Table of Contents

• Front Matter [doi]
• Fast and Robust Joint Models for Biomedical Event ExtractionSebastian Riedel, Andrew McCallum. 1-12 [doi]
• Predicting Thread Discourse Structure over Technical Web ForumsLi Wang, Marco Lui, Su Nam Kim, Joakim Nivre, Timothy Baldwin. 13-25 [doi]
• Exact Decoding of Phrase-Based Translation Models through Lagrangian RelaxationYin-Wen Chang, Michael Collins. 26-37 [doi]
• Optimal Search for Minimum Error Rate TrainingMichel Galley, Chris Quirk. 38-49 [doi]
• Unsupervised Structure Prediction with Non-Parallel Multilingual GuidanceShay B. Cohen, Dipanjan Das, Noah A. Smith. 50-61 [doi]
• Multi-Source Transfer of Delexicalized Dependency ParsersRyan T. McDonald, Slav Petrov, Keith Hall. 62-72 [doi]
• SMT Helps Bitext Dependency ParsingWenliang Chen, Jun'ichi Kazama, Min Zhang, Yoshimasa Tsuruoka, Yujie Zhang, Yiou Wang, Kentaro Torisawa, Haizhou Li. 73-83 [doi]
• Accurate Parsing with Compact Tree-Substitution Grammars: Double-DOPFederico Sangati, Willem Zuidema. 84-95 [doi]
• A Generate and Rank Approach to Sentence ParaphrasingProdromos Malakasiotis, Ion Androutsopoulos. 96-106 [doi]
• Correcting Semantic Collocation Errors with L1-induced ParaphrasesDaniel Dahlmeier, Hwee Tou Ng. 107-117 [doi]
• Class Label Enhancement via Related InstancesZornitsa Kozareva, Konstantin Voevodski, Shang-Hua Teng. 118-128 [doi]
• A Joint Model for Extended Semantic Role LabelingVivek Srikumar, Dan Roth. 129-139 [doi]
• Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer ReviewsJianxing Yu, Zheng-Jun Zha, Meng Wang, Kai Wang, Tat-Seng Chua. 140-150 [doi]
• Semi-Supervised Recursive Autoencoders for Predicting Sentiment DistributionsRichard Socher, Jeffrey Pennington, Eric H. Huang, Andrew Y. Ng, Christopher D. Manning. 151-161 [doi]
• Unsupervised Discovery of Discourse Relations for Eliminating Intra-sentence Polarity AmbiguitiesLanjun Zhou, Binyang Li, Wei Gao, Zhongyu Wei, Kam-Fai Wong. 162-171 [doi]
• Compositional Matrix-Space Models for Sentiment AnalysisAinur Yessenalina, Claire Cardie. 172-182 [doi]
• Training a Parser for Machine Translation ReorderingJason Katz-Brown, Slav Petrov, Ryan T. McDonald, Franz Josef Och, David Talbot, Hiroshi Ichikawa, Masakazu Seno, Hideto Kazawa. 183-192 [doi]
• Inducing Sentence Structure from Parallel Corpora for ReorderingJohn DeNero, Jakob Uszkoreit. 193-203 [doi]
• Augmenting String-to-Tree Translation Models with Fuzzy Use of Source-side SyntaxJiajun Zhang, Feifei Zhai, Chengqing Zong. 204-215 [doi]
• A novel dependency-to-string model for statistical machine translationJun Xie, Haitao Mi, Qun Liu. 216-226 [doi]
• Bayesian Checking for Topic ModelsDavid M. Mimno, David M. Blei. 227-237 [doi]
• Dual Decomposition with Many Overlapping ComponentsAndré L. Martins, Noah A. Smith, Mário A. T. Figueiredo, Pedro M. Q. Aguiar. 238-249 [doi]
• Approximate Scalable Bounded Space Sketch for Large Data NLPAmit Goyal, Hal Daumé III. 250-261 [doi]
• Optimizing Semantic Coherence in Topic ModelsDavid M. Mimno, Hanna M. Wallach, Edmund M. Talley, Miriam Leenders, Andrew McCallum. 262-272 [doi]
• A Weakly-supervised Approach to Argumentative Zoning of Scientific DocumentsYufan Guo, Anna Korhonen, Thierry Poibeau. 273-283 [doi]
• Linear Text Segmentation Using Affinity PropagationAnna Kazantseva, Stan Szpakowicz. 284-293 [doi]
