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EMNLP 2011: Edinburgh, UK
- Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, EMNLP 2011, 27-31 July 2011, John McIntyre Conference Centre, Edinburgh, UK, A meeting of SIGDAT, a Special Interest Group of the ACL. ACL 2011, ISBN 978-1-937284-11-4
- Sebastian Riedel, Andrew McCallum:
Fast and Robust Joint Models for Biomedical Event Extraction. 1-12 - Li Wang, Marco Lui, Su Nam Kim, Joakim Nivre, Timothy Baldwin:
Predicting Thread Discourse Structure over Technical Web Forums. 13-25 - Yin-Wen Chang, Michael Collins:
Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation. 26-37 - Michel Galley, Chris Quirk:
Optimal Search for Minimum Error Rate Training. 38-49 - Shay B. Cohen, Dipanjan Das, Noah A. Smith:
Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance. 50-61 - Ryan T. McDonald, Slav Petrov, Keith B. Hall:
Multi-Source Transfer of Delexicalized Dependency Parsers. 62-72 - Wenliang Chen, Jun'ichi Kazama, Min Zhang, Yoshimasa Tsuruoka, Yujie Zhang, Yiou Wang, Kentaro Torisawa, Haizhou Li:
SMT Helps Bitext Dependency Parsing. 73-83 - Federico Sangati, Willem H. Zuidema:
Accurate Parsing with Compact Tree-Substitution Grammars: Double-DOP. 84-95 - Prodromos Malakasiotis, Ion Androutsopoulos:
A Generate and Rank Approach to Sentence Paraphrasing. 96-106 - Daniel Dahlmeier, Hwee Tou Ng:
Correcting Semantic Collocation Errors with L1-induced Paraphrases. 107-117 - Zornitsa Kozareva, Konstantin Voevodski, Shang-Hua Teng:
Class Label Enhancement via Related Instances. 118-128 - Vivek Srikumar, Dan Roth:
A Joint Model for Extended Semantic Role Labeling. 129-139 - Jianxing Yu, Zheng-Jun Zha, Meng Wang, Kai Wang, Tat-Seng Chua:
Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews. 140-150 - Richard Socher, Jeffrey Pennington, Eric H. Huang, Andrew Y. Ng, Christopher D. Manning:
Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions. 151-161 - Lanjun Zhou, Binyang Li, Wei Gao, Zhongyu Wei, Kam-Fai Wong:
Unsupervised Discovery of Discourse Relations for Eliminating Intra-sentence Polarity Ambiguities. 162-171 - Ainur Yessenalina, Claire Cardie:
Compositional Matrix-Space Models for Sentiment Analysis. 172-182 - Jason Katz-Brown, Slav Petrov, Ryan T. McDonald, Franz Josef Och, David Talbot, Hiroshi Ichikawa, Masakazu Seno, Hideto Kazawa:
Training a Parser for Machine Translation Reordering. 183-192 - John DeNero, Jakob Uszkoreit:
Inducing Sentence Structure from Parallel Corpora for Reordering. 193-203 - Jiajun Zhang, Feifei Zhai, Chengqing Zong:
Augmenting String-to-Tree Translation Models with Fuzzy Use of Source-side Syntax. 204-215 - Jun Xie, Haitao Mi, Qun Liu:
A novel dependency-to-string model for statistical machine translation. 216-226 - David M. Mimno, David M. Blei:
Bayesian Checking for Topic Models. 227-237 - André F. T. Martins, Noah A. Smith, Mário A. T. Figueiredo, Pedro M. Q. Aguiar:
Dual Decomposition with Many Overlapping Components. 238-249 - Amit Goyal, Hal Daumé III:
Approximate Scalable Bounded Space Sketch for Large Data NLP. 250-261 - David M. Mimno, Hanna M. Wallach, Edmund M. Talley, Miriam Leenders, Andrew McCallum:
Optimizing Semantic Coherence in Topic Models. 262-272 - Yufan Guo, Anna Korhonen, Thierry Poibeau:
