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Submissions from 2016

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Videos from the 2013 Boston Marathon: An Event Reconstruction Dataset for Synchronization and Localization, Jia Chen, Junwei Liang, Han Lu, Shoou-I Yu, and Alexander Hauptmann

Submissions from 2015

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Computational Characterization of Transient Strain-Transcending Immunity against Influenza A, David C. Farrow, Donald S. Burke, and Roni Rosenfeld

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Retrofitting Word Vectors to Semantic Lexicons, Manaal Faruqui, Jesse Dodge, Sujay Kumar Jauhar, Chris Dyer, Eduard Hovy, and Noah A. Smith

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Transforming Dependencies into Phrase Structures, Lingpeng Kong, Alexander M. Rush, and Noah A. Smith

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Toward Abstractive Summarization Using Semantic Representations, Fei Liu, Jeffrey Flanigan, Sam Thomson, Norman Sadeh, and Noah A. Smith

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AD3 : Alternating Directions Dual Decomposition for MAP Inference in Graphical Models, Andre F.T. Martins, Mario A. T. Figueiredo, Pedro M.Q. Aguiar, Noah A. Smith, and Eric P. Xing

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Modeling User Arguments, Interactions, and Attributes for Stance Prediction in Online Debate Forums, Minghui Qui, Yanchuan Sim, Noah A. Smith, and Jing Jiang

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A Corpus and Model Integrating Multiword Expressions and Supersenses, Nathan Schneider and Noah A. Smith

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Learning Word Representations with Hierarchical Sparse Coding, Dani Yogatama, Manaal Faruqui, Chris Dyer, and Noah A. Smith

Submissions from 2014

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Conditional Random Field Autoencoders for Unsupervised Structured Prediction, Waleed Ammar, Chris Dyer, and Noah A. Smith

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Query-by-Example Spoken Term Detection Evaluation on Low-Resource Languages, Xavier Anguera, Luis J. Rodriguez-Fuentes, Igor Szoke, Andi Buzo, Florian Metze, and Mikel Penagarikano

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Query-by-Example Spoken Term Detection on Multilingual Unconstrained Speech, Xavier Anguera, Luis J. Rodriguez-Fuentes, Igor Szoke, Andi Buzo, Florian Metze, and Mikel Penagarikano

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Continuous Conditional Neural Fields for Structured Regression, Tadas Baltrusaitis, Peter Robinson, and Louis-Phillipe Morency

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Distributed Representations of Geographically Situated Language, David Bamman, Chris Dyer, and Noah A. Smith

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Learning Latent Personas of Film Characters, David Bamman, Brendan O'Connor, and Noah A. Smith

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Automatic Classification of Communicative Functions of Definiteness, Archna Bhatia, Chu-Cheng Lin, Nathan Schneider, Yulia Tsvetkov, Fatima Talib Al-Raisi, Laleh Roostapour, Jordan Bender, Abhimanu Kumar, Lori Levin, Mandy Simons, and Chris Dyer

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A Unified Annotation Scheme for the Semantic/Pragmatic Components of Definiteness, Archna Bhatia, Mandy Simons, Lori Levin, Yulia Tsvetkov, Chris Dyer, and Jordan Bender

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Tracking the Development of Media Frames within and across Policy Issues, Amber E. Boydstun, Dallas Card, Justin Gross, Paul Resnick, and Noah A. Smith

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Combination of FST and CN Search in Spoken Term Detection, Justin Chiu, Yun Wang, Jan Trmal, Daniel Povey, Guoguo Chen, and Alexander I. Rudnicky

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Locally Non-Linear Learning for Statistical Machine Translation via Discretization and Structured Regularization, Jonathan H. Clark, Chris Dyer, and Alon Lavie

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A multisensory non-invasive system for laughter analysis, Sarah Cosentino, Susanne Burger, Lara Martin, Florian Metze, Tatsuhiro Kishi, Kenji Hashimoto, Salvatore Sessa, Massimiliano Zecca, and Atsuo Takanishi

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Frame-Semantic Parsing, Dipanjan Das, Desai Chen, Andre F.T. Martins, Nathan Schneider, and Noah A. Smith