• Minimally Supervised Event Causality IdentificationQuang Do, Yee Seng Chan, Dan Roth. 294-303 [doi]
• A Model of Discourse Predictions in Human Sentence ProcessingAmit Dubey, Frank Keller, Patrick Sturt. 304-312 [doi]
• Simple Effective Decipherment via Combinatorial OptimizationTaylor Berg-Kirkpatrick, Dan Klein. 313-321 [doi]
• Universal Morphological Analysis using Structured Nearest Neighbor PredictionYoung-Bum Kim, João Graça, Benjamin Snyder. 322-332 [doi]
• Training a Log-Linear Parser with Loss Functions via Softmax-MarginMichael Auli, Adam Lopez. 333-343 [doi]
• Large-Scale Cognate RecoveryDavid Leo Wright Hall, Dan Klein. 344-354 [doi]
• Domain Adaptation via Pseudo In-Domain Data SelectionAmittai Axelrod, Xiaodong He, Jianfeng Gao. 355-362 [doi]
• Language Models for Machine Translation: Original vs. Translated TextsGennadi Lembersky, Noam Ordan, Shuly Wintner. 363-374 [doi]
• Better Evaluation Metrics Lead to Better Machine TranslationChang Liu, Daniel Dahlmeier, Hwee Tou Ng. 375-384 [doi]
• Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation EvaluationReut Tsarfaty, Joakim Nivre, Evelina Andersson. 385-396 [doi]
• Parser Evaluation over Local and Non-Local Deep Dependencies in a Large CorpusEmily M. Bender, Dan Flickinger, Stephan Oepen, Yi Zhang. 397-408 [doi]
• Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer ProgrammingKristian Woodsend, Mirella Lapata. 409-420 [doi]
• Bootstrapping Semantic Parsers from ConversationsYoav Artzi, Luke S. Zettlemoyer. 421-432 [doi]
• Timeline Generation through Evolutionary Trans-Temporal SummarizationRui Yan, Liang Kong, Congrui Huang, Xiaojun Wan, Xiaoming Li, Yan Zhang. 433-443 [doi]
• Corpus-Guided Sentence Generation of Natural ImagesYezhou Yang, Ching Lik Teo, Hal Daumé III, Yiannis Aloimonos. 444-454 [doi]
• Corroborating Text Evaluation Results with Heterogeneous MeasuresEnrique Amigó, Julio Gonzalo, Jesús Giménez, Felisa Verdejo. 455-466 [doi]
• Ranking Human and Machine Summarization SystemsPeter A. Rankel, John M. Conroy, Eric Slud, Dianne P. O'Leary. 467-473 [doi]
• Quasi-Synchronous Phrase Dependency Grammars for Machine TranslationKevin Gimpel, Noah A. Smith. 474-485 [doi]
• A Word Reordering Model for Improved Machine TranslationKarthik Visweswariah, Rajakrishnan Rajkumar, Ankur Gandhe, Ananthakrishnan Ramanathan, Jiri Navratil. 486-496 [doi]
• Feature-Rich Language-Independent Syntax-Based Alignment for Statistical Machine TranslationJason Riesa, Ann Irvine, Daniel Marcu. 497-507 [doi]
• Efficient retrieval of tree translation examples for Syntax-Based Machine TranslationFabien Cromierès, Sadao Kurohashi. 508-518 [doi]
• A generative model for unsupervised discovery of relations and argument classes from clinical textsBryan Rink, Sanda M. Harabagiu. 519-528 [doi]
• Random Walk Inference and Learning in A Large Scale Knowledge BaseNi Lao, Tom M. Mitchell, William W. Cohen. 529-539 [doi]
• Exploring Supervised LDA Models for Assigning Attributes to Adjective-Noun PhrasesMatthias Hartung, Anette Frank. 540-551 [doi]
• Semantic Topic Models: Combining Word Distributional Statistics and Dictionary DefinitionsWeiwei Guo, Mona T. Diab. 552-561 [doi]