A Weakly-supervised Approach to Argumentative Zoning of Scientific Documents. 273-283 - Anna Kazantseva, Stan Szpakowicz:
Linear Text Segmentation Using Affinity Propagation. 284-293 - Quang Do, Yee Seng Chan, Dan Roth:
Minimally Supervised Event Causality Identification. 294-303 - Amit Dubey, Frank Keller, Patrick Sturt:
A Model of Discourse Predictions in Human Sentence Processing. 304-312 - Taylor Berg-Kirkpatrick, Dan Klein:
Simple Effective Decipherment via Combinatorial Optimization. 313-321 - Young-Bum Kim, João Graça, Benjamin Snyder:
Universal Morphological Analysis using Structured Nearest Neighbor Prediction. 322-332 - Michael Auli, Adam Lopez:
Training a Log-Linear Parser with Loss Functions via Softmax-Margin. 333-343 - David Hall, Dan Klein:
Large-Scale Cognate Recovery. 344-354 - Amittai Axelrod, Xiaodong He, Jianfeng Gao:
Domain Adaptation via Pseudo In-Domain Data Selection. 355-362 - Gennadi Lembersky, Noam Ordan, Shuly Wintner:
Language Models for Machine Translation: Original vs. Translated Texts. 363-374 - Chang Liu, Daniel Dahlmeier, Hwee Tou Ng:
Better Evaluation Metrics Lead to Better Machine Translation. 375-384 - Reut Tsarfaty, Joakim Nivre, Evelina Andersson:
Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation. 385-396 - Emily M. Bender, Dan Flickinger, Stephan Oepen, Yi Zhang:
Parser Evaluation over Local and Non-Local Deep Dependencies in a Large Corpus. 397-408 - Kristian Woodsend, Mirella Lapata:
Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer Programming. 409-420 - Yoav Artzi, Luke Zettlemoyer:
Bootstrapping Semantic Parsers from Conversations. 421-432 - Rui Yan, Liang Kong, Congrui Huang, Xiaojun Wan, Xiaoming Li, Yan Zhang:
Timeline Generation through Evolutionary Trans-Temporal Summarization. 433-443 - Yezhou Yang, Ching Lik Teo, Hal Daumé III, Yiannis Aloimonos:
Corpus-Guided Sentence Generation of Natural Images. 444-454 - Enrique Amigó, Julio Gonzalo, Jesús Giménez, Felisa Verdejo:
Corroborating Text Evaluation Results with Heterogeneous Measures. 455-466 - Peter A. Rankel, John M. Conroy, Eric Slud, Dianne P. O'Leary:
Ranking Human and Machine Summarization Systems. 467-473 - Kevin Gimpel, Noah A. Smith:
Quasi-Synchronous Phrase Dependency Grammars for Machine Translation. 474-485 - Karthik Visweswariah, Rajakrishnan Rajkumar, Ankur Gandhe, Ananthakrishnan Ramanathan, Jirí Navrátil:
A Word Reordering Model for Improved Machine Translation. 486-496 - Jason Riesa, Ann Irvine, Daniel Marcu:
Feature-Rich Language-Independent Syntax-Based Alignment for Statistical Machine Translation. 497-507 - Fabien Cromierès, Sadao Kurohashi:
Efficient retrieval of tree translation examples for Syntax-Based Machine Translation. 508-518 - Bryan Rink, Sanda M. Harabagiu:
A generative model for unsupervised discovery of relations and argument classes from clinical texts. 519-528 - Ni Lao, Tom M. Mitchell, William W. Cohen:
Random Walk Inference and Learning in A Large Scale Knowledge Base. 529-539 - Matthias Hartung, Anette Frank:
Exploring Supervised LDA Models for Assigning Attributes to Adjective-Noun Phrases. 540-551 - Weiwei Guo, Mona T. Diab:
