EMNLP 2010: MIT Stata Center, Massachusetts, USA
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, EMNLP 2010, 9-11 October 2010, MIT Stata Center, Massachusetts, USA, A meeting of SIGDAT, a Special Interest Group of the ACL.
ACL 2010, ISBN 978-1-932432-86-2
- Front Matter.
- Alexander M. Rush, David Sontag, Michael Collins, Tommi Jaakkola:
On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing.
1-11
- Zhongqiang Huang, Mary P. Harper, Slav Petrov:
Self-Training with Products of Latent Variable Grammars.
12-22
- Jackie Chi Kit Cheung, Gerald Penn:
Utilizing Extra-Sentential Context for Parsing.
23-33
- André F. T. Martins, Noah A. Smith, Eric P. Xing, Pedro M. Q. Aguiar, Mário A. T. Figueiredo:
Turbo Parsers: Dependency Parsing by Approximate Variational Inference.
34-44
- Jordan L. Boyd-Graber, Philip Resnik:
Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation.
45-55
- Wayne Xin Zhao, Jing Jiang, Hongfei Yan, Xiaoming Li:
Jointly Modeling Aspects and Opinions with a MaxEnt-LDA Hybrid.
56-65
- Michael J. Paul, ChengXiang Zhai, Roxana Girju:
Summarizing Contrastive Viewpoints in Opinionated Text.
66-76
- Amit Goyal, Ellen Riloff, Hal Daumé III:
Automatically Producing Plot Unit Representations for Narrative Text.
77-86
- Danish Contractor, Govind Kothari, Tanveer A. Faruquie, L. Venkata Subramaniam, Sumit Negi:
Handling Noisy Queries in Cross Language FAQ Retrieval.
87-96
- Razvan C. Bunescu, Yunfeng Huang:
Learning the Relative Usefulness of Questions in Community QA.
97-107
- Florian Boudin, Jian-Yun Nie, Martin Dawes:
Positional Language Models for Clinical Information Retrieval.
108-115
- Roberto Navigli, Giuseppe Crisafulli:
Inducing Word Senses to Improve Web Search Result Clustering.
116-126
- Philip Resnik, Olivia Buzek, Chang Hu, Yakov Kronrod, Alexander J. Quinn, Benjamin B. Bederson:
Improving Translation via Targeted Paraphrasing.
127-137
- Zhongqiang Huang, Martin Cmejrek, Bowen Zhou:
Soft Syntactic Constraints for Hierarchical Phrase-Based Translation Using Latent Syntactic Distributions.
138-147
- Minh-Thang Luong, Preslav Nakov, Min-Yen Kan:
A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages.
148-157
- Dmitriy Genzel, Jakob Uszkoreit, Franz Josef Och:
'Poetic' Statistical Machine Translation: Rhyme and Meter.
158-166
- Amarnag Subramanya, Slav Petrov, Fernando C. N. Pereira:
Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models.
167-176
- Wei Lu, Hwee Tou Ng:
Better Punctuation Prediction with Dynamic Conditional Random Fields.
177-186
- Xian Qian, Qi Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu:
Joint Training and Decoding Using Virtual Nodes for Cascaded Segmentation and Tagging Tasks.
187-195
- Taesun Moon, Katrin Erk, Jason Baldridge:
Crouching Dirichlet, Hidden Markov Model: Unsupervised POS Tagging with Context Local Tag Generation.
196-206
- Arjun Mukherjee, Bing Liu:
Improving Gender Classification of Blog Authors.
207-217
- Xiaoli Li, Bing Liu, See-Kiong Ng:
Negative Training Data Can be Harmful to Text Classification.
218-228
- Isaac Persing, Alan Davis, Vincent Ng:
Modeling Organization in Student Essays.
229-239
- Daniel David Walker, William B. Lund, Eric K. Ringger:
Evaluating Models of Latent Document Semantics in the Presence of OCR Errors.
240-250
- John Platt, Kristina Toutanova, Wen-tau Yih:
Translingual Document Representations from Discriminative Projections.
251-261
- David Guthrie, Mark Hepple:
Storing the Web in Memory: Space Efficient Language Models with Constant Time Retrieval.
262-272
- Liang Huang, Haitao Mi:
Efficient Incremental Decoding for Tree-to-String Translation.
273-283
- Eric Hardisty, Jordan L. Boyd-Graber, Philip Resnik:
Modeling Perspective Using Adaptor Grammars.
284-292
- Shane Bergsma, Aditya Bhargava, Hua He, Grzegorz Kondrak:
Predicting the Semantic Compositionality of Prefix Verbs.
293-303
- Tao Zhuang, Chengqing Zong:
Joint Inference for Bilingual Semantic Role Labeling.
304-314
- Eduardo Blanco, Dan I. Moldovan:
Automatic Discovery of Manner Relations and its Applications.