• Cooooooooooooooollllllllllllll!!!!!!!!!!!!!! Using Word Lengthening to Detect Sentiment in MicroblogsSamuel Brody, Nicholas Diakopoulos. 562-570 [doi]
• Personalized Recommendation of User Comments via Factor ModelsDeepak Agarwal, Bee-Chung Chen, Bo Pang. 571-582 [doi]
• Data-Driven Response Generation in Social MediaAlan Ritter, Colin Cherry, William B. Dolan. 583-593 [doi]
• Predicting a Scientific Community's Response to an ArticleDani Yogatama, Michael Heilman, Brendan O'Connor, Chris Dyer, Bryan R. Routledge, Noah A. Smith. 594-604 [doi]
• Non-parametric Bayesian Segmentation of Japanese Noun PhrasesYugo Murawaki, Sadao Kurohashi. 605-615 [doi]
• Discovering Morphological Paradigms from Plain Text Using a Dirichlet Process Mixture ModelMarkus Dreyer, Jason Eisner. 616-627 [doi]
• Multilayer Sequence LabelingAi Azuma, Yuji Matsumoto. 628-637 [doi]
• A Bayesian Mixture Model for PoS Induction Using Multiple FeaturesChristos Christodoulopoulos, Sharon Goldwater, Mark Steedman. 638-647 [doi]
• Large-Scale Noun Compound Interpretation Using Bootstrapping and the Web as a CorpusSu Nam Kim, Preslav Nakov. 648-658 [doi]
• Linguistic Redundancy in TwitterFabio Massimo Zanzotto, Marco Pennacchiotti, Kostas Tsioutsiouliklis. 659-669 [doi]
• Divide and Conquer: Crowdsourcing the Creation of Cross-Lingual Textual Entailment CorporaMatteo Negri, Luisa Bentivogli, Yashar Mehdad, Danilo Giampiccolo, Alessandro Marchetti. 670-679 [doi]
• Literal and Metaphorical Sense Identification through Concrete and Abstract ContextPeter D. Turney, Yair Neuman, Dan Assaf, Yohai Cohen. 680-690 [doi]
• Syntactic Decision Tree LMs: Random Selection or Intelligent Design?Denis Filimonov, Mary P. Harper. 691-699 [doi]
• The Imagination of Crowds: Conversational AAC Language Modeling using Crowdsourcing and Large Data SourcesKeith Vertanen, Per Ola Kristensson. 700-711 [doi]
• Using Syntactic and Semantic Structural Kernels for Classifying Definition Questions in Jeopardy!Alessandro Moschitti, Jennifer Chu-Carroll, Siddharth Patwardhan, James Fan, Giuseppe Riccardi. 712-724 [doi]
• Multiword Expression Identification with Tree Substitution Grammars: A Parsing tour de force with FrenchSpence Green, Marie-Catherine de Marneffe, John Bauer, Christopher D. Manning. 725-735 [doi]
• Modelling Discourse Relations for ArabicAmal Al-Saif, Katja Markert. 736-747 [doi]
• Classifying Sentences as Speech Acts in Message Board PostsAshequl Qadir, Ellen Riloff. 748-758 [doi]
• Learning Local Content Shift Detectors from Document-level InformationRichárd Farkas. 759-770 [doi]
• Collaborative Ranking: A Case Study on Entity LinkingZheng Chen, Heng Ji. 771-781 [doi]
• Robust Disambiguation of Named Entities in TextJohannes Hoffart, Mohamed Amir Yosef, Ilaria Bordino, Hagen Fürstenau, Manfred Pinkal, Marc Spaniol, Bilyana Taneva, Stefan Thater, Gerhard Weikum. 782-792 [doi]
• A Cascaded Classification Approach to Semantic Head RecognitionLukas Michelbacher, Alok Kothari, Martin Forst, Christina Lioma, Hinrich Schütze. 793-803 [doi]
• Linking Entities to a Knowledge Base with Query ExpansionSwapna Gottipati, Jing Jiang. 804-813 [doi]
• Unsupervised Information Extraction with Distributional Prior KnowledgeCane Wing-ki Leung, Jing Jiang, Kian Ming Adam Chai, Hai Leong Chieu, Loo-Nin Teow. 814-824 [doi]