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Improving Vector Space Word Representations Using Multilingual Correlation, Manaal Faruqui and Chris Dyer

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A Discriminative Graph-Based Parser for the Abstract Meaning Representation, Jeffrey Flanigan, Sam Thomson, Jaime G. Carbonell, Chris Dyer, and Noah A. Smith

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Neural Network Language Models for Low Resource Languages, Ankur Gandhe, Florian Metze, and Ian Lane

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Optimization of Neural Network Language Models for keyword search, Ankur Gandhe, Florian Metze, Alex Waibel, and Ian Lane

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Weakly-Supervised Bayesian Learning of a CCG Supertagger, Dan Garrette, Chris Dyer, Jason Baldridge, and Noah A. Smith

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Phrase Dependency Machine Translation with Quasi-Synchronous Tree-to-Tree Features, Kevin Gimpel and Noah A. Smith

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Transformation-based Probabilistic Clustering with Supervision, Siddarth Gopal and Yiming Yang

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Von Mises-Fisher Clustering Models, Siddarth Gopal and Yiming Yang

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Narrative framing of consumer sentiment in online restaurant reviews, Dan Jurafsky, Victor Chahuneau, Bryan R. Routledge, and Noah A. Smith

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A Dependency Parser for Tweets, Lingpeng Kong, Nathan Schneider, Swabha Swayamdipta, Archna Bhatia, Chris Dyer, and Noah A. Smith

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An Empirical Comparison of Parsing Methods for Stanford Dependencies, Lingpeng Kong and Noah A. Smith

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Leveraging Heterogeneous Data Sources for Relational Semantic Parsing, Meghana Kshirsagar, Nathan Schneider, and Chris Dyer

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Cognitive Demand and Cognitive Effort in Post-Editing, Isabel Lacruz, Michael Denkowski, and Alon Lavie

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Influence Propagation: Patterns, Model and a Case Study, Yibin Lin, Agha Ali Raza, Jay Yoon Lee, Danai Koutra, Roni Rosenfeld, and Christos Faloutsos

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A Step Towards Usable Privacy Policy: Automatic Alignment of Privacy Statements, Fei Liu, Rohan Ramanath, Norman Sadeh, and Noah A. Smith

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A methodology for using crowdsourced data to measure uncertainty in natural speech, Lara Martin, Matthew Stone, Florian Metze, and Jack Mostow

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Tree Transduction Tools for Cdec, Austin Matthews, Paul Baltescu, Phil Blunsom, Alon Lavie, and Chris Dyer

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Improved audio features for large-scale multimedia event detection, Florian Metze, Shourabh Rawat, and Yipei Wang

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Improvements to speaker adaptive training of deep neural networks, Yajie Miao, Lu Jiang, Justin Chiu, Hao Zhang, and Florian Metze

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Improving Language-Universal Feature Extraction with Deep Maxout and Convolutional Neural Networks, Yajie Miao and Florian Metze

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Distributed Learning of Multilingual DNN Feature Extractors using GPUs, Yajie Miao, Hao Zhang, and Florian Metze

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Towards Speaker Adaptive Training of Deep Neural Network Acoustic Models, Yajie Miao, Hao Zhang, and Florian Metze

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Simplified Dependency Annotations with GFL-Web, Michael T. Mordowanec, Nathan Schneider, Chris Dyer, and Noah A. Smith

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Knowledge Acquisition Strategies for Goal-Oriented Dialog Systems, Aasish K. Pappu and Alexander I. Rudnicky

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Learning Situated Knowledge Bases through Dialog, Aasish K. Pappu and Alexander I. Rudnicky

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The Speech Recognition Virtual Kitchen: Launch Party, Andrew Plummer, Eric Riebling, Anuj Kumar, Florian Metze, Eric Fosler-Lussier, and Rebecca Bates

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Building a Vocabulary Self-Learning Speech Recognition System, Long Qin and Alexander I. Rudnicky

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Unsupervised Alignment of Privacy Policies using Hidden Markov Models, Rohan Ramanath, Fei Liu, Norman Sadeh, and Noah A. Smith

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Comprehensive Annotation of Multiword Expressions in a Social Web Corpus, Nathan Schneider, Spencer Onuffer, Nora Kazour, Emily Danchik, Michael T. Mordowanec, Henrietta Conrad, and Noah A. Smith