Semantic Topic Models: Combining Word Distributional Statistics and Dictionary Definitions. 552-561 - Samuel Brody, Nicholas Diakopoulos:
Cooooooooooooooollllllllllllll!!!!!!!!!!!!!! Using Word Lengthening to Detect Sentiment in Microblogs. 562-570 - Deepak Agarwal, Bee-Chung Chen, Bo Pang:
Personalized Recommendation of User Comments via Factor Models. 571-582 - Alan Ritter, Colin Cherry, William B. Dolan:
Data-Driven Response Generation in Social Media. 583-593 - Dani Yogatama, Michael Heilman, Brendan O'Connor, Chris Dyer, Bryan R. Routledge, Noah A. Smith:
Predicting a Scientific Community's Response to an Article. 594-604 - Yugo Murawaki, Sadao Kurohashi:
Non-parametric Bayesian Segmentation of Japanese Noun Phrases. 605-615 - Markus Dreyer, Jason Eisner:
Discovering Morphological Paradigms from Plain Text Using a Dirichlet Process Mixture Model. 616-627 - Ai Azuma, Yuji Matsumoto:
Multilayer Sequence Labeling. 628-637 - Christos Christodoulopoulos, Sharon Goldwater, Mark Steedman:
A Bayesian Mixture Model for PoS Induction Using Multiple Features. 638-647 - Su Nam Kim, Preslav Nakov:
Large-Scale Noun Compound Interpretation Using Bootstrapping and the Web as a Corpus. 648-658 - Fabio Massimo Zanzotto, Marco Pennacchiotti, Kostas Tsioutsiouliklis:
Linguistic Redundancy in Twitter. 659-669 - Matteo Negri, Luisa Bentivogli, Yashar Mehdad, Danilo Giampiccolo, Alessandro Marchetti:
Divide and Conquer: Crowdsourcing the Creation of Cross-Lingual Textual Entailment Corpora. 670-679 - Peter D. Turney, Yair Neuman, Dan Assaf, Yohai Cohen:
Literal and Metaphorical Sense Identification through Concrete and Abstract Context. 680-690 - Denis Filimonov, Mary P. Harper:
Syntactic Decision Tree LMs: Random Selection or Intelligent Design? 691-699 - Keith Vertanen, Per Ola Kristensson:
The Imagination of Crowds: Conversational AAC Language Modeling using Crowdsourcing and Large Data Sources. 700-711 - Alessandro Moschitti, Jennifer Chu-Carroll, Siddharth Patwardhan, James Fan, Giuseppe Riccardi:
Using Syntactic and Semantic Structural Kernels for Classifying Definition Questions in Jeopardy! 712-724 - Spence Green, Marie-Catherine de Marneffe, John Bauer, Christopher D. Manning:
Multiword Expression Identification with Tree Substitution Grammars: A Parsing tour de force with French. 725-735 - Amal Alsaif, Katja Markert:
Modelling Discourse Relations for Arabic. 736-747 - Ashequl Qadir, Ellen Riloff:
Classifying Sentences as Speech Acts in Message Board Posts. 748-758 - Richárd Farkas:
Learning Local Content Shift Detectors from Document-level Information. 759-770 - Zheng Chen, Heng Ji:
Collaborative Ranking: A Case Study on Entity Linking. 771-781 - Johannes Hoffart, Mohamed Amir Yosef, Ilaria Bordino, Hagen Fürstenau, Manfred Pinkal, Marc Spaniol, Bilyana Taneva, Stefan Thater, Gerhard Weikum:
Robust Disambiguation of Named Entities in Text. 782-792 - Lukas Michelbacher, Alok Kothari, Martin Forst, Christina Lioma, Hinrich Schütze:
A Cascaded Classification Approach to Semantic Head Recognition. 793-803 - Swapna Gottipati, Jing Jiang:
Linking Entities to a Knowledge Base with Query Expansion. 804-813 - Cane Wing-ki Leung, Jing Jiang, Kian Ming Adam Chai, Hai Leong Chieu, Loo-Nin Teow:
Unsupervised Information Extraction with Distributional Prior Knowledge. 814-824 - Stijn De Saeger, Kentaro Torisawa, Masaaki Tsuchida, Jun'ichi Kazama, Chikara Hashimoto, Ichiro Yamada, Jong-Hoon Oh, István Varga, Yulan Yan:
Relation Acquisition using Word Classes and Partial Patterns. 825-835 - Yulia Tsvetkov, Shuly Wintner:
Identification of Multi-word Expressions by Combining Multiple Linguistic Information Sources. 836-845 - Xabier Saralegi, Iker Manterola, Iñaki San Vicente:
Analyzing Methods for Improving Precision of Pivot Based Bilingual Dictionaries. 846-856 - Yang Gao, Philipp Koehn, Alexandra Birch:
Soft Dependency Constraints for Reordering in Hierarchical Phrase-Based Translation. 857-868 - Christof Monz:
Statistical Machine Translation with Local Language Models. 869-879 - Xinyan Xiao, Yang Liu, Qun Liu, Shouxun Lin:
Fast Generation of Translation Forest for Large-Scale SMT Discriminative Training. 880-888 - J. Scott McCarley, Abraham Ittycheriah, Salim Roukos, Bing Xiang, Jian-Ming Xu:
A Correction Model for Word Alignments. 889-898 - Andrea Gesmundo, James Henderson:
Heuristic Search for Non-Bottom-Up Tree Structure Prediction. 899-908 - Zhengxian Gong, Min Zhang, Guodong Zhou:
Cache-based Document-level Statistical Machine Translation. 909-919 - Zhifei Li, Ziyuan Wang, Jason Eisner, Sanjeev Khudanpur, Brian Roark:
Minimum Imputed-Risk: Unsupervised Discriminative Training for Machine Translation. 920-929 - Jagadeesh Jagarlamudi, Raghavendra Udupa, Hal Daumé III, Abhijit Bhole:
Improving Bilingual Projections via Sparse Covariance Matrices. 930-940 - Moshe Dubiner, Yoram Singer:
Entire Relaxation Path for Maximum Entropy Problems. 941-948 - Chao Shen, Tao Li:
A Non-negative Matrix Factorization Based Approach for Active Dual Supervision from Document and Word Labels. 949-958 - Nobuhiro Kaji, Masaru Kitsuregawa:
Splitting Noun Compounds via Monolingual and Bilingual Paraphrasing: A Study on Japanese Katakana Words. 959-969 - Weiwei Sun, Jia Xu:
Enhancing Chinese Word Segmentation Using Unlabeled Data. 970-979 - Kirk Roberts, Sanda M. Harabagiu:
Unsupervised Learning of Selectional Restrictions and Detection of Argument Coercions. 980-990 - Ziqi Zhang, Anna Lisa Gentile, Fabio Ciravegna:
Harnessing different knowledge sources to measure semantic relatedness under a uniform model. 991-1002 - Tong Wang, Graeme Hirst:
Refining the Notions of Depth and Density in WordNet-based Semantic Similarity Measures. 1003-1011 - Tim Van de Cruys, Thierry Poibeau, Anna Korhonen:
Latent Vector Weighting for Word Meaning in Context. 1012-1022 - Lin Sun, Anna Korhonen:
Hierarchical Verb Clustering Using Graph Factorization. 1023-1033 - Danilo Croce, Alessandro Moschitti, Roberto Basili:
Structured Lexical Similarity via Convolution Kernels on Dependency Trees. 1034-1046 - Diarmuid Ó Séaghdha, Anna Korhonen:
Probabilistic models of similarity in syntactic context. 1047-1057 - Dipak L. Chaudhari, Om P. Damani, Srivatsan Laxman:
Lexical Co-occurrence, Statistical Significance, and Word Association. 1058-1068 - Altaf Rahman, Vincent Ng:
Learning the Information Status of Noun Phrases in Spoken Dialogues. 1069-1080 - Balamurali A. R., Aditya Joshi, Pushpak Bhattacharyya:
Harnessing WordNet Senses for Supervised Sentiment Classification. 1081-1091 - Song Feng, Ritwik Bose, Yejin Choi:
Learning General Connotation of Words using Graph-based Algorithms. 1092-1103 - Marco Dinarelli, Sophie Rosset:
Hypotheses Selection Criteria in a Reranking Framework for Spoken Language Understanding. 1104-1115 - Anoop Deoras, Tomás Mikolov, Kenneth Church:
A Fast Re-scoring Strategy to Capture Long-Distance Dependencies. 1116-1127 - Puyang Xu, Asela Gunawardana, Sanjeev Khudanpur:
Efficient Subsampling for Training Complex Language Models. 1128-1136 - Peng Li, Yinglin Wang, Wei Gao, Jing Jiang:
Generating Aspect-oriented Multi-Document Summarization with Event-aspect model. 1137-1146 - Yue Zhang, Stephen Clark:
Syntax-Based Grammaticality Improvement using CCG and Guided Search. 1147-1157 - Jette Viethen, Robert Dale, Markus Guhe:
Generating Subsequent Reference in Shared Visual Scenes: Computation vs Re-Use. 1158-1167 - Juri Ganitkevitch, Chris Callison-Burch, Courtney Napoles, Benjamin Van Durme:
Learning Sentential Paraphrases from Bilingual Parallel Corpora for Text-to-Text Generation. 1168-1179 - Zhenghua Li, Min Zhang, Wanxiang Che, Ting Liu, Wenliang Chen, Haizhou Li:
Joint Models for Chinese POS Tagging and Dependency Parsing. 1180-1191 - Wenbin Jiang, Qun Liu, Yajuan Lv:
Relaxed Cross-lingual Projection of Constituent Syntax. 1192-1201 - Nikhil Dinesh, Aravind K. Joshi, Insup Lee:
Computing Logical Form on Regulatory Texts. 1202-1212 - Mark-Jan Nederhof, Giorgio Satta:
Computation of Infix Probabilities for Probabilistic Context-Free Grammars. 1213-1221 - Enrique Henestroza Anguiano, Marie Candito:
Parse Correction with Specialized Models for Difficult Attachment Types. 1222-1233 - Shay B. Cohen, Carlos Gómez-Rodríguez, Giorgio Satta:
Exact Inference for Generative Probabilistic Non-Projective Dependency Parsing. 1234-1245 - Emily Thomforde, Mark Steedman:
Semi-supervised CCG Lexicon Extension. 1246-1256 - Stephen Tratz, Eduard H. Hovy:
A Fast, Accurate, Non-Projective, Semantically-Enriched Parser. 1257-1268 - Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky:
Lateen EM: Unsupervised Training with Multiple Objectives, Applied to Dependency Grammar Induction. 1269-1280 - Valentin I. Spitkovsky, Hiyan Alshawi, Angel X. Chang, Daniel Jurafsky:
Unsupervised Dependency Parsing without Gold Part-of-Speech Tags. 1281-1290 - Wei Xu, Joel R. Tetreault, Martin Chodorow, Ralph Grishman, Le Zhao:
Exploiting Syntactic and Distributional Information for Spelling Correction with Web-Scale N-gram Models. 1291-1300 - John D. Burger, John C. Henderson, George Kim, Guido Zarrella:
Discriminating Gender on Twitter. 1301-1309 - Roy Bar-Haim, Elad Dinur, Ronen Feldman, Moshe Fresko, Guy Goldstein:
Identifying and Following Expert Investors in Stock Microblogs. 1310-1319 - Joel Lang, Mirella Lapata:
Unsupervised Semantic Role Induction with Graph Partitioning. 1320-1331 - Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu:
Structural Opinion Mining for Graph-based Sentiment Representation. 1332-1341 - Rui Yan, Jian-Yun Nie, Xiaoming Li:
Summarize What You Are Interested In: An Optimization Framework for Interactive Personalized Summarization. 1342-1351 - Mark Hopkins, Jonathan May:
