50. ACL 2012:
Jeju Island, Korea
The 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea - Volume 1: Long Papers.
The Association for Computer Linguistics 2012, ISBN 978-1-937284-24-4
- Front Matter.

- Kevin Duh, Katsuhito Sudoh, Xianchao Wu, Hajime Tsukada, Masaaki Nagata:
Learning to Translate with Multiple Objectives.
1-10

- Patrick Simianer, Stefan Riezler, Chris Dyer:
Joint Feature Selection in Distributed Stochastic Learning for Large-Scale Discriminative Training in SMT.
11-21

- Prasanth Kolachina, Nicola Cancedda, Marc Dymetman, Sriram Venkatapathy:
Prediction of Learning Curves in Machine Translation.
22-30

- Khe Chai Sim:
Probabilistic Integration of Partial Lexical Information for Noise Robust Haptic Voice Recognition.
31-39

- Chia-ying Lee, James R. Glass:
A Nonparametric Bayesian Approach to Acoustic Model Discovery.
40-49

- Xingyuan Peng, Dengfeng Ke, Bo Xu:
Automated Essay Scoring Based on Finite State Transducer: towards ASR Transcription of Oral English Speech.
50-59

- Vanessa Wei Feng, Graeme Hirst:
Text-level Discourse Parsing with Rich Linguistic Features.
60-68

- Yuping Zhou, Nianwen Xue:
PDTB-style Discourse Annotation of Chinese Text.
69-77

- Viet-An Nguyen, Jordan L. Boyd-Graber, Philip Resnik:
SITS: A Hierarchical Nonparametric Model using Speaker Identity for Topic Segmentation in Multiparty Conversations.
78-87

- Oleksandr Kolomiyets, Steven Bethard, Marie-Francine Moens:
Extracting Narrative Timelines as Temporal Dependency Structures.
88-97

- Nathanael Chambers:
Labeling Documents with Timestamps: Learning from their Time Expressions.
98-106

- Guillermo Garrido, Anselmo Peñas, Bernardo Cabaleiro, Álvaro Rodrigo:
Temporally Anchored Relation Extraction.
107-116

- Jonathan Berant, Ido Dagan, Meni Adler, Jacob Goldberger:
Efficient Tree-based Approximation for Entailment Graph Learning.
117-125

- S. R. K. Branavan, Nate Kushman, Tao Lei, Regina Barzilay:
Learning High-Level Planning from Text.
126-135

- Elia Bruni, Gemma Boleda, Marco Baroni, Nam-Khanh Tran:
Distributional Semantics in Technicolor.
136-145

- Spence Green, John DeNero:
A Class-Based Agreement Model for Generating Accurately Inflected Translations.
146-155

- Malte Nuhn, Arne Mauser, Hermann Ney:
Deciphering Foreign Language by Combining Language Models and Context Vectors.
156-164

- Graham Neubig, Taro Watanabe, Shinsuke Mori, Tatsuya Kawahara:
Machine Translation without Words through Substring Alignment.
165-174

- Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur:
Fast Syntactic Analysis for Statistical Language Modeling via Substructure Sharing and Uptraining.
175-183

- Micha Elsner, Sharon Goldwater, Jacob Eisenstein:
Bootstrapping a Unified Model of Lexical and Phonetic Acquisition.
184-193

- Hao Tang, Joseph Keshet, Karen Livescu:
Discriminative Pronunciation Modeling: A Large-Margin, Feature-Rich Approach.
194-203

- Matthieu Constant, Anthony Sigogne, Patrick Watrin:
Discriminative Strategies to Integrate Multiword Expression Recognition and Parsing.
204-212

- Wenliang Chen, Min Zhang, Haizhou Li:
Utilizing Dependency Language Models for Graph-based Dependency Parsing Models.
213-222

- Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar:
Spectral Learning of Latent-Variable PCFGs.
223-231

- Weiwei Sun, Xiaojun Wan:
Reducing Approximation and Estimation Errors for Chinese Lexical Processing with Heterogeneous Annotations.
232-241

- Weiwei Sun, Hans Uszkoreit:
Capturing Paradigmatic and Syntagmatic Lexical Relations: Towards Accurate Chinese Part-of-Speech Tagging.
242-252