315-324
- Roi Reichart, Ari Rappoport:
Tense Sense Disambiguation: A New Syntactic Polysemy Task.
325-334
- Radu Florian, John F. Pitrelli, Salim Roukos, Imed Zitouni:
Improving Mention Detection Robustness to Noisy Input.
335-345
- Longhua Qian, Guodong Zhou:
Clustering-Based Stratified Seed Sampling for Semi-Supervised Relation Classification.
346-355
- Tara McIntosh:
Unsupervised Discovery of Negative Categories in Lexicon Bootstrapping.
356-365
- Zhiyuan Liu, Wenyi Huang, Yabin Zheng, Maosong Sun:
Automatic Keyphrase Extraction via Topic Decomposition.
366-376
- Christina Sauper, Aria Haghighi, Regina Barzilay:
Incorporating Content Structure into Text Analysis Applications.
377-387
- Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng:
Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails.
388-398
- Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka:
A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension.
399-409
- Dave Golland, Percy Liang, Dan Klein:
A Game-Theoretic Approach to Generating Spatial Descriptions.
410-419
- Jinhua Du, Jie Jiang, Andy Way:
Facilitating Translation Using Source Language Paraphrase Lattices.
420-429
- Gae-won You, Seung-won Hwang, Young-In Song, Long Jiang, Zaiqing Nie:
Mining Name Translations from Entity Graph Mapping.
430-439
- Hui Zhang, Min Zhang, Haizhou Li, Engsiong Chng:
Non-Isomorphic Forest Pair Translation.
440-450
- George F. Foster, Cyril Goutte, Roland Kuhn:
Discriminative Instance Weighting for Domain Adaptation in Statistical Machine Translation.
451-459
- Mark Dredze, Aren Jansen, Glen Coppersmith, Ken Ward Church:
NLP on Spoken Documents Without ASR.
460-470
- Zahar Prasov, Joyce Yue Chai:
Fusing Eye Gaze with Speech Recognition Hypotheses to Resolve Exophoric References in Situated Dialogue.
471-481
- Ahmet Aker, Trevor Cohn, Robert J. Gaizauskas:
Multi-Document Summarization Using A* Search and Discriminative Learning.
482-491
- Karthik Raghunathan, Heeyoung Lee, Sudarshan Rangarajan, Nate Chambers, Mihai Surdeanu, Dan Jurafsky, Christopher D. Manning:
A Multi-Pass Sieve for Coreference Resolution.
492-501
- Gabor Angeli, Percy Liang, Dan Klein:
A Simple Domain-Independent Probabilistic Approach to Generation.
502-512
- Kristian Woodsend, Yansong Feng, Mirella Lapata:
Title Generation with Quasi-Synchronous Grammar.
513-523
- Erica Greene, Tugba Bodrumlu, Kevin Knight:
Automatic Analysis of Rhythmic Poetry with Applications to Generation and Translation.
524-533
- Hendra Setiawan, Christopher Dyer, Philip Resnik:
Discriminative Word Alignment with a Function Word Reordering Model.
534-544
- Adrià de Gispert, Juan Pino, William J. Byrne:
Hierarchical Phrase-Based Translation Grammars Extracted from Alignment Posterior Probabilities.
545-554
- Zhongjun He, Yao Meng, Hao Yu:
Maximum Entropy Based Phrase Reordering for Hierarchical Phrase-Based Translation.
555-563
- Dominic Espinosa, Rajakrishnan Rajkumar, Michael White, Shoshana Berleant:
Further Meta-Evaluation of Broad-Coverage Surface Realization.
564-574
- Christos Christodoulopoulos, Sharon Goldwater, Mark Steedman:
Two Decades of Unsupervised POS Induction: How Far Have We Come?
575-584
- Mark Dredze, Tim Oates, Christine D. Piatko:
We're Not in Kansas Anymore: Detecting Domain Changes in Streams.
585-595
- Shaojun Zhao, Daniel Gildea:
A Fast Fertility Hidden Markov Model for Word Alignment Using MCMC.
596-605
- Samidh Chatterjee, Nicola Cancedda:
Minimum Error Rate Training by Sampling the Translation Lattice.
606-615
- Libin Shen, Bing Zhang, Spyros Matsoukas, Jinxi Xu, Ralph M. Weischedel:
Statistical Machine Translation with a Factorized Grammar.
616-625
- Sankaranarayanan Ananthakrishnan, Rohit Prasad, David Stallard, Prem Natarajan:
Discriminative Sample Selection for Statistical Machine Translation.
626-635
- Tagyoung Chung, Daniel Gildea:
Effects of Empty Categories on Machine Translation.
636-645
- Mark Hopkins, Greg Langmead:
SCFG Decoding Without Binarization.
646-655
- Aurélien Max:
Example-Based Paraphrasing for Improved Phrase-Based Statistical Machine Translation.
