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Submissions from 2011

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OOV Detection and Recovery using Hybrid Models with Different Fragments, Long Qin, Ming Sun, and Alexander I. Rudnicky

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Statistical Source Expansion for Question Answering, Nico Schlaefer

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Detection of Internet Scam Using Logistic Regression, Mehrbod Sharifi, Eugene Fink, and Jaime G. Carbonell

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SmartNotes: Application of Crowdsourcing to the Detection of Web Threats, Mehrbod Sharifi, Eugene Fink, and Jaime G. Carbonell

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Parallelization Strategies for a Dynamic Lexical Tree Decoder, Matthias Vogelgesang and Florian Metze

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The Sample Complexity of Self-Verifying Bayesian Active Learning, Liu Yang, Steve Hanneke, and Jaime G. Carbonell

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Predicting a Scientific Community’s Response to an Article, Dani Yogatama, Michael Heliman, Brendan O'Connor, Chris Dyer, Bryan R. Routledge, and Noah A. Smith

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How to Make Manual Conjunctive Normal Form Queries Work in Patents Search, Le Zhao and Jamie Callan

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Virus interactions with human signal transduction pathways., Zhongming Zhao, Junfeng Xia, Oznur Tastan, Irtisha Singh, Meghana Kshirsagar, Jaime G. Carbonell, and Judith Klein-Seetharaman

Submissions from 2010

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The Impact of Arabic Morphological Segmentation on Broad-coverage English-to-Arabic Statistical Machine Translation, Hassan Al-Haj and Alon Lavie

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SEMAFOR: Frame Argument Resolution with Log-Linear Models, Desai Chen, Nathan Schneider, Dipanjan Das, and Noah A. Smith

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Learning Preferences with Millions of Parameters by Enforcing Sparsity, Xi Chen, Bing Bai, Yanjun Qi, Qihang Lin, and Jaime G. Carbonell

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LoonyBin: Keeping Language Technologists Sane through Automated Management of Experimental (Hyper)Workflows, Jonathan H. Clark and Alon Lavie

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The Machine Translation Toolpack for LoonyBin: Automated Management of Experimental Machine Translation HyperWorkflows, Jonathan H. Clark, Jonathan Weese, Byung Gyu Ahn, Andreas Zollmann, Qin Gao, Kenneth Heafield, and Alon Lavie

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Variational Inference for Adaptor Grammars, Shay B. Cohen, David Blei, and Noah A. Smith

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Covariance in Unsupervised Learning of Probabilistic Grammars, Shay B. Cohen and Noah A. Smith

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Empirical Risk Minimization with Approximations of Probabilistic Grammars, Shay B. Cohen and Noah A. Smith

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Viterbi Training for PCFGs: Hardness Results and Competitiveness of Uniform Initialization, Shay B. Cohen and Noah A. Smith

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Probabilistic Frame-Semantic Parsing, Dipanjan Das, Nathan Schneider, Desai Chen, and Noah A. Smith

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Choosing the Right Evaluation for Machine Translation: an Examination of Annotator and Automatic Metric Performance on Human Judgment Tasks, Michael Denkowski and Alon Lavie

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Compression of Time Series by Extracting Major Extrema, Eugene Fink and Harith Suman Gandhi

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Monolingual Distributional Profiles for Word Substitution in Machine Translation, Rashmi Gangadharaiah, Ralf D. Brown, and Jaime G. Carbonell

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Distributed Asynchronous Online Learning for Natural Language Processing, Kevin Gimpel, Dipanjan Das, and Noah A. Smith

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Softmax-Margin CRFs: Training Log-Linear Models with Cost Functions, Kevin Gimpel and Noah A. Smith

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Active Learning for Multi-Task Adaptive Filtering, Abhay Harpale and Yiming Yang

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Voting on N-grams for Machine Translation System Combination, Kenneth Heafield and Alon Lavie

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Good Question! Statistical Ranking for Question Generation, Michael Heilman and Noah A. Smith