- Xu Sun, Houfeng Wang, Wenjie Li:
Fast Online Training with Frequency-Adaptive Learning Rates for Chinese Word Segmentation and New Word Detection.
253-262

- Danilo Croce, Alessandro Moschitti, Roberto Basili, Martha Palmer:
Verb Classification using Distributional Similarity in Syntactic and Semantic Structures.
263-272

- Zhi Zhong, Hwee Tou Ng:
Word Sense Disambiguation Improves Information Retrieval.
273-282

- Asher Stern, Roni Stern, Ido Dagan, Ariel Felner:
Efficient Search for Transformation-based Inference.
283-291

- Xiaodong He, Li Deng:
Maximum Expected BLEU Training of Phrase and Lexicon Translation Models.
292-301

- Shujie Liu, Chi-Ho Li, Mu Li, Ming Zhou:
Learning Translation Consensus with Structured Label Propagation.
302-310

- Ashish Vaswani, Liang Huang, David Chiang:
Smaller Alignment Models for Better Translations: Unsupervised Word Alignment with the l0-norm.
311-319

- Arjun Mukherjee, Bing Liu:
Modeling Review Comments.
320-329

- Asli Çelikyilmaz, Dilek Hakkani-Tür:
A Joint Model for Discovery of Aspects in Utterances.
330-338

- Arjun Mukherjee, Bing Liu:
Aspect Extraction through Semi-Supervised Modeling.
339-348

- Sindhu Raghavan, Raymond J. Mooney, Hyeonseo Ku:
Learning to "Read Between the Lines" using Bayesian Logic Programs.
349-358

- Polina Kuznetsova, Vicente Ordonez, Alexander C. Berg, Tamara L. Berg, Yejin Choi:
Collective Generation of Natural Image Descriptions.
359-368

- Ioannis Konstas, Mirella Lapata:
Concept-to-text Generation via Discriminative Reranking.
369-378

- Michael L. Wick, Sameer Singh, Andrew McCallum:
A Discriminative Hierarchical Model for Fast Coreference at Large Scale.
379-388

- Mohit Bansal, Dan Klein:
Coreference Semantics from Web Features.
389-398

- Amjad Abu-Jbara, Pradeep Dasigi, Mona T. Diab, Dragomir R. Radev:
Subgroup Detection in Ideological Discussions.
399-409

- Fangtao Li, Sinno Jialin Pan, Ou Jin, Qiang Yang, Xiaoyan Zhu:
Cross-Domain Co-Extraction of Sentiment and Topic Lexicons.
410-419

- Thomas Lippincott, Anna Korhonen, Diarmuid Ó Séaghdha:
Learning Syntactic Verb Frames using Graphical Models.
420-429

- David Chen:
Fast Online Lexicon Learning for Grounded Language Acquisition.
430-439

- Hiroyuki Shindo, Yusuke Miyao, Akinori Fujino, Masaaki Nagata:
Bayesian Symbol-Refined Tree Substitution Grammars for Syntactic Parsing.
440-448

- Fan Bu, Hang Li, Xiaoyan Zhu:
String Re-writing Kernel.
449-458

- Jinsong Su, Hua Wu, Haifeng Wang, Yidong Chen, Xiaodong Shi, Huailin Dong, Qun Liu:
Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information.
459-468

- Hassan Sajjad, Alexander Fraser, Helmut Schmid:
A Statistical Model for Unsupervised and Semi-supervised Transliteration Mining.
469-477

- Arianna Bisazza, Marcello Federico:
Modified Distortion Matrices for Phrase-Based Statistical Machine Translation.
478-487

- Bevan K. Jones, Mark Johnson, Sharon Goldwater:
Semantic Parsing with Bayesian Tree Transducers.
488-496

- Dominick Ng, James R. Curran:
Dependency Hashing for n-best CCG Parsing.
497-505

- Andreas Maletti, Joost Engelfriet:
Strong Lexicalization of Tree Adjoining Grammars.
506-515

- Rui Yan, Mirella Lapata, Xiaoming Li:
Tweet Recommendation with Graph Co-Ranking.
516-525

- Xiaohua Liu, Ming Zhou, Xiangyang Zhou, Zhongyang Fu, Furu Wei:
Joint Inference of Named Entity Recognition and Normalization for Tweets.
526-535

- Qiming Diao, Jing Jiang, Feida Zhu, Ee-Peng Lim:
Finding Bursty Topics from Microblogs.
536-544