656-666
- Jinxi Xu, Antti-Veikko I. Rosti:
Combining Unsupervised and Supervised Alignments for MT: An Empirical Study.
667-673
- Eugene Charniak:
Top-Down Nearly-Context-Sensitive Parsing.
674-683
- Roi Reichart, Ari Rappoport:
Improved Fully Unsupervised Parsing with Zoomed Learning.
684-693
- Rebecca Dridan, Timothy Baldwin:
Unsupervised Parse Selection for HPSG.
694-704
- Slav Petrov, Pi-Chuan Chang, Michael Ringgaard, Hiyan Alshawi:
Uptraining for Accurate Deterministic Question Parsing.
705-713
- Qiaoming Zhu, Junhui Li, Hongling Wang, Guodong Zhou:
A Unified Framework for Scope Learning via Simplified Shallow Semantic Parsing.
714-724
- Rushin Shah, Paramveer S. Dhillon, Mark Liberman, Dean P. Foster, Mohamed Maamouri, Lyle H. Ungar:
A New Approach to Lexical Disambiguation of Arabic Text.
725-735
- Stephen A. Boxwell, Dennis Mehay, Chris Brew:
What a Parser Can Learn from a Semantic Role Labeler and Vice Versa.
736-744
- Ioannis P. Klapaftis, Suresh Manandhar:
Word Sense Induction Disambiguation Using Hierarchical Random Graphs.
745-755
- Chen Zhang, Joyce Yue Chai:
Towards Conversation Entailment: An Empirical Investigation.
756-766
- Ming-Wei Chang, Michael Connor, Dan Roth:
The Necessity of Combining Adaptation Methods.
767-777
- Hai Son Le, Alexandre Allauzen, Guillaume Wisniewski, François Yvon:
Training Continuous Space Language Models: Some Practical Issues.
778-788
- Baobao Chang, Dongxu Han:
Enhancing Domain Portability of Chinese Segmentation Model Using Chi-Square Statistics and Bootstrapping.
789-798
- Michael Lamar, Yariv Maron, Elie Bienenstock:
Latent-Descriptor Clustering for Unsupervised POS Induction.
799-809
- Peter McClanahan, George Busby, Robbie Haertel, Kristian Heal, Deryle Lonsdale, Kevin D. Seppi, Eric K. Ringger:
A Probabilistic Morphological Analyzer for Syriac.
810-820
- Vladimir Eidelman, Zhongqiang Huang, Mary P. Harper:
Lessons Learned in Part-of-Speech Tagging of Conversational Speech.
821-831
- Valentin Zhikov, Hiroya Takamura, Manabu Okumura:
An Efficient Algorithm for Unsupervised Word Segmentation with Branching Entropy and MDL.
832-842
- Yue Zhang, Stephen Clark:
A Fast Decoder for Joint Word Segmentation and POS-Tagging Using a Single Discriminative Model.
843-852
- Yoong Keok Lee, Aria Haghighi, Regina Barzilay:
Simple Type-Level Unsupervised POS Tagging.
853-861
- Su Nam Kim, Lawrence Cavedon, Timothy Baldwin:
Classifying Dialogue Acts in One-on-One Live Chats.
862-871
- Bin Chen, Jian Su, Chew Lim Tan:
Resolving Event Noun Phrases to Their Verbal Mentions.
872-881
- Fang Kong, Guodong Zhou:
A Tree Kernel-Based Unified Framework for Chinese Zero Anaphora Resolution.
882-891
- Masaki Murata, Tomohiro Ohno, Shigeki Matsubara:
Automatic Comma Insertion for Japanese Text Generation.
892-901
- Kostadin Cholakov, Gertjan van Noord:
Using Unknown Word Techniques to Learn Known Words.
902-912
- Pawel P. Mazur, Robert Dale:
WikiWars: A New Corpus for Research on Temporal Expressions.
913-922
- Chang Liu, Daniel Dahlmeier, Hwee Tou Ng:
PEM: A Paraphrase Evaluation Metric Exploiting Parallel Texts.
923-932
- Guillaume Wisniewski, Alexandre Allauzen, François Yvon:
Assessing Phrase-Based Translation Models with Oracle Decoding.
933-943
- Hideki Isozaki, Tsutomu Hirao, Kevin Duh, Katsuhito Sudoh, Hajime Tsukada:
Automatic Evaluation of Translation Quality for Distant Language Pairs.
944-952
- Aïda Khemakhem, Bilel Gargouri, Abdelmajid Ben Hamadou:
An Approach of Generating Personalized Views from Normalized Electronic Dictionaries : A Practical Experiment on Arabic Language.
953-960
- Alla Rozovskaya, Dan Roth:
Generating Confusion Sets for Context-Sensitive Error Correction.
