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Proceedings of the ACL 2010 Conference Short Papers
Jan Hajič | Sandra Carberry | Stephen Clark | Joakim Nivre

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Paraphrase Lattice for Statistical Machine Translation
Takashi Onishi | Masao Utiyama | Eiichiro Sumita

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A Joint Rule Selection Model for Hierarchical Phrase-Based Translation
Lei Cui | Dongdong Zhang | Mu Li | Ming Zhou | Tiejun Zhao

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Learning Lexicalized Reordering Models from Reordering Graphs
Jinsong Su | Yang Liu | Yajuan Lv | Haitao Mi | Qun Liu

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Filtering Syntactic Constraints for Statistical Machine Translation
Hailong Cao | Eiichiro Sumita

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Diversify and Combine: Improving Word Alignment for Machine Translation on Low-Resource Languages
Bing Xiang | Yonggang Deng | Bowen Zhou

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Efficient Path Counting Transducers for Minimum Bayes-Risk Decoding of Statistical Machine Translation Lattices
Graeme Blackwood | Adrià de Gispert | William Byrne

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The Same-Head Heuristic for Coreference
Micha Elsner | Eugene Charniak

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Authorship Attribution Using Probabilistic Context-Free Grammars
Sindhu Raghavan | Adriana Kovashka | Raymond Mooney

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The Impact of Interpretation Problems on Tutorial Dialogue
Myroslava O. Dzikovska | Johanna D. Moore | Natalie Steinhauser | Gwendolyn Campbell

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The Prevalence of Descriptive Referring Expressions in News and Narrative
Raquel Hervás | Mark Finlayson

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Preferences versus Adaptation during Referring Expression Generation
Martijn Goudbeek | Emiel Krahmer

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Cognitively Plausible Models of Human Language Processing
Frank Keller

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The Manually Annotated Sub-Corpus: A Community Resource for and by the People
Nancy Ide | Collin Baker | Christiane Fellbaum | Rebecca Passonneau

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Correcting Errors in a Treebank Based on Synchronous Tree Substitution Grammar
Yoshihide Kato | Shigeki Matsubara

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Evaluating Machine Translations Using mNCD
Marcus Dobrinkat | Tero Tapiovaara | Jaakko Väyrynen | Kimmo Kettunen

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Tackling Sparse Data Issue in Machine Translation Evaluation
Ondřej Bojar | Kamil Kos | David Mareček

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Exemplar-Based Models for Word Meaning in Context
Katrin Erk | Sebastian Padó

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A Structured Model for Joint Learning of Argument Roles and Predicate Senses
Yotaro Watanabe | Masayuki Asahara | Yuji Matsumoto

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Semantics-Driven Shallow Parsing for Chinese Semantic Role Labeling
Weiwei Sun

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Collocation Extraction beyond the Independence Assumption
Gerlof Bouma

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Automatic Collocation Suggestion in Academic Writing
Jian-Cheng Wu | Yu-Chia Chang | Teruko Mitamura | Jason S. Chang

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Event-Based Hyperspace Analogue to Language for Query Expansion
Tingxu Yan | Tamsin Maxwell | Dawei Song | Yuexian Hou | Peng Zhang

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Automatically Generating Term Frequency Induced Taxonomies
Karin Murthy | Tanveer A Faruquie | L Venkata Subramaniam | Hima Prasad K | Mukesh Mohania

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Complexity Assumptions in Ontology Verbalisation
Richard Power

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Word Alignment with Synonym Regularization
Hiroyuki Shindo | Akinori Fujino | Masaaki Nagata

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Better Filtration and Augmentation for Hierarchical Phrase-Based Translation Rules
Zhiyang Wang | Yajuan Lv | Qun Liu | Young-Sook Hwang

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Fixed Length Word Suffix for Factored Statistical Machine Translation
Narges Sharif Razavian | Stephan Vogel

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Unsupervised Discourse Segmentation of Documents with Inherently Parallel Structure
Minwoo Jeong | Ivan Titov

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Coreference Resolution with Reconcile
Veselin Stoyanov | Claire Cardie | Nathan Gilbert | Ellen Riloff | David Buttler | David Hysom

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Predicate Argument Structure Analysis Using Transformation Based Learning
Hirotoshi Taira | Sanae Fujita | Masaaki Nagata

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Improving Chinese Semantic Role Labeling with Rich Syntactic Features
Weiwei Sun

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Balancing User Effort and Translation Error in Interactive Machine Translation via Confidence Measures
Jesús González-Rubio | Daniel Ortiz-Martínez | Francisco Casacuberta

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Improving Arabic-to-English Statistical Machine Translation by Reordering Post-Verbal Subjects for Alignment
Marine Carpuat | Yuval Marton | Nizar Habash

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Learning Common Grammar from Multilingual Corpus
Tomoharu Iwata | Daichi Mochihashi | Hiroshi Sawada

