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    100
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    ACL
    2015
    15views Computational Linguistics» more  ACL 2015»
    Tweet Normalization with Syllables
    9 years 11 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
    9 years 11 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
    9 years 11 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
    9 years 11 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
    9 years 11 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
    9 years 11 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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    94
    Voted
    ACL
    2015
    22views Computational Linguistics» more  ACL 2015»
    Abstractive Multi-Document Summarization via Phrase Selection and Merging
    9 years 11 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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    79
    Voted
    ACL
    2015
    25views Computational Linguistics» more  ACL 2015»
    Automatic Detection of Sentence Fragments
    9 years 11 months ago
    Automatic Detection of Sentence Fragments
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    We present and evaluate a method for automatically detecting sentence fragments in English texts written by non-native speakers. Our method combines syntactic parse tree patterns ...
    Chak Yan Yeung, John Lee
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    ACL
    2015
    17views Computational Linguistics» more  ACL 2015»
    Dependency length minimisation effects in short spans: a large-scale analysis of adjective placement in complex noun phrases
    9 years 11 months ago
    Dependency length minimisation effects in short spans: a large-scale analysis of adjective placement in complex noun phrases
    Download  www.aclweb.org
    It has been extensively observed that languages minimise the distance between two related words. Dependency length minimisation effects are explained as a means to reduce memory l...
    Kristina Gulordava, Paola Merlo, Benoît Crab...
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    ACL
    2015
    29views Computational Linguistics» more  ACL 2015»
    Predicting Polarities of Tweets by Composing Word Embeddings with Long Short-Term Memory
    9 years 11 months ago
    Predicting Polarities of Tweets by Composing Word Embeddings with Long Short-Term Memory
    Download  aclweb.org
    In this paper, we introduce Long ShortTerm Memory (LSTM) recurrent network for twitter sentiment prediction. With the help of gates and constant error carousels in the memory bloc...
    Xin Wang, Yuanchao Liu, Chengjie Sun, Baoxun Wang,...
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