@Book{VSM-NLP:2015,
  editor    = {Phil Blunsom  and  Shay Cohen  and  Paramveer Dhillon  and  Percy Liang},
  title     = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  url       = {http://www.aclweb.org/anthology/W15-15}
}

@InProceedings{melamud-levy-dagan:2015:VSM-NLP,
  author    = {Melamud, Oren  and  Levy, Omer  and  Dagan, Ido},
  title     = {A Simple Word Embedding Model for Lexical Substitution},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {1--7},
  url       = {http://www.aclweb.org/anthology/W15-1501}
}

@InProceedings{rangarajansridhar:2015:VSM-NLP1,
  author    = {Rangarajan Sridhar, Vivek Kumar},
  title     = {Unsupervised Text Normalization Using Distributed Representations of Words and Phrases},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {8--16},
  url       = {http://www.aclweb.org/anthology/W15-1502}
}

@InProceedings{zelaia-arregi-sierra:2015:VSM-NLP,
  author    = {Zelaia, Ana  and  Arregi, Olatz  and  Sierra, Basilio},
  title     = {A Multi-classifier Approach to support Coreference Resolution in a Vector Space Model},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {17--24},
  url       = {http://www.aclweb.org/anthology/W15-1503}
}

@InProceedings{krageback-EtAl:2015:VSM-NLP,
  author    = {K\r{a}geb\"{a}ck, Mikael  and  Johansson, Fredrik  and  Johansson, Richard  and  Dubhashi, Devdatt},
  title     = {Neural context embeddings for automatic discovery of word senses},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {25--32},
  url       = {http://www.aclweb.org/anthology/W15-1504}
}

@InProceedings{ma-EtAl:2015:VSM-NLP,
  author    = {Ma, Chenglong  and  Xu, Weiqun  and  Li, Peijia  and  Yan, Yonghong},
  title     = {Distributional Representations of Words for Short Text Classification},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {33--38},
  url       = {http://www.aclweb.org/anthology/W15-1505}
}

@InProceedings{nguyen-grishman:2015:VSM-NLP,
  author    = {Nguyen, Thien Huu  and  Grishman, Ralph},
  title     = {Relation Extraction: Perspective from Convolutional Neural Networks},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {39--48},
  url       = {http://www.aclweb.org/anthology/W15-1506}
}

@InProceedings{urbain-bushee-kowalski:2015:VSM-NLP,
  author    = {Urbain, Jay  and  Bushee, Glenn  and  Kowalski, George},
  title     = {Distributional Semantic Concept Models for Entity Relation Discovery},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {49--55},
  url       = {http://www.aclweb.org/anthology/W15-1507}
}

@InProceedings{fonseca-aluisio:2015:VSM-NLP,
  author    = {Fonseca, Erick  and  Alu\'{i}sio, Sandra},
  title     = {A Deep Architecture for Non-Projective Dependency Parsing},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {56--61},
  url       = {http://www.aclweb.org/anthology/W15-1508}
}

@InProceedings{xu-EtAl:2015:VSM-NLP,
  author    = {xu, jiaming  and  wang, peng  and  tian, guanhua  and  xu, bo  and  zhao, jun  and  wang, fangyuan  and  hao, hongwei},
  title     = {Short Text Clustering via Convolutional Neural Networks},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {62--69},
  url       = {http://www.aclweb.org/anthology/W15-1509}
}

@InProceedings{deltredici-bel:2015:VSM-NLP,
  author    = {Del Tredici, Marco  and  Bel, N\'{u}ria},
  title     = {A Word-Embedding-based Sense Index for Regular Polysemy Representation},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {70--78},
  url       = {http://www.aclweb.org/anthology/W15-1510}
}

@InProceedings{stratos-collins:2015:VSM-NLP,
  author    = {Stratos, Karl  and  Collins, Michael},
  title     = {Simple Semi-Supervised POS Tagging},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {79--87},
  url       = {http://www.aclweb.org/anthology/W15-1511}
}

@InProceedings{pham-luong-manning:2015:VSM-NLP,
  author    = {Pham, Hieu  and  Luong, Thang  and  Manning, Christopher},
  title     = {Learning Distributed Representations for Multilingual Text Sequences},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {88--94},
  url       = {http://www.aclweb.org/anthology/W15-1512}
}

@InProceedings{garten-EtAl:2015:VSM-NLP,
  author    = {Garten, Justin  and  Sagae, Kenji  and  Ustun, Volkan  and  Dehghani, Morteza},
  title     = {Combining Distributed Vector Representations for Words},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {95--101},
  url       = {http://www.aclweb.org/anthology/W15-1513}
}