• Relation Acquisition using Word Classes and Partial PatternsStijn De Saeger, Kentaro Torisawa, Masaaki Tsuchida, Jun'ichi Kazama, Chikara Hashimoto, Ichiro Yamada, Jong-Hoon Oh, István Varga, Yulan Yan. 825-835 [doi]
• Identification of Multi-word Expressions by Combining Multiple Linguistic Information SourcesYulia Tsvetkov, Shuly Wintner. 836-845 [doi]
• Analyzing Methods for Improving Precision of Pivot Based Bilingual DictionariesXabier Saralegi, Iker Manterola, Iñaki San Vicente. 846-856 [doi]
• Soft Dependency Constraints for Reordering in Hierarchical Phrase-Based TranslationYang Gao 0005, Philipp Koehn, Alexandra Birch. 857-868 [doi]
• Statistical Machine Translation with Local Language ModelsChristof Monz. 869-879 [doi]
• Fast Generation of Translation Forest for Large-Scale SMT Discriminative TrainingXinyan Xiao, Yang Liu, Qun Liu, Shouxun Lin. 880-888 [doi]
• A Correction Model for Word AlignmentsJ. Scott McCarley, Abraham Ittycheriah, Salim Roukos, Bing Xiang, Jian-Ming Xu. 889-898 [doi]
• Heuristic Search for Non-Bottom-Up Tree Structure PredictionAndrea Gesmundo, James Henderson. 899-908 [doi]
• Cache-based Document-level Statistical Machine TranslationZhengxian Gong, Min Zhang, Guodong Zhou. 909-919 [doi]
• Minimum Imputed-Risk: Unsupervised Discriminative Training for Machine TranslationZhifei Li, Ziyuan Wang, Jason Eisner, Sanjeev Khudanpur, Brian Roark. 920-929 [doi]
• Improving Bilingual Projections via Sparse Covariance MatricesJagadeesh Jagarlamudi, Raghavendra Udupa, Hal Daumé III, Abhijit Bhole. 930-940 [doi]
• Entire Relaxation Path for Maximum Entropy ProblemsMoshe Dubiner, Yoram Singer. 941-948 [doi]
• A Non-negative Matrix Factorization Based Approach for Active Dual Supervision from Document and Word LabelsChao Shen, Tao Li. 949-958 [doi]
• Splitting Noun Compounds via Monolingual and Bilingual Paraphrasing: A Study on Japanese Katakana WordsNobuhiro Kaji, Masaru Kitsuregawa. 959-969 [doi]
• Enhancing Chinese Word Segmentation Using Unlabeled DataWeiwei Sun, Jia Xu. 970-979 [doi]
• Unsupervised Learning of Selectional Restrictions and Detection of Argument CoercionsKirk Roberts, Sanda M. Harabagiu. 980-990 [doi]
• Harnessing different knowledge sources to measure semantic relatedness under a uniform modelZiqi Zhang, Anna Lisa Gentile, Fabio Ciravegna. 991-1002 [doi]
• Refining the Notions of Depth and Density in WordNet-based Semantic Similarity MeasuresTong Wang, Graeme Hirst. 1003-1011 [doi]
• Latent Vector Weighting for Word Meaning in ContextTim Van de Cruys, Thierry Poibeau, Anna Korhonen. 1012-1022 [doi]
• Hierarchical Verb Clustering Using Graph FactorizationLin Sun, Anna Korhonen. 1023-1033 [doi]
• Structured Lexical Similarity via Convolution Kernels on Dependency TreesDanilo Croce, Alessandro Moschitti, Roberto Basili. 1034-1046 [doi]
• Probabilistic models of similarity in syntactic contextDiarmuid Ó Séaghdha, Anna Korhonen. 1047-1057 [doi]
• Lexical Co-occurrence, Statistical Significance, and Word AssociationDipak Chaudhari, Om P. Damani, Srivatsan Laxman. 1058-1068 [doi]
• Learning the Information Status of Noun Phrases in Spoken DialoguesAltaf Rahman, Vincent Ng. 1069-1080 [doi]
• Harnessing WordNet Senses for Supervised Sentiment ClassificationBalamurali A. R., Aditya Joshi, Pushpak Bhattacharyya. 1081-1091 [doi]
