@inproceedings{mayfield-finin:2012:AKBC-WEKEX,

title = {Evaluating the Quality of a Knowledge Base Populated from Text},

author = {Mayfield, James and Finin, Tim},

url = {http://www.aclweb.org/anthology/W12-3013},

year  = {2012},

date = {2012-06-01},

booktitle = {Proceedings of the NAACL Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction (AKBC-WEKEX)},

pages = {68--73},

publisher = {Association for Computational Linguistics},

address = {Montreal, Canada},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{post2012constructing,

title = {Constructing Parallel Corpora for Six Indian Languages via Crowdsourcing},

author = {Post, Matt and Callison-Burch, Chris and Osborne, Miles},

year  = {2012},

date = {2012-06-01},

booktitle = {Proceedings of the Seventh Workshop on Statistical Machine Translation},

pages = {401--409},

publisher = {Association for Computational Linguistics},

address = {Montr'eal, Canada},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ferraro-vandurme-post:2012:WILS,

title = {Toward Tree Substitution Grammars with Latent Annotations},

author = {Ferraro, Francis and Van Durme, Benjamin and Post, Matt},

year  = {2012},

date = {2012-06-01},

booktitle = {Proceedings of the NAACL-HLT Workshop on the Induction of Linguistic Structure},

pages = {23--30},

publisher = {Association for Computational Linguistics},

address = {Montr'eal, Canada},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{callisonburch-EtAl:2012:WMTb,

title = {Findings of the 2012 Workshop on Statistical Machine Translation},

author = {Callison-Burch, Chris and Koehn, Philipp and Monz, Christof and Post, Matt and Soricut, Radu and Specia, Lucia},

year  = {2012},

date = {2012-06-01},

booktitle = {Proceedings of the Seventh Workshop on Statistical Machine Translation},

pages = {10--51},

publisher = {Association for Computational Linguistics},

address = {Montr'eal, Canada},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{bergsma-post-yarowsky:2012:NAACL-HLT,

title = {Stylometric Analysis of Scientific Articles},

author = {Bergsma, Shane and Post, Matt and Yarowsky, David},

year  = {2012},

date = {2012-06-01},

booktitle = {Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},

pages = {327--337},

publisher = {Association for Computational Linguistics},

address = {Montréal, Canada},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prabhakaran_et_al_lrec2012,

title = {Annotations for Power Relations on Email Threads},

author = {Vinodkumar Prabhakaran and Owen Rambow and Mona Diab},

year  = {2012},

date = {2012-05-01},

booktitle = {Proceedings of the Eighth conference on International Language Resources and Evaluation (LREC'12)},

publisher = {European Language Resources Association (ELRA)},

address = {Istanbul, Turkey},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2012-LREC-Lawrie,

title = {Creating and Curating a Cross-Language Entity Linking Collection},

author = {Lawrie, Dawn and Mayfield, James and McNamee, Paul and Douglas Oard},

url = {http://www.lrec-conf.org/proceedings/lrec2012/pdf/655_Paper.pdf},

year  = {2012},

date = {2012-05-01},

booktitle = {Proceedings of the Eighth international Conference on Language Resources and Evaluation (LREC)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{klementiev-etal:2012:EACL,

title = {Toward Statistical Machine Translation without Parallel Corpora},

author = {Alex Klementiev and Irvine, Ann and Callison-Burch, Chris and Yarowsky, David},

url = {http://cs.jhu.edu/~ccb/publications/toward-statistical-machine-translation-without-parallel-corpora.pdf},

year  = {2012},

date = {2012-04-01},

booktitle = {Proceedings of the 13th Conference of the European Chapter of the Association for computational Linguistics (EACL)},

publisher = {Association for Computational Linguistics},

address = {Avignon, France},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{IrvineMarcellesiZomorodianFrench12,

title = {Digitizing 18th-Century French Literature: Comparing transcription methods for a critical edition text},

author = {Irvine, Ann and Laure Marcellesi and Afra Zomorodian},

url = {http://aclweb.org/anthology//W/W12/W12-2509.pdf},

year  = {2012},

date = {2012-01-01},

booktitle = {Proceedings of the NAACL Workshop on Computational Linguistics for Literature},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{stoyanov-eisner-2012-naacl,

title = {Minimum-Risk Training of Approximate CRF-Based NLP Systems},

author = {Stoyanov, Veselin and Eisner, Jason},

url = {http://cs.jhu.edu/~jason/papers/#stoyanov-eisner-2012-naacl},

year  = {2012},

date = {2012-01-01},

booktitle = {North American Chapter of the Association for Computational Linguistics (NAACL)},

pages = {120--130},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Karakos:2012fk,

title = {Deriving conversation-based features from unlabeled speech for discriminative language modeling},

