@proceedings{ws-2015-vector,
    title = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1500/"
}
@inproceedings{melamud-etal-2015-simple,
    title = "A Simple Word Embedding Model for Lexical Substitution",
    author = "Melamud, Oren  and
      Levy, Omer  and
      Dagan, Ido",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1501/",
    doi = "10.3115/v1/W15-1501",
    pages = "1--7"
}
@inproceedings{rangarajan-sridhar-2015-unsupervised,
    title = "Unsupervised Text Normalization Using Distributed Representations of Words and Phrases",
    author = "Rangarajan Sridhar, Vivek Kumar",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1502/",
    doi = "10.3115/v1/W15-1502",
    pages = "8--16"
}
@inproceedings{zelaia-etal-2015-multi,
    title = "A Multi-classifier Approach to support Coreference Resolution in a Vector Space Model",
    author = "Zelaia, Ana  and
      Arregi, Olatz  and
      Sierra, Basilio",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1503/",
    doi = "10.3115/v1/W15-1503",
    pages = "17--24"
}
@inproceedings{kageback-etal-2015-neural,
    title = "Neural context embeddings for automatic discovery of word senses",
    author = {K{\r{a}}geb{\"a}ck, Mikael  and
      Johansson, Fredrik  and
      Johansson, Richard  and
      Dubhashi, Devdatt},
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1504/",
    doi = "10.3115/v1/W15-1504",
    pages = "25--32"
}
@inproceedings{ma-etal-2015-distributional,
    title = "Distributional Representations of Words for Short Text Classification",
    author = "Ma, Chenglong  and
      Xu, Weiqun  and
      Li, Peijia  and
      Yan, Yonghong",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1505/",
    doi = "10.3115/v1/W15-1505",
    pages = "33--38"
}
@inproceedings{nguyen-grishman-2015-relation,
    title = "Relation Extraction: Perspective from Convolutional Neural Networks",
    author = "Nguyen, Thien Huu  and
      Grishman, Ralph",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1506/",
    doi = "10.3115/v1/W15-1506",
    pages = "39--48"
}
@inproceedings{urbain-etal-2015-distributional,
    title = "Distributional Semantic Concept Models for Entity Relation Discovery",
    author = "Urbain, Jay  and
      Bushee, Glenn  and
      Kowalski, George",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1507/",
    doi = "10.3115/v1/W15-1507",
    pages = "49--55"
}
@inproceedings{fonseca-aluisio-2015-deep,
    title = "A Deep Architecture for Non-Projective Dependency Parsing",
    author = "Fonseca, Erick  and
      Alu{\'i}sio, Sandra",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1508/",
    doi = "10.3115/v1/W15-1508",
    pages = "56--61"
}
@inproceedings{xu-etal-2015-short,
    title = "Short Text Clustering via Convolutional Neural Networks",
    author = "Xu, Jiaming  and
      Wang, Peng  and
      Tian, Guanhua  and
      Xu, Bo  and
      Zhao, Jun  and
      Wang, Fangyuan  and
      Hao, Hongwei",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1509/",
    doi = "10.3115/v1/W15-1509",
    pages = "62--69"
}
@inproceedings{del-tredici-bel-2015-word,
    title = "A Word-Embedding-based Sense Index for Regular Polysemy Representation",
    author = "Del Tredici, Marco  and
      Bel, N{\'u}ria",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1510/",
    doi = "10.3115/v1/W15-1510",
    pages = "70--78"
}
@inproceedings{stratos-collins-2015-simple,
    title = "Simple Semi-Supervised {POS} Tagging",
    author = "Stratos, Karl  and
      Collins, Michael",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1511/",
    doi = "10.3115/v1/W15-1511",
    pages = "79--87"
}
@inproceedings{pham-etal-2015-learning,
    title = "Learning Distributed Representations for Multilingual Text Sequences",
    author = "Pham, Hieu  and
      Luong, Thang  and
      Manning, Christopher",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1512/",
    doi = "10.3115/v1/W15-1512",
    pages = "88--94"
}
@inproceedings{garten-etal-2015-combining,
    title = "Combining Distributed Vector Representations for Words",
    author = "Garten, Justin  and
      Sagae, Kenji  and
      Ustun, Volkan  and
      Dehghani, Morteza",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1513/",
    doi = "10.3115/v1/W15-1513",
    pages = "95--101"
}
@inproceedings{bansal-2015-dependency,
    title = "Dependency Link Embeddings: Continuous Representations of Syntactic Substructures",
    author = "Bansal, Mohit",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1514/",