• Learning General Connotation of Words using Graph-based AlgorithmsSong Feng, Ritwik Bose, Yejin Choi. 1092-1103 [doi]
• Hypotheses Selection Criteria in a Reranking Framework for Spoken Language UnderstandingMarco Dinarelli, Sophie Rosset. 1104-1115 [doi]
• A Fast Re-scoring Strategy to Capture Long-Distance DependenciesAnoop Deoras, Tomas Mikolov, Kenneth Church. 1116-1127 [doi]
• Efficient Subsampling for Training Complex Language ModelsPuyang Xu, Asela Gunawardana, Sanjeev Khudanpur. 1128-1136 [doi]
• Generating Aspect-oriented Multi-Document Summarization with Event-aspect modelPeng Li, Yinglin Wang, Wei Gao, Jing Jiang. 1137-1146 [doi]
• Syntax-Based Grammaticality Improvement using CCG and Guided SearchYue Zhang 0004, Stephen Clark. 1147-1157 [doi]
• Generating Subsequent Reference in Shared Visual Scenes: Computation vs Re-UseJette Viethen, Robert Dale, Markus Guhe. 1158-1167 [doi]
• Learning Sentential Paraphrases from Bilingual Parallel Corpora for Text-to-Text GenerationJuri Ganitkevitch, Chris Callison-Burch, Courtney Napoles, Benjamin Van Durme. 1168-1179 [doi]
• Joint Models for Chinese POS Tagging and Dependency ParsingZhenghua Li, Min Zhang, Wanxiang Che, Ting Liu, Wenliang Chen, Haizhou Li. 1180-1191 [doi]
• Relaxed Cross-lingual Projection of Constituent SyntaxWenbin Jiang, Qun Liu, Yajuan Lv. 1192-1201 [doi]
• Computing Logical Form on Regulatory TextsNikhil Dinesh, Aravind K. Joshi, Insup Lee. 1202-1212 [doi]
• Computation of Infix Probabilities for Probabilistic Context-Free GrammarsMark-Jan Nederhof, Giorgio Satta. 1213-1221 [doi]
• Parse Correction with Specialized Models for Difficult Attachment TypesEnrique Henestroza Anguiano, Marie Candito. 1222-1233 [doi]
• Exact Inference for Generative Probabilistic Non-Projective Dependency ParsingShay B. Cohen, Carlos Gómez-Rodríguez, Giorgio Satta. 1234-1245 [doi]
• Semi-supervised CCG Lexicon ExtensionEmily Thomforde, Mark Steedman. 1246-1256 [doi]
• A Fast, Accurate, Non-Projective, Semantically-Enriched ParserStephen Tratz, Eduard H. Hovy. 1257-1268 [doi]
• Lateen EM: Unsupervised Training with Multiple Objectives, Applied to Dependency Grammar InductionValentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky. 1269-1280 [doi]
• Unsupervised Dependency Parsing without Gold Part-of-Speech TagsValentin I. Spitkovsky, Hiyan Alshawi, Angel X. Chang, Daniel Jurafsky. 1281-1290 [doi]
• Exploiting Syntactic and Distributional Information for Spelling Correction with Web-Scale N-gram ModelsWei Xu, Joel R. Tetreault, Martin Chodorow, Ralph Grishman, Le Zhao. 1291-1300 [doi]
• Discriminating Gender on TwitterJohn D. Burger, John C. Henderson, George Kim, Guido Zarrella. 1301-1309 [doi]
• Identifying and Following Expert Investors in Stock MicroblogsRoy Bar-Haim, Elad Dinur, Ronen Feldman, Moshe Fresko, Guy Goldstein. 1310-1319 [doi]
• Unsupervised Semantic Role Induction with Graph PartitioningJoel Lang, Mirella Lapata. 1320-1331 [doi]
• Structural Opinion Mining for Graph-based Sentiment RepresentationYuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu. 1332-1341 [doi]
• Summarize What You Are Interested In: An Optimization Framework for Interactive Personalized SummarizationRui Yan, Jian-Yun Nie, Xiaoming Li. 1342-1351 [doi]
• Tuning as RankingMark Hopkins, Jonathan May. 1352-1362 [doi]