- Gregory Druck, Bo Pang:
Spice it up? Mining Refinements to Online Instructions from User Generated Content.
545-553

- Zhonghua Qu, Yang Liu:
Sentence Dependency Tagging in Online Question Answering Forums.
554-562

- Patrick Pantel, Thomas Lin, Michael Gamon:
Mining Entity Types from Query Logs via User Intent Modeling.
563-571

- Xinfan Meng, Furu Wei, Xiaohua Liu, Ming Zhou, Ge Xu, Houfeng Wang:
Cross-Lingual Mixture Model for Sentiment Classification.
572-581

- Wen Chan, Xiangdong Zhou, Wei Wang, Tat-Seng Chua:
Community Answer Summarization for Multi-Sentence Question with Group L1 Regularization.
582-591

- Claire Gardent, Shashi Narayan:
Error Mining on Dependency Trees.
592-600

- Geoffrey Zweig, John C. Platt, Christopher Meek, Christopher J. C. Burges, Ainur Yessenalina, Qiang Liu:
Computational Approaches to Sentence Completion.
601-610

- Zhiheng Huang, Yi Chang, Bo Long, Jean-Francois Crespo, Anlei Dong, Sathiya Keerthi, Su-Lin Wu:
Iterative Viterbi A* Algorithm for K-Best Sequential Decoding.
611-619

- Max Whitney, Anoop Sarkar:
Bootstrapping via Graph Propagation.
620-628

- Tahira Naseem, Regina Barzilay, Amir Globerson:
Selective Sharing for Multilingual Dependency Parsing.
629-637

- Shomir Wilson:
The Creation of a Corpus of English Metalanguage.
638-646

- Ivan Titov, Alexandre Klementiev:
Crosslingual Induction of Semantic Roles.
647-656

- Katsuhiko Hayashi, Taro Watanabe, Masayuki Asahara, Yuji Matsumoto:
Head-driven Transition-based Parsing with Top-down Prediction.
657-665

- Makoto Kanazawa, Sylvain Salvati:
MIX Is Not a Tree-Adjoining Language.
666-674

- Zhenghua Li, Ting Liu, Wanxiang Che:
Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars.
675-684

- Dani Yogatama, Yanchuan Sim, Noah A. Smith:
A Probabilistic Model for Canonicalizing Named Entity Mentions.
685-693

- Sungchul Kim, Kristina Toutanova, Hwanjo Yu:
Multilingual Named Entity Recognition using Parallel Data and Metadata from Wikipedia.
694-702

- Gözde Özbal, Carlo Strapparava:
A Computational Approach to the Automation of Creative Naming.
703-711

- Limin Yao, Sebastian Riedel, Andrew McCallum:
Unsupervised Relation Discovery with Sense Disambiguation.
712-720

- Shingo Takamatsu, Issei Sato, Hiroshi Nakagawa:
Reducing Wrong Labels in Distant Supervision for Relation Extraction.
721-729

- Rémy Kessler, Xavier Tannier, Caroline Hagège, Véronique Moriceau, André Bittar:
Finding Salient Dates for Building Thematic Timelines.
730-739

- William Yang Wang, Elijah Mayfield, Suresh Naidu, Jeremiah Dittmar:
Historical Analysis of Legal Opinions with a Sparse Mixed-Effects Latent Variable Model.
740-749

- Xinyan Xiao, Deyi Xiong, Min Zhang, Qun Liu, Shouxun Lin:
A Topic Similarity Model for Hierarchical Phrase-based Translation.
750-758

- Alessandro Moschitti, Qi Ju, Richard Johansson:
Modeling Topic Dependencies in Hierarchical Text Categorization.
759-767

- Emily Pitler:
Attacking Parsing Bottlenecks with Unlabeled Data and Relevant Factorizations.
768-776

- Seyed Abolghasem Mirroshandel, Alexis Nasr, Joseph Le Roux:
Semi-supervised Dependency Parsing using Lexical Affinities.
777-785

- Yaqin Yang, Nianwen Xue:
Chinese Comma Disambiguation for Discourse Analysis.
786-794

- Katja Markert, Yufang Hou, Michael Strube:
Collective Classification for Fine-grained Information Status.
795-804

- Karin Mauge, Khash Rohanimanesh, Jean-David Ruvini:
Structuring E-Commerce Inventory.
805-814