    doi = "10.3115/v1/W15-1514",
    pages = "102--108"
}
@inproceedings{attardi-2015-deepnl,
    title = "{D}eep{NL}: a Deep Learning {NLP} pipeline",
    author = "Attardi, Giuseppe",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1515/",
    doi = "10.3115/v1/W15-1515",
    pages = "109--115"
}
@inproceedings{alghunaim-etal-2015-vector,
    title = "A Vector Space Approach for Aspect Based Sentiment Analysis",
    author = "Alghunaim, Abdulaziz  and
      Mohtarami, Mitra  and
      Cyphers, Scott  and
      Glass, Jim",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1516/",
    doi = "10.3115/v1/W15-1516",
    pages = "116--122"
}
@inproceedings{tosik-etal-2015-word,
    title = "Word Embeddings vs Word Types for Sequence Labeling: the Curious Case of {CV} Parsing",
    author = "Tosik, Melanie  and
      Lygteskov Hansen, Carsten  and
      Goossen, Gerard  and
      Rotaru, Mihai",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1517/",
    doi = "10.3115/v1/W15-1517",
    pages = "123--128"
}
@inproceedings{nicolai-etal-2015-morpho,
    title = "Morpho-syntactic Regularities in Continuous Word Representations: A multilingual study.",
    author = "Nicolai, Garrett  and
      Cherry, Colin  and
      Kondrak, Grzegorz",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1518/",
    doi = "10.3115/v1/W15-1518",
    pages = "129--134"
}
@inproceedings{singh-etal-2015-towards,
    title = "Towards Combined Matrix and Tensor Factorization for Universal Schema Relation Extraction",
    author = {Singh, Sameer  and
      Rockt{\"a}schel, Tim  and
      Riedel, Sebastian},
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1519/",
    doi = "10.3115/v1/W15-1519",
    pages = "135--142"
}
@inproceedings{kim-etal-2015-neural,
    title = "Neural word embeddings with multiplicative feature interactions for tensor-based compositions",
    author = "Kim, Joo-Kyung  and
      de Marneffe, Marie-Catherine  and
      Fosler-Lussier, Eric",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1520/",
    doi = "10.3115/v1/W15-1520",
    pages = "143--150"
}
@inproceedings{luong-etal-2015-bilingual,
    title = "Bilingual Word Representations with Monolingual Quality in Mind",
    author = "Luong, Thang  and
      Pham, Hieu  and
      Manning, Christopher D.",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1521/",
    doi = "10.3115/v1/W15-1521",
    pages = "151--159"
}
@inproceedings{joshi-etal-2015-distributed,
    title = "Distributed Word Representations Improve {NER} for e-Commerce",
    author = "Joshi, Mahesh  and
      Hart, Ethan  and
      Vogel, Mirko  and
      Ruvini, Jean-David",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1522/",
    doi = "10.3115/v1/W15-1522",
    pages = "160--167"
}
@inproceedings{chen-de-melo-2015-semantic,
    title = "Semantic Information Extraction for Improved Word Embeddings",
    author = "Chen, Jiaqiang  and
      de Melo, Gerard",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1523/",
    doi = "10.3115/v1/W15-1523",
    pages = "168--175"
}
@inproceedings{zirikly-diab-2015-named,
    title = "Named Entity Recognition for {A}rabic Social Media",
    author = "Zirikly, Ayah  and
      Diab, Mona",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1524/",
    doi = "10.3115/v1/W15-1524",
    pages = "176--185"
}
@inproceedings{conroy-davis-2015-vector,
    title = "Vector Space Models for Scientific Document Summarization",
    author = "Conroy, John  and
      Davis, Sashka",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1525/",
    doi = "10.3115/v1/W15-1525",
    pages = "186--191"
}
@inproceedings{rangarajan-sridhar-2015-unsupervised-topic,
    title = "Unsupervised Topic Modeling for Short Texts Using Distributed Representations of Words",
    author = "Rangarajan Sridhar, Vivek Kumar",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1526/",
    doi = "10.3115/v1/W15-1526",
    pages = "192--200"
}
@inproceedings{liu-inkpen-2015-estimating,
    title = "Estimating User Location in Social Media with Stacked Denoising Auto-encoders",
    author = "Liu, Ji  and
      Inkpen, Diana",
    editor = "Blunsom, Phil  and
      Cohen, Shay  and
      Dhillon, Paramveer  and
      Liang, Percy",
    booktitle = "Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing",
    month = jun,
    year = "2015",
    address = "Denver, Colorado",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/credits/W15-1527/",
    doi = "10.3115/v1/W15-1527",
    pages = "201--210"
}