961-970
- Avihai Mejer, Koby Crammer:
Confidence in Structured-Prediction Using Confidence-Weighted Models.
971-981
- Ekaterina Buyko, Udo Hahn:
Evaluating the Impact of Alternative Dependency Graph Encodings on Solving Event Extraction Tasks.
982-992
- Yassine Benajiba, Imed Zitouni:
Enhancing Mention Detection Using Projection via Aligned Corpora.
993-1001
- Laura Chiticariu, Rajasekar Krishnamurthy, Yunyao Li, Frederick Reiss, Shivakumar Vaithyanathan:
Domain Adaptation of Rule-Based Annotators for Named-Entity Recognition Tasks.
1002-1012
- Limin Yao, Sebastian Riedel, Andrew McCallum:
Collective Cross-Document Relation Extraction Without Labelled Data.
1013-1023
- Apoorv Agarwal, Owen Rambow:
Automatic Detection and Classification of Social Events.
1024-1034
- Niklas Jakob, Iryna Gurevych:
Extracting Opinion Targets in a Single and Cross-Domain Setting with Conditional Random Fields.
1035-1045
- Ainur Yessenalina, Yisong Yue, Claire Cardie:
Multi-Level Structured Models for Document-Level Sentiment Classification.
1046-1056
- Lei Shi, Rada Mihalcea, Mingjun Tian:
Cross Language Text Classification by Model Translation and Semi-Supervised Learning.
1057-1067
- Xiaohua Liu, Bo Han, Kuan Li, Stephan Hyeonjun Stiller, Ming Zhou:
SRL-Based Verb Selection for ESL.
1068-1076
- Yunliang Jiang, Cindy Xide Lin, Qiaozhu Mei:
Context Comparison of Bursty Events in Web Search and Online Media.
1077-1087
- Stefan Schoenmackers, Jesse Davis, Oren Etzioni, Daniel S. Weld:
Learning First-Order Horn Clauses from Web Text.
1088-1098
- Quang Do, Dan Roth:
Constraints Based Taxonomic Relation Classification.
1099-1109
- Zornitsa Kozareva, Eduard H. Hovy:
A Semi-Supervised Method to Learn and Construct Taxonomies Using the Web.
1110-1118
- Fan Bu, Xingwei Zhu, Yu Hao, Xiaoyan Zhu:
Function-Based Question Classification for General QA.
1119-1128
- Ruiqiang Zhang, Yuki Konda, Anlei Dong, Pranam Kolari, Yi Chang, Zhaohui Zheng:
Learning Recurrent Event Queries for Web Search.
1129-1139
- Amr Ahmed, Eric P. Xing:
Staying Informed: Supervised and Semi-Supervised Multi-View Topical Analysis of Ideological Perspective.
1140-1150
- Yves Scherrer, Owen Rambow:
Word-Based Dialect Identification with Georeferenced Rules.
1151-1161
- Georgiana Dinu, Mirella Lapata:
Measuring Distributional Similarity in Context.
1162-1172
- Joseph Reisinger, Raymond J. Mooney:
A Mixture Model with Sharing for Lexical Semantics.
1173-1182
- Marco Baroni, Roberto Zamparelli:
Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space.
1183-1193
- Ching-Yun Chang, Stephen Clark:
Practical Linguistic Steganography Using Contextual Synonym Substitution and Vertex Colour Coding.
1194-1203
- Phil Blunsom, Trevor Cohn:
Unsupervised Induction of Tree Substitution Grammars for Dependency Parsing.
1204-1213
- Samuel Brody:
It Depends on the Translation: Unsupervised Dependency Parsing via Word Alignment.
1214-1222
- Tom Kwiatkowski, Luke S. Zettlemoyer, Sharon Goldwater, Mark Steedman:
Inducing Probabilistic CCG Grammars from Logical Form with Higher-Order Unification.
1223-1233
- Tahira Naseem, Harr Chen, Regina Barzilay, Mark Johnson:
Using Universal Linguistic Knowledge to Guide Grammar Induction.
1234-1244
- Ahmed Hassan, Vahed Qazvinian, Dragomir R. Radev:
What's with the Attitude? Identifying Sentences with Attitude in Online Discussions.
1245-1255
- Raghavendra Udupa, Shaishav Kumar:
Hashing-Based Approaches to Spelling Correction of Personal Names.
1256-1265
- Thomas Lin, Mausam, Oren Etzioni:
Identifying Functional Relations in Web Text.
1266-1276
- Jacob Eisenstein, Brendan O'Connor, Noah A. Smith, Eric P. Xing:
A Latent Variable Model for Geographic Lexical Variation.
1277-1287
- Terry Koo, Alexander M. Rush, Michael Collins, Tommi Jaakkola, David Sontag:
Dual Decomposition for Parsing with Non-Projective Head Automata.
1288-1298
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