- Alexandre Davis, Adriano Veloso, Altigran Soares da Silva, Alberto H. F. Laender, Wagner Meira Jr.:
Named Entity Disambiguation in Streaming Data.
815-824

- Ce Zhang, Feng Niu, Christopher Ré, Jude W. Shavlik:
Big Data versus the Crowd: Looking for Relationships in All the Right Places.
825-834

- Wei Lu, Dan Roth:
Automatic Event Extraction with Structured Preference Modeling.
835-844

- Einat Minkov, Luke S. Zettlemoyer:
Discriminative Learning for Joint Template Filling.
845-853

- Ingrid Falk, Claire Gardent, Jean-Charles Lamirel:
Classifying French Verbs Using French and English Lexical Resources.
854-863

- Weiwei Guo, Mona T. Diab:
Modeling Sentences in the Latent Space.
864-872

- Eric H. Huang, Richard Socher, Christopher D. Manning, Andrew Y. Ng:
Improving Word Representations via Global Context and Multiple Word Prototypes.
873-882

- Mark Johnson, Katherine Demuth, Michael C. Frank:
Exploiting Social Information in Grounded Language Learning via Grammatical Reduction.
883-891

- Cristian Danescu-Niculescu-Mizil, Justin Cheng, Jon M. Kleinberg, Lillian Lee:
You Had Me at Hello: How Phrasing Affects Memorability.
892-901

- Deyi Xiong, Min Zhang, Haizhou Li:
Modeling the Translation of Predicate-Argument Structure for SMT.
902-911

- Nan Yang, Mu Li, Dongdong Zhang, Nenghai Yu:
A Ranking-based Approach to Word Reordering for Statistical Machine Translation.
912-920

- Chang Liu, Hwee Tou Ng:
Character-Level Machine Translation Evaluation for Languages with Ambiguous Word Boundaries.
921-929

- Boxing Chen, Roland Kuhn, Samuel Larkin:
PORT: a Precision-Order-Recall MT Evaluation Metric for Tuning.
930-939

- Majid Razmara, George Foster, Baskaran Sankaran, Anoop Sarkar:
Mixing Multiple Translation Models in Statistical Machine Translation.
940-949

- Yang Feng, Dongdong Zhang, Mu Li, Qun Liu:
Hierarchical Chunk-to-String Translation.
950-958

- Adam Pauls, Dan Klein:
Large-Scale Syntactic Language Modeling with Treelets.
959-968

- Hiroshi Yamaguchi, Kumiko Tanaka-Ishii:
Text Segmentation by Language Using Minimum Description Length.
969-978

- Wei He, Hua Wu, Haifeng Wang, Ting Liu:
Improve SMT Quality with Automatically Extracted Paraphrase Rules.
979-987

- Marco Guerini, Carlo Strapparava, Oliviero Stock:
Ecological Evaluation of Persuasive Messages Using Google AdWords.
988-996

- Eduard C. Dragut, Hong Wang, Clement T. Yu, A. Prasad Sistla, Weiyi Meng:
Polarity Consistency Checking for Sentiment Dictionaries.
997-1005

- Ziheng Lin, Chang Liu, Hwee Tou Ng, Min-Yen Kan:
Combining Coherence Models and Machine Translation Evaluation Metrics for Summarization Evaluation.
1006-1014

- Sander Wubben, Antal van den Bosch, Emiel Krahmer:
Sentence Simplification by Monolingual Machine Translation.
1015-1024

- Hyun-Je Song, Jeong Woo Son, Tae-Gil Noh, Seong-Bae Park, Sang-Jo Lee:
A Cost Sensitive Part-of-Speech Tagging: Differentiating Serious Errors from Minor Errors.
1025-1034

- Fei Liu, Fuliang Weng, Xiao Jiang:
A Broad-Coverage Normalization System for Social Media Language.
1035-1044

- Jun Hatori, Takuya Matsuzaki, Yusuke Miyao, Jun'ichi Tsujii:
Incremental Joint Approach to Word Segmentation, POS Tagging, and Dependency Parsing in Chinese.
1045-1053

- Qiuye Zhao, Mitch Marcus:
Exploring Deterministic Constraints: from a Constrained English POS Tagger to an Efficient ILP Solution to Chinese Word Segmentation.
1054-1062

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