@inproceedings{Paul:2015la,

title = {Worldwide Influenza Surveillance through Twitter},

author = {Michael Paul and Dredze, Mark and David Broniatowski and Nicholas Generous},

year  = {2015},

date = {2015-01-01},

booktitle = {AAAI Workshop on the World Wide Web and Public Health Intelligence},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Kumar:2015dq,

title = {Discovering Links between Reports of Celebrity Suicides and Suicidal Ideation from Social Media},

author = {Mrinal Kumar and Dredze, Mark and Coppersmith, Glen and Munmun Choudhury},

year  = {2015},

date = {2015-01-01},

booktitle = {NAACL Workshop on Computational Linguistics and Clinical Psychology},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Smith:2015mz,

title = {Tracking Public Awareness of Influenza through Twitter},

author = {Michael Smith and David Broniatowski and Michael Paul and Dredze, Mark},

year  = {2015},

date = {2015-01-01},

booktitle = {3rd International Conference on Digital Disease Detection (DDD)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Benton:2015qq,

title = {Entity Linking for Spoken Language},

author = {Adrian Benton and Dredze, Mark},

url = {http://aclweb.org/anthology/N/N15/N15-1024.pdf},

year  = {2015},

date = {2015-01-01},

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

abstract = {Research on entity linking has considered a broad range of text, including newswire, blogs and web documents in multiple languages. However, the problem of entity linking for spoken language remains unexplored. Spoken language obtained from automatic speech recognition systems poses different types of challenges for entity linking; transcription errors can distort the context, and named entities tend to have high error rates. We propose features to mitigate these errors and evaluate the impact of ASR errors on entity linking using a new corpus of entity linked broadcast news transcripts.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Gormley:2015ly,

title = {Improved Relation Extraction with Feature-Rich Compositional Embedding Models},

author = {Gormley, Matt and Mo Yu and Dredze, Mark},

year  = {2015},

date = {2015-01-01},

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

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Peng:2015db,

title = {An Empirical Study of Chinese Name Matching and Applications},

author = {Nanyun Peng and Mo Yu and Dredze, Mark},

year  = {2015},

date = {2015-01-01},

booktitle = {Association for Computational Linguistics (ACL) (short paper)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Kumar:2015sf,

title = {Shifts in Suicidal Ideation Manifested in Social Media Following Celebrity Suicides},

author = {Mrinal Kumar and Dredze, Mark and Coppersmith, Glen and Munmun Choudhury},

year  = {2015},

date = {2015-01-01},

booktitle = {Conference on Hypertext and Social Media},

abstract = {The Werther effect describes the increased rate of completed or attempted suicides following the depiction of an individual's suicide in the media, typically a celebrity. We present findings on the prevalence of this effect in an online platform: r/SuicideWatch on Reddit. We examine both the posting activity and post content after the death of ten high-profile suicides. Posting activity increases following reports of celebrity suicides, and post content exhibits considerable changes that indicate increased suicidal ideation. Specifically, we observe that post-celebrity suicide content is more likely to be inward focused, manifest decreased social concerns, and laden with greater anxiety, anger, and negative emotion. Topic model analysis further reveals content in this period to switch to a more derogatory tone that bears evidence of self-harm and suicidal tendencies. We discuss the implications of our findings in enabling better community support to psychologically vulnerable populations, and the potential of building suicide prevention interventions following high-profile suicides.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Peng:2015yf,

title = {A Chinese Concrete NLP Pipeline},

author = {Nanyun Peng and Francis Ferraro and Mo Yu and Andrews, Nicholas and Jay DeYoung and Max Thomas and Gormley, Matt and Wolfe, Travis and Harman, Craig and Van Durme, Benjamin and Dredze, Mark},

url = {http://aclweb.org/anthology/N/N15/N15-3018.pdf},

year  = {2015},

date = {2015-01-01},

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

abstract = {Natural language processing research increasingly relies on the output of a variety of syntactic and semantic analytics. Yet integrating output from multiple analytics into a single framework can be time consuming and slow research progress. We present a CONCRETE Chinese NLP Pipeline: an NLP stack built using a series of open source systems integrated based on the CONCRETE data schema. Our pipeline includes data ingest, word segmentation, part of speech tagging, parsing, named entity recognition, relation extraction and cross document coreference resolution. Additionally, we integrate a tool for visualizing these annotations as well as allowing for the manual annotation of new data. We release our pipeline to the research community to facilitate work on Chinese language tasks that require rich linguistic annotations.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Yu:2015rt,