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CMU: Arc-Factored, Discriminative Semantic Dependency Parsing, Sam Thompson, Brendan O'Connor, Jeffrey Flanigan, David Bamman, Jesse Dodge, Swabha Swayamdipta, Nathan Schneider, Chris Dyer, and Noah A. Smith

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A keyword search system using open source software, Jan Trmal, Guoguo Chen, Dan Povey, Sanjeev Khudanpur, Pegah Ghahremani, Xiaohui Zhang, Vimal Manohar, Chunxi Liu, Aren Jansen, Dietrich Klakow, David Yarowsky, and Florian Metze

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Augmenting Translation Models with Simulated Acoustic Confusions for Improved Spoken Language Translation, Yulia Tsvetkov, Florian Metze, and Chris Dyer

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Augmenting English Adjective Senses with Supersenses, Yulia Tsvetkov, Nathan Schneider, Dirk Hovy, Archna Bhatia, Manaal Faruqui, and Chris Dyer

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Exploring audio semantic concepts for event-based video retrieval, Yipei Wang, Shourabh Rawat, and Florian Metze

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Semi-automatic audio semantic concept discovery for multimedia retrieval, Yipei Wang, Shourabh Rawat, and Florian Metze

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An In-Depth Comparison of Keyword Specific Thresholding and Sum-to-One Score Normalization, Yun Wang and Florian Metze

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Modelling Psychological Needs for User-dependent Contextual Suggestion, Di Xu and Jamie Callan

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Towards a Simple and Efficient Web Search Framework, Di Xu and Jamie Callan

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Word-based Probabilistic Phonetic Retrieval for Low-resource Spoken Term Detection, Di Xu and Florian Metze

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EM-based Phoneme Confusion Matrix Generation for Low-resource Spoken Term Detection, Di Xu, Yun Wang, and Florian Metze

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Linguistic Structured Sparsity in Text Categorization, Dani Yogatama and Noah A. Smith

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Making the Most of Bag of Words: Sentence Regularization with Alternating Direction Method of Multipliers, Dani Yogatama and Noah A. Smith

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Saddle Points and Accelerated Perceptron Algorithms, Adams Wei Yu, Fatma Kilinc-Karzan, and Jaime G. Carbonell

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Dual Subtitles as Parallel Corpora, Shikun Zhang, Wang Ling, and Chris Dyer

Submissions from 2013

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The Spoken Web Search Task, Xavier Anguera, Florian Metze, Andi Buzo, Igor Szoke, and Luis J. Rodriguez-Fuentes

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Inferring Social Rank in an Old Assyrian Trade Network, David Bamman, Adam Anderson, and Noah A. Smith

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New Alignment Methods for Discriminative Book Summarization, David Bamman and Noah A. Smith

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Translating into Morphologically Rich Languages with Synthetic Phrases, Victor Chahuneau, Eva Schlinger, Noah A. Smith, and Chris Dyer

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Knowledge-Rich Morphological Priors for Bayesian Language Models, Victor Chahuneau, Noah A. Smith, and Chris Dyer

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Multi-Layer Mutually Reinforced Random Walk with Hidden Parameters for Improved Multi-Party Meeting Summarization, Yun-Nung Chen and Florian Metze

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An empirical investigation of sparse log-linear models for improved dialogue act classification, Yun-Nung Chen, William Yang Wang, and Alexander I. Rudnicky

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Unsupervised induction and filling of semantic slots for spoken dialogue systems using frame-semantic parsing, Yun-Nung Chen, William Yang Wang, and Alexander I. Rudnicky

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Using Conversational Word Bursts in Spoken Term Detection, Justin Chiu and Alexander I. Rudnicky

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A Simple, Fast, and Effective Reparameterization of IBM Model 2, Chris Dyer, Victor Chahuneau, and Noah A. Smith

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Using web text to improve keyword spotting in speech, Ankur Gandhe, Long Qin, Florian Metze, Alexander I. Rudnicky, Ian Lane, and Matthias Eck

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Extracting deep bottleneck features using stacked auto-encoders, Jonas Gehring, Yajie Miao, Florian Metze, and Alex Waibel