Tuning as Ranking. 1352-1362 - Ashish Venugopal, Jakob Uszkoreit, David Talbot, Franz Josef Och, Juri Ganitkevitch:
Watermarking the Outputs of Structured Prediction with an application in Statistical Machine Translation. 1363-1372 - Gonzalo Iglesias, Cyril Allauzen, William Byrne, Adrià de Gispert, Michael Riley:
Hierarchical Phrase-based Translation Representations. 1373-1383 - Ali El Kahki, Kareem Darwish, Ahmed Saad El Din, Mohamed Abd El-Wahab, Ahmed Hefny, Waleed Ammar:
Improved Transliteration Mining Using Graph Reinforcement. 1384-1393 - Edward Grefenstette, Mehrnoosh Sadrzadeh:
Experimental Support for a Categorical Compositional Distributional Model of Meaning. 1394-1404 - Joseph Reisinger, Raymond J. Mooney:
Cross-Cutting Models of Lexical Semantics. 1405-1415 - Benjamin Börschinger, Bevan K. Jones, Mark Johnson:
Reducing Grounded Learning Tasks To Grammatical Inference. 1416-1425 - Chang Wang, James Fan, Aditya Kalyanpur, David Gondek:
Relation Extraction with Relation Topics. 1426-1436 - Marjorie Freedman, Lance A. Ramshaw, Elizabeth Boschee, Ryan Gabbard, Gary Kratkiewicz, Nicolas Ward, Ralph M. Weischedel:
Extreme Extraction - Machine Reading in a Week. 1437-1446 - Thahir Mohamed, Estevam R. Hruschka Jr., Tom M. Mitchell:
Discovering Relations between Noun Categories. 1447-1455 - Limin Yao, Aria Haghighi, Sebastian Riedel, Andrew McCallum:
Structured Relation Discovery using Generative Models. 1456-1466 - Burr Settles:
Closing the Loop: Fast, Interactive Semi-Supervised Annotation With Queries on Features and Instances. 1467-1478 - Katsuhiko Hayashi, Taro Watanabe, Masayuki Asahara, Yuji Matsumoto:
Third-order Variational Reranking on Packed-Shared Dependency Forests. 1479-1488 - Keith B. Hall, Ryan T. McDonald, Jason Katz-Brown, Michael Ringgaard:
Training dependency parsers by jointly optimizing multiple objectives. 1489-1499 - André F. T. Martins, Noah A. Smith, Mário A. T. Figueiredo, Pedro M. Q. Aguiar:
Structured Sparsity in Structured Prediction. 1500-1511 - Tom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, Mark Steedman:
Lexical Generalization in CCG Grammar Induction for Semantic Parsing. 1512-1523 - Alan Ritter, Sam Clark, Mausam, Oren Etzioni:
Named Entity Recognition in Tweets: An Experimental Study. 1524-1534 - Anthony Fader, Stephen Soderland, Oren Etzioni:
Identifying Relations for Open Information Extraction. 1535-1545 - Florian Laws, Christian Scheible, Hinrich Schütze:
Active Learning with Amazon Mechanical Turk. 1546-1556 - Duangmanee Putthividhya, Junling Hu:
Bootstrapped Named Entity Recognition for Product Attribute Extraction. 1557-1567 - Eiji Aramaki, Sachiko Maskawa, Mizuki Morita:
Twitter Catches The Flu: Detecting Influenza Epidemics using Twitter. 1568-1576 - Zhiyuan Liu, Xinxiong Chen, Maosong Sun:
A Simple Word Trigger Method for Social Tag Suggestion. 1577-1588 - Vahed Qazvinian, Emily Rosengren, Dragomir R. Radev, Qiaozhu Mei:
Rumor has it: Identifying Misinformation in Microblogs. 1589-1599 - Sze-Meng Jojo Wong, Mark Dras:
Exploiting Parse Structures for Native Language Identification. 1600-1610 - Wei Lu, Hwee Tou Ng:
A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions. 1611-1622
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