@proceedings{ws-2012-joint-automatic,
    title = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3000/"
}
@inproceedings{niepert-etal-2012-towards,
    title = "Towards Distributed {MCMC} Inference in Probabilistic Knowledge Bases",
    author = "Niepert, Mathias  and
      Meilicke, Christian  and
      Stuckenschmidt, Heiner",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3001/",
    pages = "1--6"
}
@inproceedings{dalvi-etal-2012-collectively,
    title = "Collectively Representing Semi-Structured Data from the Web",
    author = "Dalvi, Bhavana  and
      Cohen, William  and
      Callan, Jamie",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3002/",
    pages = "7--12"
}
@inproceedings{saggion-2012-unsupervised,
    title = "Unsupervised Content Discovery from Concise Summaries",
    author = "Saggion, Horacio",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3003/",
    pages = "13--18"
}
@inproceedings{bronzi-etal-2012-automatic,
    title = "Automatic Evaluation of Relation Extraction Systems on Large-scale",
    author = "Bronzi, Mirko  and
      Guo, Zhaochen  and
      Mesquita, Filipe  and
      Barbosa, Denilson  and
      Merialdo, Paolo",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3004/",
    pages = "19--24"
}
@inproceedings{tamang-ji-2012-relabeling,
    title = "Relabeling Distantly Supervised Training Data for Temporal Knowledge Base Population",
    author = "Tamang, Suzanne  and
      Ji, Heng",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3005/",
    pages = "25--30"
}
@inproceedings{li-etal-2012-web,
    title = "Web Based Collection and Comparison of Cognitive Properties in {E}nglish and {C}hinese",
    author = "Li, Bin  and
      Chen, Jiajun  and
      Zhang, Yingjie",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3006/",
    pages = "31--34"
}
@inproceedings{stern-sagot-2012-population,
    title = "Population of a Knowledge Base for News Metadata from Unstructured Text and Web Data",
    author = "Stern, Rosa  and
      Sagot, Beno{\^i}t",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3007/",
    pages = "35--40"
}
@inproceedings{nakashole-weikum-2012-real,
    title = "Real-time Population of Knowledge Bases: Opportunities and Challenges",
    author = "Nakashole, Ndapandula  and
      Weikum, Gerhard",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3008/",
    pages = "41--45"
}
@inproceedings{gardner-2012-adding,
    title = "Adding Distributional Semantics to Knowledge Base Entities through Web-scale Entity Linking",
    author = "Gardner, Matt",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3009/",
    pages = "46--51"
}
@inproceedings{akbik-loser-2012-kraken,
    title = "{K}rake{N}: N-ary Facts in Open Information Extraction",
    author = {Akbik, Alan  and
      L{\"o}ser, Alexander},
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3010/",
    pages = "52--56"
}
@inproceedings{grishman-2012-structural,
    title = "Structural Linguistics and Unsupervised Information Extraction",
    author = "Grishman, Ralph",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3011/",
    pages = "57--61"
}
@inproceedings{stoyanov-etal-2012-context,
    title = "A Context-Aware Approach to Entity Linking",
    author = "Stoyanov, Veselin  and
      Mayfield, James  and
      Xu, Tan  and
      Oard, Douglas  and
      Lawrie, Dawn  and
      Oates, Tim  and
      Finin, Tim",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3012/",
    pages = "62--67"
}
@inproceedings{mayfield-finin-2012-evaluating,
    title = "Evaluating the Quality of a Knowledge Base Populated from Text",
    author = "Mayfield, James  and
      Finin, Tim",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3013/",
    pages = "68--73"
}
@inproceedings{clark-etal-2012-constructing,
    title = "Constructing a Textual {KB} from a Biology {T}ext{B}ook",
    author = "Clark, Peter  and
      Harrison, Phil  and
      Balasubramanian, Niranjan  and
      Etzioni, Oren",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3014/",
    pages = "74--78"
}
@inproceedings{kiddon-domingos-2012-knowledge,
    title = "Knowledge Extraction and Joint Inference Using Tractable {M}arkov {L}ogic",
    author = "Kiddon, Chlo{\'e}  and
      Domingos, Pedro",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3015/",
    pages = "79--83"
}
@inproceedings{lin-etal-2012-entity,
    title = "Entity Linking at Web Scale",
    author = "Lin, Thomas  and
      Mausam  and
      Etzioni, Oren",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3016/",
    pages = "84--88"
}
@inproceedings{wick-etal-2012-human,
    title = "Human-Machine Cooperation: Supporting User Corrections to Automatically Constructed {KB}s",
    author = "Wick, Michael  and
      Schultz, Karl  and
      McCallum, Andrew",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3017/",
    pages = "89--94"
}
@inproceedings{napoles-etal-2012-annotated,
    title = "Annotated {G}igaword",
    author = "Napoles, Courtney  and
      Gormley, Matthew  and
      Van Durme, Benjamin",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3018/",
    pages = "95--100"
}
@inproceedings{balasubramanian-etal-2012-rel,
    title = "Rel-grams: A Probabilistic Model of Relations in Text",
    author = "Balasubramanian, Niranjan  and
      Soderland, Stephen  and
      Mausam  and
      Etzioni, Oren",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3019/",
    pages = "101--105"
}
@inproceedings{wang-etal-2012-automatic,
    title = "Automatic Knowledge Base Construction using Probabilistic Extraction, Deductive Reasoning, and Human Feedback",
    author = "Wang, Daisy Zhe  and
      Chen, Yang  and
      Goldberg, Sean  and
      Grant, Christan  and
      Li, Kun",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3020/",
    pages = "106--110"
}
@inproceedings{singh-etal-2012-monte-carlo,
    title = "{M}onte {C}arlo {MCMC}: Efficient Inference by Sampling Factors",
    author = "Singh, Sameer  and
      Wick, Michael  and
      McCallum, Andrew",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3021/",
    pages = "111--115"
}
@inproceedings{yao-etal-2012-probabilistic,
    title = "Probabilistic Databases of Universal Schema",
    author = "Yao, Limin  and
      Riedel, Sebastian  and
      McCallum, Andrew",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3022/",
    pages = "116--121"
}
@inproceedings{gordon-schubert-2012-using,
    title = "Using Textual Patterns to Learn Expected Event Frequencies",
    author = "Gordon, Jonathan  and
      Schubert, Lenhart",
    editor = "Fan, James  and
      Hoffman, Raphael  and
      Kalyanpur, Aditya  and
      Riedel, Sebastian  and
      Suchanek, Fabian  and
      Talukdar, Partha Pratim",
    booktitle = "Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})",
    month = jun,
    year = "2012",
    address = "Montr{\'e}al, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W12-3023/",
    pages = "122--127"
}