title = {Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction},

author = {Mo Yu and Gormley, Matt and Dredze, Mark},

year  = {2015},

date = {2015-01-01},

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

abstract = {Compositional embedding models build a representation for a linguistic structure based on its component word embeddings. While recent work has combined these word embeddings with hand crafted features for improved performance, it was restricted to a small number of features due to model complexity, thus limiting its applicability. We propose a new model that conjoins features and word embeddings while maintaining a small number of parameters by learning feature embeddings jointly with the parameters of a compositional model. The result is a method that can scale to more features and more labels, while avoiding overfitting. We demonstrate that our model attains state-of-the-art results on ACE and ERE fine-grained relation extraction.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{volkova-vandurme:2015:AAAI,

title = {Online Bayesian Models for Personal Analytics in Social Media},

author = {Volkova, Svitlana and Van Durme, Benjamin},

year  = {2015},

date = {2015-01-01},

booktitle = {Proceedings of the Twenty-Ninth Conference on Artificial Intelligence (AAAI)},

address = {Austin, TX},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Coppersmith:2015eu,

title = {CLPsych 2015 Shared Task: Depression and PTSD on Twitter},

author = {Coppersmith, Glen and Dredze, Mark and Harman, Craig and Kristy Hollingshead and Mitchell, Margaret},

year  = {2015},

date = {2015-01-01},

booktitle = {NAACL Workshop on Computational Linguistics and Clinical Psychology},

abstract = {This paper presents a summary of the Computational Linguistics and Clinical Psychology (CLPsych) 2015 shared and unshared tasks. These tasks aimed to provide apples-to-apples comparisons of various approaches to modeling language relevant to mental health from social media. The data used for these tasks is from Twitter users who state a diagnosis of depression or post traumatic stress disorder (PTSD) and demographically-matched community controls. The unshared task was a hackathon held at Johns Hopkins University in November 2014 to explore the data, and the shared task was conducted remotely, with each participating team submitted scores for a held-back test set of users. The shared task consisted of three binary classification experiments: (1) depression versus control, (2) PTSD versus control, and (3) depression versus PTSD. Classifiers were compared primarily via their average precision, though a number of other metrics are used along with this to allow a more nuanced interpretation of the performance measures.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Lyzinski_Sell_Jansen_2015A,

title = {An Evaluation of Graph Clustering Methods for Unsupervised Term Discovery},

author = {Vince Lyzinski and Gregory Sell and Aren Jansen},

url = {https://hltcoe.jhu.edu/wp-content/uploads/2016/10/Lyzinski_Sell_Jansen_2015A.pdf},

year  = {2015},

date = {2015-01-01},

booktitle = {Proceedings of Interspeech},

abstract = {Unsupervised term discovery (UTD) is the task of automatically identifying the repeated words and phrases in a collection of speech audio without relying on any language-specific resources. While the solution space for the task is far from fully explored, the dominant approach to date decomposes the discovery problem into two steps, where (i) segmental dynamic time warping is used to search the speech audio for repeated acoustic patterns, and (ii) these individual repetitions are partitioned into word/phrase categories using graph clustering. In this paper, we perform an unprecedented evaluation of a wide range of advanced graph clustering methods for the UTD task. We conduct our study in the evaluation framework of the Zero Resource Speech Challenge. We find that, for a range of features and languages, modularity-based clustering improves UTD performance most consistently, often by a wide margin. When paired with out-of-language deep neural net bottleneck features, we find performance near that of a high-resource UTD system.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{volkova-yarowsky:2014,

title = {Improving Gender Prediction of Social Media Users via Weighted Annotator Rationales},

author = {Volkova, Svitlana and Yarowsky, David},

year  = {2014},

date = {2014-12-01},

booktitle = {NIPS 2014 Workshop on Personalization: Methods and Applications},

address = {Montreal, Canada},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{bojar-EtAl:2014:W14-33b,

title = {Findings of the 2014 Workshop on Statistical Machine Translation},

author = {Bojar, Ondrej and Buck, Christian and Federmann, Christian and Haddow, Barry and Koehn, Philipp and Leveling, Johannes and Monz, Christof and Pecina, Pavel and Post, Matt and Saint-Amand, Herve and Soricut, Radu and Specia, Lucia and Tamchyna, Aleš},

year  = {2014},

date = {2014-06-01},

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

pages = {12--58},

publisher = {Association for Computational Linguistics},

address = {Baltimore, Maryland, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{sakaguchi2014efficientb,

title = {Efficient Elicitation of Annotations for Human Evaluation of Machine Translation},

author = {Sakaguchi, Keisuke and Post, Matt and Van Durme, Benjamin},

year  = {2014},

date = {2014-06-01},

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

publisher = {Association for Computational Linguistics},

address = {Baltimore, Maryland},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{b,