author = {Karakos, Damianos and Brian Roark and Izhak Shafran and Kenji Sagae and Maider Lehr and Emily Prud'hommeaux and Puyang Xu and Nathan Glenn and Khudanpur, Sanjeev and Murat Saraclar and Dan Bikel and Dredze, Mark and Callison-Burch, Chris and Yuan Cao and Keith Hall and Eva Hasler and Philip Koehn and Lopez, Adam and Post, Matt and Darcey Riley},

url = {http://www.isca-speech.org/archive/interspeech_2012/i12_0202.html},

year  = {2012},

date = {2012-01-01},

booktitle = {International Speech Communication Association (INTERSPEECH)},

abstract = {The perceptron algorithm was used in [1] to estimate discriminative language models which correct errors in the output of ASR systems. In its simplest version, the algorithm simply increases the weight of n-gram features which appear in the correct (oracle) hypothesis and decreases the weight of n-gram features which appear in the 1-best hypothesis. In this paper, we show that the perceptron algorithm can be successfully used in a semi-supervised learning (SSL) framework, where limited amounts of labeled data are available. Our framework has some similarities to graph-based label propagation [2] in the sense that a graph is built based on proximity of unlabeled conversations, and then it is used to propagate confidences (in the form of features) to the labeled data, based on which perceptron trains a discriminative model. The novelty of our approach lies in the fact that the confidence "flows" from the unlabeled data to the labeled data, and not vice-versa, as is done traditionally in SSL. Experiments conducted at the 2011 CLSP Summer Workshop on the conversational telephone speech corpora Dev04f and Eval04f demonstrate the effectiveness of the proposed approach.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{lamb:2012,

title = {Investigating Twitter as a Source for Studying Behavioral Responses to Epidemics},

author = {Alex Lamb and Michael Paul and Dredze, Mark},

url = {http://www.aaai.org/ocs/index.php/FSS/FSS12/paper/view/5571/5856},

year  = {2012},

date = {2012-01-01},

booktitle = {AAAI Fall Symposium on Information Retrieval and Knowledge Discovery in Biomedical Text},

abstract = {We present preliminary results for mining concerned awareness of influenza tweets. We describe our data set construction and experiments with binary classification of data into influenza versus general messages and classification into concerned awareness and existing infection.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{janvan12,

title = {Indexing Raw Acoustic Features for Scalable Zero Resource Search},

author = {Aren Jansen and Van Durme, Benjamin},

url = {http://www.isca-speech.org/archive/interspeech_2012/i12_2466.html},

year  = {2012},

date = {2012-01-01},

booktitle = {International Speech Communication Association (INTERSPEECH)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prabhakaran_et_al_naacl2012,

title = {CLex: A Lexicon for Exploring Color, Concept and Emotion Associations in Language},

author = {Volkova, Svitlana and Bill Dolan and Wilson, Theresa},

year  = {2012},

date = {2012-01-01},

booktitle = {Proceedings of the 13th Conference of the European Chapter of the Association for computational Linguistics (EACL)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Joshi:2012fk,

title = {Multi-Domain Learning: When Do Domains Matter?},

author = {Mahesh Joshi and Dredze, Mark and William W Cohen and Carolyn P Rose},

url = {http://aclweb.org/anthology//D/D12/D12-1119.pdf},

year  = {2012},

date = {2012-01-01},

booktitle = {Empirical Methods in Natural Language Processing (EMNLP)},

abstract = {We present a systematic analysis of existing multi-domain learning approaches with respect to two questions. First, many multi-domain learning algorithms resemble ensemble learning algorithms. (1) Are multi-domain learning improvements the result of ensemble learning effects? Second, these algorithms are traditionally evaluated in a balanced label setting, although in practice many multi-domain settings have domain-specific label biases. When multi-domain learning is applied to these settings, (2) are multi-domain methods improving because they capture domain-specific class biases? An understanding of these two issues presents a clearer idea about where the field has had success in multi-domain learning, and it suggests some important open questions for improving beyond the current state of the art.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{sriram_analysis:2012,

title = {Analysis of Temporal Resolution in Frequency Domain Linear Prediction},

author = {Ganapathy, Sriram and Hynek Hermanksy},

url = {http://www.isca-speech.org/archive/interspeech_2012/i12_1828.html},

year  = {2012},

date = {2012-01-01},

booktitle = {International Speech Communication Association (INTERSPEECH)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Sagae+etal:2012:icassp,

title = {Hallucinated N-Best Lists for Discriminative Labguage Modeling},

author = {Kenji Sagae and Maider Lehr and Emily Prud'hommeaux and Puyang Xu and Nathan Glenn and Karakos, Damianos and Khudanpur, Sanjeev and Brian Roark and Murat Saraclar and Izhak Shafran and Daniel Bikel and Callison-Burch, Chris and Yuan Cao and Keith Hall and Eva Hasler and Philipp Koehn and Lopez, Adam and Post, Matt and Darcey Riley},

url = {http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6289043},

year  = {2012},

date = {2012-01-01},

booktitle = {International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}