@InProceedings{bansal:2015:VSM-NLP,
  author    = {Bansal, Mohit},
  title     = {Dependency Link Embeddings: Continuous Representations of Syntactic Substructures},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {102--108},
  url       = {http://www.aclweb.org/anthology/W15-1514}
}

@InProceedings{attardi:2015:VSM-NLP,
  author    = {Attardi, Giuseppe},
  title     = {DeepNL: a Deep Learning NLP pipeline},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {109--115},
  url       = {http://www.aclweb.org/anthology/W15-1515}
}

@InProceedings{alghunaim-EtAl:2015:VSM-NLP,
  author    = {Alghunaim, Abdulaziz  and  Mohtarami, Mitra  and  Cyphers, Scott  and  Glass, Jim},
  title     = {A Vector Space Approach for Aspect Based Sentiment Analysis},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {116--122},
  url       = {http://www.aclweb.org/anthology/W15-1516}
}

@InProceedings{tosik-EtAl:2015:VSM-NLP,
  author    = {Tosik, Melanie  and  Lygteskov Hansen, Carsten  and  Goossen, Gerard  and  Rotaru, Mihai},
  title     = {Word Embeddings vs Word Types for Sequence Labeling: the Curious Case of CV Parsing},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {123--128},
  url       = {http://www.aclweb.org/anthology/W15-1517}
}

@InProceedings{nicolai-cherry-kondrak:2015:VSM-NLP,
  author    = {Nicolai, Garrett  and  Cherry, Colin  and  Kondrak, Grzegorz},
  title     = {Morpho-syntactic Regularities in Continuous Word Representations: A multilingual study.},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {129--134},
  url       = {http://www.aclweb.org/anthology/W15-1518}
}

@InProceedings{singh-rocktaschel-riedel:2015:VSM-NLP,
  author    = {Singh, Sameer  and  Rockt\"{a}schel, Tim  and  Riedel, Sebastian},
  title     = {Towards Combined Matrix and Tensor Factorization for Universal Schema Relation Extraction},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {135--142},
  url       = {http://www.aclweb.org/anthology/W15-1519}
}

@InProceedings{kim-demarneffe-foslerlussier:2015:VSM-NLP,
  author    = {Kim, Joo-Kyung  and  de Marneffe, Marie-Catherine  and  Fosler-Lussier, Eric},
  title     = {Neural word embeddings with multiplicative feature interactions for tensor-based compositions},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {143--150},
  url       = {http://www.aclweb.org/anthology/W15-1520}
}

@InProceedings{luong-pham-manning:2015:VSM-NLP,
  author    = {Luong, Thang  and  Pham, Hieu  and  Manning, Christopher D.},
  title     = {Bilingual Word Representations with Monolingual Quality in Mind},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {151--159},
  url       = {http://www.aclweb.org/anthology/W15-1521}
}

@InProceedings{joshi-EtAl:2015:VSM-NLP,
  author    = {Joshi, Mahesh  and  Hart, Ethan  and  Vogel, Mirko  and  Ruvini, Jean-David},
  title     = {Distributed Word Representations Improve NER for e-Commerce},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {160--167},
  url       = {http://www.aclweb.org/anthology/W15-1522}
}

@InProceedings{chen-demelo:2015:VSM-NLP,
  author    = {Chen, Jiaqiang  and  de Melo, Gerard},
  title     = {Semantic Information Extraction for Improved Word Embeddings},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {168--175},
  url       = {http://www.aclweb.org/anthology/W15-1523}
}

@InProceedings{zirikly-diab:2015:VSM-NLP,
  author    = {Zirikly, Ayah  and  Diab, Mona},
  title     = {Named Entity Recognition for Arabic Social Media},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {176--185},
  url       = {http://www.aclweb.org/anthology/W15-1524}
}

@InProceedings{conroy-davis:2015:VSM-NLP,
  author    = {Conroy, John  and  Davis, Sashka},
  title     = {Vector Space Models for Scientific Document Summarization},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {186--191},
  url       = {http://www.aclweb.org/anthology/W15-1525}
}

@InProceedings{rangarajansridhar:2015:VSM-NLP2,
  author    = {Rangarajan Sridhar, Vivek Kumar},
  title     = {Unsupervised Topic Modeling for Short Texts Using Distributed Representations of Words},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {192--200},
  url       = {http://www.aclweb.org/anthology/W15-1526}
}

@InProceedings{liu-inkpen:2015:VSM-NLP,
  author    = {Liu, Ji  and  Inkpen, Diana},
  title     = {Estimating User Location in Social Media with Stacked Denoising Auto-encoders},
  booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing},
  month     = {June},
  year      = {2015},
  address   = {Denver, Colorado},
  publisher = {Association for Computational Linguistics},
  pages     = {201--210},
  url       = {http://www.aclweb.org/anthology/W15-1527}
}