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DNN acoustic modeling with modular multi-lingual feature extraction networks, Jonas Gehring, Quoc Bao Nguyen, Florian Metze, and Alex Waibel

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Distributed training of Large-scale Logistic models, Siddarth Gopal and Yiming Yang

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Learning Topics and Positions from Debatepedia, Swapna Gottipati, Minghui Qui, Yanchuan Sim, Jing Jiang, and Noah A. Smith

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Measuring prevalence of other-oriented transactive contributions using an automated measure of speech style accommodation, Gahgene Gweon, Mahaveer Jain, John McDonough, Bhiksha Raj, and Carolyn P. Rose

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A summary of the 2012 JHU CLSP workshop on zero resource speech technologies and models of early language acquisition, Aren Jansen, Emmanuel Dupoux, Sharon Goldwater, Mark Johnson, Sanjeev Khudanpur, Kenneth Church, Naomi Feldman, Hynek Hermansky, Florian Metze, Richard Rose, and JHU CLSP Mini-Workshop Research Team

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Prosody-Based Unsupervised Speech Summarization with Two-Layer Mutually Reinforced Random Walk, Sujay Kumar Jauhar, Yun-Nung Chen, and Florian Metze

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Multitask learning for host–pathogen protein interactions, Meghana Kshirsagar, Jaime G. Carbonell, and Judith Klein-Seetharaman

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Multisource transfer learning for host-pathogen protein interaction prediction in unlabeled tasks, Meghana Kshirsagar, Jaime Carbonell, and Judith Klein-Seetharaman

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Formalizing Expert Knowledge for Developing Accurate Speech Recognizers, Anuj Kumar, Florian Metze, Wenyi Wang, and Matthew Kam

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Informedia E-Lamp @ TRECVID 2013: Multimedia Event Detection and Recounting (MED and MER), Zhen-Zhong Lan, Lu Jiang, Shoou-I Yu, Chenqiang Gao, Shourabh Rawat, Yang Cai, Shicheng Xu, Haoquan Shen, Xuanchong Li, Yipei Wang, Waito Sze, Yan Yan, Zhigang Ma, Nicolas Ballas, Deyu Meng, Wei Tong, Yi Yang, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Richard M. Stern, Teruko Mitamura, Eric Nyberg, and Alexander Hauptmann

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Turning on the Turbo: Fast Third-Order Non-Projective Turbo Parsers, Andre F.T. Martins, Miguel B. Almeida, and Noah A. Smith

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The spoken web search task at MediaEval 2012, Florian Metze, Xavier Anguera, Etienne Barnard, Marelie Davel, and Guillaume Gravier

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The Speech Recognition Virtual Kitchen, Florian Metze, Eric Fosler-Lussier, and Rebecca Bates

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Models of tone for tonal and non-tonal languages, Florian Metze, Zaid A.W. Sheikh, Alex Waibel, Jonas Gehring, Kevin Kilgour, Quoc Bao Nguyen, and Van Huy Nguyen

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Improving Low-Resource CD-DNN-HMM Using Dropout and Multilingual DNN Training, Yajie Miao and Florian Metze

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Deep maxout networks for low-resource speech recognition, Yajie Miao, Florian Metze, and Shourabh Rawat

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Learning discriminative basis coefficients for eigenspace MLLR unsupervised adaptation, Yajie Miao, Florian Metze, and Alex Waibel

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Neighbour selection and adaptation for rapid speaker-dependent ASR, Udhyakumar Nallasamy, Mark Fuhs, Monika Woszczyna, Florian Metze, and Tanja Schultz

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Enhanced Polyphone Decision Tree Adaptation for Accented Speech Recognition, Udhyakumar Nallasamy, Florian Metze, and Tanja Schultz

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Learning to Extract International Relations from Political Context, Brendan O'Connor, Brandon Stewart, and Noah A. Smith

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Improved Part-of-Speech Tagging for Online Conversational Text with Word Clusters, Olutobi Owoputi, Brendan O'Connor, Chris Dyer, Kevin Gimpel, Nathan Schneider, and Noah A. Smith

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Spatiotemporal Gene Networks from ISH Images, Kriti Puniyani