• Watermarking the Outputs of Structured Prediction with an application in Statistical Machine TranslationAshish Venugopal, Jakob Uszkoreit, David Talbot, Franz Josef Och, Juri Ganitkevitch. 1363-1372 [doi]
• Hierarchical Phrase-based Translation RepresentationsGonzalo Iglesias, Cyril Allauzen, William Byrne, Adrià de Gispert, Michael Riley. 1373-1383 [doi]
• Improved Transliteration Mining Using Graph ReinforcementAli El Kahki, Kareem Darwish, Ahmed Saad El Din, Mohamed Abd El-Wahab, Ahmed Hefny, Waleed Ammar. 1384-1393 [doi]
• Experimental Support for a Categorical Compositional Distributional Model of MeaningEdward Grefenstette, Mehrnoosh Sadrzadeh. 1394-1404 [doi]
• Cross-Cutting Models of Lexical SemanticsJoseph Reisinger, Raymond J. Mooney. 1405-1415 [doi]
• Reducing Grounded Learning Tasks To Grammatical InferenceBenjamin Börschinger, Bevan K. Jones, Mark Johnson. 1416-1425 [doi]
• Relation Extraction with Relation TopicsChang Wang 0001, James Fan, Aditya Kalyanpur, David Gondek. 1426-1436 [doi]
• Extreme Extraction - Machine Reading in a WeekMarjorie Freedman, Lance A. Ramshaw, Elizabeth Boschee, Ryan Gabbard, Gary Kratkiewicz, Nicolas Ward, Ralph M. Weischedel. 1437-1446 [doi]
• Discovering Relations between Noun CategoriesThahir Mohamed, Estevam R. Hruschka Jr., Tom M. Mitchell. 1447-1455 [doi]
• Structured Relation Discovery using Generative ModelsLimin Yao, Aria Haghighi, Sebastian Riedel, Andrew McCallum. 1456-1466 [doi]
• Closing the Loop: Fast, Interactive Semi-Supervised Annotation With Queries on Features and InstancesBurr Settles. 1467-1478 [doi]
• Third-order Variational Reranking on Packed-Shared Dependency ForestsKatsuhiko Hayashi, Taro Watanabe, Masayuki Asahara, Yuji Matsumoto. 1479-1488 [doi]
• Training dependency parsers by jointly optimizing multiple objectivesKeith Hall, Ryan T. McDonald, Jason Katz-Brown, Michael Ringgaard. 1489-1499 [doi]
• Structured Sparsity in Structured PredictionAndré F. T. Martins, Noah A. Smith, Mário A. T. Figueiredo, Pedro M. Q. Aguiar. 1500-1511 [doi]
• Lexical Generalization in CCG Grammar Induction for Semantic ParsingTom Kwiatkowski, Luke S. Zettlemoyer, Sharon Goldwater, Mark Steedman. 1512-1523 [doi]
• Named Entity Recognition in Tweets: An Experimental StudyAlan Ritter, Sam Clark, Mausam, Oren Etzioni. 1524-1534 [doi]
• Identifying Relations for Open Information ExtractionAnthony Fader, Stephen Soderland, Oren Etzioni. 1535-1545 [doi]
• Active Learning with Amazon Mechanical TurkFlorian Laws, Christian Scheible, Hinrich Schütze. 1546-1556 [doi]
• Bootstrapped Named Entity Recognition for Product Attribute ExtractionDuangmanee Putthividhya, Junling Hu. 1557-1567 [doi]
• Twitter Catches The Flu: Detecting Influenza Epidemics using TwitterEiji Aramaki, Sachiko Maskawa, Mizuki Morita. 1568-1576 [doi]
• A Simple Word Trigger Method for Social Tag SuggestionZhiyuan Liu, Xinxiong Chen, Maosong Sun. 1577-1588 [doi]
• Rumor has it: Identifying Misinformation in MicroblogsVahed Qazvinian, Emily Rosengren, Dragomir R. Radev, Qiaozhu Mei. 1589-1599 [doi]
• Exploiting Parse Structures for Native Language IdentificationSze-Meng Jojo Wong, Mark Dras. 1600-1610 [doi]
• A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus ExpressionsWei Lu, Hwee Tou Ng. 1611-1622 [doi]