
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    ACL
    2015
    22views Computational Linguistics» more  ACL 2015»
    Abstractive Multi-Document Summarization via Phrase Selection and Merging
    8 years 7 months ago
    Abstractive Multi-Document Summarization via Phrase Selection and Merging
    Download  www.cs.cmu.edu
    Lidong Bing, Piji Li, Yi Liao, Wai Lam, Weiwei Guo...
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