title = {Attributes in Visual Object Reference},

author = {Mitchell, Margaret and Kees van Deemter and Ehud Reiter},

url = {http://pre2013.uvt.nl/pdf/mitchell-reiter-vandeemter.pdf},

year  = {2013},

date = {2013-01-01},

booktitle = {PRE-CogSci},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{yao1-EtAl:2013:ACL,

title = {Automatic Coupling of Answer Extraction and Information Retrieval},

author = {Xuchen Yao and Van Durme, Benjamin and Peter Clark},

url = {http://aclweb.org/anthology//P/P13/P13-2029.pdf},

year  = {2013},

date = {2013-01-01},

booktitle = {Association for Computational Linguistics (ACL)},

publisher = {Association for Computational Linguistics},

address = {Sofia, Bulgaria},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{b,

title = {Supervised Bilingual Lexicon Induction with Multiple Monolingual Signals},

author = {Irvine, Ann and Callison-Burch, Chris},

url = {http://aclweb.org/anthology//N/N13/N13-1056.pdf},

year  = {2013},

date = {2013-01-01},

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

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Volkova_2013_ACL,

title = {Lightly Supervised Learning of Procedural Dialog Systems},

author = {Volkova, Svitlana and Pallavi Choudhury and Chris Quirk and Bill Dolan and Luke Zettlemoyer},

url = {http://aclweb.org/anthology//P/P13/P13-1164.pdf},

year  = {2013},

date = {2013-01-01},

booktitle = {Association for Computational Linguistics (ACL)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gormley-eisner:2013,

title = {Nonconvex Global Optimization for Latent Variable Models},

author = {Matthew R. Gormley and Eisner, Jason},

url = {http://aclweb.org/anthology//P/P13/P13-1044.pdf},

year  = {2013},

date = {2013-01-01},

booktitle = {Association for Computational Linguistics (ACL)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{joshi:2013,

title = {What's in a Domain? Multi-Domain Learning for Multi-Attribute Data},

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

url = {http://aclweb.org/anthology/N/N13/N13-1080.pdf},

year  = {2013},

date = {2013-01-01},

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

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prabhakaran-EtAl:2012:ExProM,

title = {Statistical Modality Tagging from Rule-based Annotations and Crowdsourcing},

author = {Vinodkumar Prabhakaran and Bloodgood, Michael and Mona Diab and Dorr, Bonnie and Lori Levin and Christine D. Piatko and Owen Rambow and Van Durme, Benjamin},

url = {https://hltcoe.jhu.edu/wp-content/uploads/2016/11/909_slides.pdf},

year  = {2012},

date = {2012-07-01},

booktitle = {Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics},

pages = {57--64},

publisher = {Association for Computational Linguistics},

address = {Jeju, Republic of Korea},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prabhakaran:2012:SRW,

title = {Detecting Power Relations from Written Dialog},

author = {Vinodkumar Prabhakaran},

url = {http://www.aclweb.org/anthology/W12-3302},

year  = {2012},

date = {2012-07-01},

booktitle = {Proceedings of ACL 2012 Student Research Workshop},

pages = {7--12},

publisher = {Association for Computational Linguistics},

address = {Jeju Island, Korea},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prabhakaran-EtAl:2012:ExProMb,

title = {Statistical Modality Tagging from Rule-based Annotations and Crowdsourcing},

author = {Vinodkumar Prabhakaran and Bloodgood, Michael and Mona Diab and Dorr, Bonnie and Lori Levin and Christine D. Piatko and Owen Rambow and Van Durme, Benjamin},

url = {http://www.aclweb.org/anthology/W12-3807},

year  = {2012},

date = {2012-07-01},

booktitle = {Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics},

pages = {57--64},

publisher = {Association for Computational Linguistics},

address = {Jeju, Republic of Korea},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Zbib-etal:2012:NAACL,

title = {Machine Translation of Arabic Dialects},

author = {Rabih Zbib and Erika Malchiodi and Jacob Devlin and David Stallard and Spyros Matsoukas and Richard Schwartz and John Makhoul and Omar Zaidan and Callison-Burch, Chris},

url = {http://cs.jhu.edu/~ccb/publications/machine-translation-of-arabic-dialects.pdf},

year  = {2012},

date = {2012-06-01},

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

publisher = {Association for Computational Linguistics},

address = {Montreal},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{bergsma2012lid,

title = {Language Identification for Creating Language-Specific Twitter Collections},

author = {Bergsma, Shane and McNamee, Paul and Mossaab Bagdouri and Clay Fink and Wilson, Theresa},

url = {http://aclweb.org/anthology//W/W12/W12-2108.pdf},

year  = {2012},

date = {2012-06-01},

booktitle = {Workshop on Language and Social Media at the Annual Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL)},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{stoyanov-EtAl:2012:AKBC-WEKEX,

title = {A Context-Aware Approach to Entity Linking},

author = {Stoyanov, Veselin and James Xu and Douglas Oard and Lawrie, Dawn and Tim Oates and Finin, Tim},

url = {http://www.aclweb.org/anthology/W12-3012},

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 = {62--67},

publisher = {Association for Computational Linguistics},

address = {Montreal, Canada},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{callisonburch-EtAl:2012:WMT,