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Rating Computer-Generated Questions with Mechanical Turk, Michael Heilman and Noah A. Smith

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Tree Edit Models for Recognizing Textual Entailments, Paraphrases, and Answers to Questions, Michael Heilman and Noah A. Smith

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Improvements to Generalized Discriminative Feature Transformation for Speech Recognition, Roger Hsaio, Florian Metze, and Tanja Schultz

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Movie Reviews and Revenues: An Experiment in Text Regression, Mahesh Joshi, Dipanjan Das, Kevin Gimpel, and Noah A. Smith

Active Ordering of Interactive Prediction Tasks, Abhimanyu Lad and Yiming Yang

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Informedia @ TRECVID 2010, Huan Li, Lei Bao, Arnold Overwijk, Wei Liu, Long-Fei Zhang, Shoou-I Yu, Ming-Yu Chen, Florian Metze, and Alexander Hauptmann

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Aggressive Online Learning of Structured Classifiers, Andre F.T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A. T. Figueiredo, and Pedro M.Q. Aguiar

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Augmenting Dual Decomposition for MAP Inference, Andre F.T. Martins, Noah A. Smith, Eric P. Xing, Pedro M.Q. Aguiar, and Mario A. T. Figueiredo

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Emotion Recognition using Imperfect Speech Recognition, Florian Metze, Anton Batliner, Florian Eyben, Tim Polzehl, Bjorn Schuller, and Stefan Steidl

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The 2010 CMU GALE Speech-to-Text System, Florian Metze, Roger Hsiao, Qin Jin, Udhyakumar Nallasamy, and Tanja Schultz

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Using Variable Decoding Weight for Language Model in Statistical Machine Translation, Behrang Mohit, Rebecca Hwa, and Alon Lavie

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Combination of evidence for effective web search, Dong Nguyen and Jamie Callan

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Nonparametric Word Segmentation for Machine Translation, ThuyLinh Nguyen, Stephan Vogel, and Noah A. Smith

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Discovering Demographic Language Variation, Brendan O'Connor, Jacob Eisenstein, Eric P. Xing, and Noah A. Smith

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Automatically assessing acoustic manifestations of personality in speech, Tim Polzehl, Sebastian Moller, and Florian Metze

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Automatically Assessing Personality from Speech, Tim Polzehl, Sebastian Moller, and Florian Metze

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Approaching Multi-Lingual Emotion Recognition from Speech - On Language Dependency of Acoustic/Prosodic Features for Anger Detection, Tim Polzehl, Alexander Schmitt, and Florian Metze

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Salient Features for Anger Recognition in German and English IVR Portals, Tim Polzehl, Alexander Schmitt, and Florian Metze

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Analysis of Gender Normalization using MLP and VTLN Features, Thomas Schaaf and Florian Metze

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Visualizing Topical Quotations Over Time to Understand News Discourse, Nathan Schneider, Rebecca Hwa, Philip Gianfortoni, Dipanjan Das, Michael Heilman, Alan Black, Frederick L. Crabbe, and Noah A. Smith

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Late fusion of individual engines for improved recognition of negative emotion in speech - learning vs. democratic vote, Bjorn Schuller, Florian Metze, Stefan Steidl, Anton Batliner, Florian Eyben, and Tim Polzehl

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Learning of Personalized Security Settings, Mehrbod Sharifi, Eugene Fink, and Jaime G. Carbonell

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Text-Driven Forecasting, Noah A. Smith

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Shedding (a Thousand Points of) Light on Biased Language, Tae Yano, Tae Resnik, and Noah A. Smith

Submissions from 2009

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Accelerated Gradient Method for Multi-Task Sparse Learning Problem, Xi Chen, Weike Pan, James T. Kwok, and Jaime G. Carbonell

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Formulating Simple Structured Queries using Temporal and Distributional Cues in Patents, Le Zhao and Jamie Callan