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Tree-Based Deterministic Dependency Parsing — An Application to Nivre’s Method —
Kotaro Kitagawa | Kumiko Tanaka-Ishii

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Sparsity in Dependency Grammar Induction
Jennifer Gillenwater | Kuzman Ganchev | João Graça | Fernando Pereira | Ben Taskar

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Top-Down K-Best A* Parsing
Adam Pauls | Dan Klein | Chris Quirk

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Simple Semi-Supervised Training of Part-Of-Speech Taggers
Anders Søgaard

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Efficient Optimization of an MDL-Inspired Objective Function for Unsupervised Part-Of-Speech Tagging
Ashish Vaswani | Adam Pauls | David Chiang

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SVD and Clustering for Unsupervised POS Tagging
Michael Lamar | Yariv Maron | Mark Johnson | Elie Bienenstock

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Intelligent Selection of Language Model Training Data
Robert C. Moore | William Lewis

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Blocked Inference in Bayesian Tree Substitution Grammars
Trevor Cohn | Phil Blunsom

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Online Generation of Locality Sensitive Hash Signatures
Benjamin Van Durme | Ashwin Lall

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Optimizing Question Answering Accuracy by Maximizing Log-Likelihood
Matthias H. Heie | Edward W. D. Whittaker | Sadaoki Furui

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Generating Entailment Rules from FrameNet
Roni Ben Aharon | Idan Szpektor | Ido Dagan

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Don’t ‘Have a Clue’? Unsupervised Co-Learning of Downward-Entailing Operators.
Cristian Danescu-Niculescu-Mizil | Lillian Lee

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Vocabulary Choice as an Indicator of Perspective
Beata Beigman Klebanov | Eyal Beigman | Daniel Diermeier

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Cross Lingual Adaptation: An Experiment on Sentiment Classifications
Bin Wei | Christopher Pal

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Using Anaphora Resolution to Improve Opinion Target Identification in Movie Reviews
Niklas Jakob | Iryna Gurevych

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Hierarchical Sequential Learning for Extracting Opinions and Their Attributes
Yejin Choi | Claire Cardie

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Jointly Optimizing a Two-Step Conditional Random Field Model for Machine Transliteration and Its Fast Decoding Algorithm
Dong Yang | Paul Dixon | Sadaoki Furui

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Arabic Named Entity Recognition: Using Features Extracted from Noisy Data
Yassine Benajiba | Imed Zitouni | Mona Diab | Paolo Rosso

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Extracting Sequences from the Web
Anthony Fader | Stephen Soderland | Oren Etzioni

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An Entity-Level Approach to Information Extraction
Aria Haghighi | Dan Klein

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A Semi-Supervised Key Phrase Extraction Approach: Learning from Title Phrases through a Document Semantic Network
Decong Li | Sujian Li | Wenjie Li | Wei Wang | Weiguang Qu

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Domain Adaptation of Maximum Entropy Language Models
Tanel Alumäe | Mikko Kurimo

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Decision Detection Using Hierarchical Graphical Models
Trung H. Bui | Stanley Peters

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Using Speech to Reply to SMS Messages While Driving: An In-Car Simulator User Study
Yun-Cheng Ju | Tim Paek

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Classification of Feedback Expressions in Multimodal Data
Costanza Navarretta | Patrizia Paggio

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Optimizing Informativeness and Readability for Sentiment Summarization
Hitoshi Nishikawa | Takaaki Hasegawa | Yoshihiro Matsuo | Genichiro Kikui

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Last but Definitely Not Least: On the Role of the Last Sentence in Automatic Polarity-Classification
Israela Becker | Vered Aharonson

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Automatically Generating Annotator Rationales to Improve Sentiment Classification
Ainur Yessenalina | Yejin Choi | Claire Cardie

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Simultaneous Tokenization and Part-Of-Speech Tagging for Arabic without a Morphological Analyzer
Seth Kulick

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Hierarchical A* Parsing with Bridge Outside Scores
Adam Pauls | Dan Klein

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Using Parse Features for Preposition Selection and Error Detection
Joel Tetreault | Jennifer Foster | Martin Chodorow

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Distributional Similarity vs. PU Learning for Entity Set Expansion
Xiao-Li Li | Lei Zhang | Bing Liu | See-Kiong Ng

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Active Learning-Based Elicitation for Semi-Supervised Word Alignment
Vamshi Ambati | Stephan Vogel | Jaime Carbonell

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An Active Learning Approach to Finding Related Terms
David Vickrey | Oscar Kipersztok | Daphne Koller

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Learning Better Data Representation Using Inference-Driven Metric Learning
Paramveer S. Dhillon | Partha Pratim Talukdar | Koby Crammer

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Wrapping up a Summary: From Representation to Generation
Josef Steinberger | Marco Turchi | Mijail Kabadjov | Ralf Steinberger | Nello Cristianini