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

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

url = {http://cs.jhu.edu/~ccb/publications/findings-of-the-wmt12-shared-tasks.pdf},

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 = {Montreal, Canada},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ganitkevitch-EtAl:2012:WMT,

title = {Joshua 4.0: Packing, PRO, and Paraphrases},

author = {Juri Ganitkevitch and Yuan Cao and Jonathan Weese and Post, Matt and Callison-Burch, Chris},

url = {http://cs.jhu.edu/~ccb/publications/joshua-4.0.pdf},

year  = {2012},

date = {2012-06-01},

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

pages = {283--291},

publisher = {Association for Computational Linguistics},

address = {Montreal, Canada},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Ganitkevitch-etal:2012:StarSEM,

title = {Monolingual Distributional Similarity for Text-to-Text Generation},

author = {Juri Ganitkevitch and Van Durme, Benjamin and Callison-Burch, Chris},

url = {http://cs.jhu.edu/~ccb/publications/monolingual-distributional-similarity-for-text-to-text-generation.pdf},

year  = {2012},

date = {2012-06-01},

booktitle = {*SEM First Joint Conference on Lexical and Computational Semantics},

publisher = {Association for Computational Linguistics},

address = {Montreal},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{post-callisonburch-osborne:2012:WMT,

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

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

url = {http://www.aclweb.org/anthology/W12-3152},

year  = {2012},

date = {2012-06-01},

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

pages = {401--409},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{weese-callisonburch-lopez:2012:WMT,

title = {Using Categorial Grammar to Label Translation Rules},

author = {Jonathan Weese and Callison-Burch, Chris and Lopez, Adam},

url = {http://aclweb.org/anthology//W/W12/W12-3127.pdf},

year  = {2012},

date = {2012-06-01},

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

pages = {222--231},

publisher = {Association for Computational Linguistics},

address = {Montreal, Canada},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prabhakaran_et_al_naacl2012b,

title = {Predicting Overt Display of Power in Written Dialogs},

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

year  = {2012},

date = {2012-06-01},

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

publisher = {Association for Computational Linguistics},

address = {Montreal, Canada},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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}

}

@inproceedings{Green:2012uq,

title = {Entity Clustering Across Languages},

author = {Spence Green and Andrews, Nicholas and Matthew Gormley and Dredze, Mark and Christopher Manning},

url = {http://aclweb.org/anthology/N/N12/N12-1007.pdf},

year  = {2012},

date = {2012-01-01},

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

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Crammer:2012fk,

title = {New H-∞Bounds for the Recursive Least Squares Algorithm Exploiting Input Structure},

author = {Koby Crammer and Alex Kulesza and Dredze, Mark},

url = {http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6288304},

year  = {2012},

date = {2012-01-01},

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

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Lopez:2012:wmt,

title = {Putting Human Assessments of Machine Translation Systems in Order},

author = {Lopez, Adam},

url = {http://aclweb.org/anthology//W/W12/W12-3101.pdf},

year  = {2012},

date = {2012-01-01},

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

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Passarella:2012fk,

title = {Twitter as a Source for Learning about Patient Safety Events},

author = {Ralph Passarella and Atul Nakhasi and Sarah Bell and Michael Paul and Peter Pronovost and Dredze, Mark},

url = {http://knowledge.amia.org/amia-55142-a2012a-1.636547/t-006-1.640361/f-001-1.640362/a-255-1.640447/an-255-1.640449},

year  = {2012},

date = {2012-01-01},

booktitle = {Annual Symposium of the American Medical Informatics Association (AMIA)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{IrvineWeeseCallisonburchSMS12,

title = {Processing Informal, Romanized Pakistani Text Messages},

author = {Irvine, Ann and Jonathan Weese and Callison-Burch, Chris},

url = {http://aclweb.org/anthology//W/W12/W12-2109.pdf},

year  = {2012},

date = {2012-01-01},

booktitle = {Proceedings of the NAACL Workshop on Language in Social Media},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}