ACL 2010
July 11-16

List of Accepted Papers

Disclaimer: Titles and author lists are taken from the original submissions and may be different in the final program and proceedings.

Long Papers

A BAYESIAN METHOD FOR ROBUST ESTIMATION OF DISTRIBUTIONAL SIMILARITIES
Jun'ichi Kazama, Stijn De Saeger, Kow Kuroda, Masaki Murata and Kentaro
Torisawa

A CONSTRAINT PROGRAMMING METHOD FOR DETERMINISTIC BLOOM FILTERING OF
CONCEPT LATTICES
Matthew Skala, Victoria Krakovna, János Kramár and Gerald Penn

A GAME-THEORETIC MODEL OF METAPHORICAL BARGAINING
Beata Beigman Klebanov and Eyal Beigman

A HYBRID HIERARCHICAL MODEL FOR MULTI-DOCUMENT SUMMARIZATION
Asli Celikyilmaz and Dilek Hakkani-Tur

A HYBRID RULE/MODEL-BASED FINITE-STATE FRAMEWORK FOR NORMALIZING SMS
MESSAGES
Richard Beaufort, Sophie Roekhaut, Louise-Amélie Cougnon and Cédrick
Fairon

A LATENT DIRICHLET ALLOCATION METHOD FOR SELECTIONAL PREFERENCES
Alan Ritter, Mausam and Oren Etzioni

A MODEL FOR COMPUTATIONAL DECIPHERMENT
Benjamin Snyder, Regina Barzilay and Kevin Knight

A RATIONAL MODEL OF EYE MOVEMENT CONTROL IN READING
Klinton Bicknell and Roger Levy

A RISK MINIMIZATION FRAMEWORK FOR EXTRACTIVE SPEECH SUMMARIZATION
Shih-Hsiang Lin and Berlin Chen

A STUDY OF INFORMATION RETRIEVAL WEIGHTING SCHEMES FOR SENTIMENT
ANALYSIS
Georgios Paltoglou and Mike Thelwall

A TAXONOMY, DATASET, AND CLASSIFIER FOR AUTOMATIC NOUN COMPOUND
INTERPRETATION
Stephen Tratz and Eduard Hovy

A TRANSITION-BASED PARSER FOR 2-PLANAR DEPENDENCY STRUCTURES
Carlos Gómez-Rodríguez and Joakim Nivre

A TREE TRANSDUCER MODEL FOR SYNCHRONOUS TREE-ADJOINING GRAMMARS
Andreas Maletti

A UNIFIED GRAPH MODEL FOR SENTENCE-BASED OPINION RETRIEVAL
Binyang Li, Lanjun Zhou, Shi Feng and Kam-Fai Wong

ACCURATE CONTEXT-FREE PARSING WITH COMBINATORY CATEGORIAL GRAMMAR
Timothy A. D. Fowler and Gerald Penn

ALL WORDS DOMAIN ADAPTED WSD: FINDING A MIDDLE GROUND BETWEEN
SUPERVISION AND UNSUPERVISION
Mitesh Khapra, Anup Kulkarni, Saurabh Sohoney and Pushpak Bhattacharyya

ALL WORDS WORD SENSE DISAMBIGUATION: COMBINING ORTHOGONAL MONOLINGUAL
AND MULTILINGUAL SOURCES OF EVIDENCE
Weiwei Guo and Mona Diab

AN EXACT A* METHOD FOR DECIPHERING LETTER-SUBSTITUTION CIPHERS
Eric Corlett and Gerald Penn

ASSESSING THE ROLE OF DISCOURSE REFERENCES IN ENTAILMENT INFERENCE
Shachar Mirkin, Ido Dagan and Sebastian Padó

AUTOMATED PLANNING FOR SITUATED NATURAL LANGUAGE GENERATION
Konstantina Garoufi and Alexander Koller

AUTOMATIC EVALUATION METHOD FOR MACHINE TRANSLATION USING NOUN-PHRASE
CHUNKING
Hiroshi Echizen-ya and Kenji Araki

AUTOMATIC EVALUATION OF LINGUISTIC QUALITY IN MULTI-DOCUMENT
SUMMARIZATION
Emily Pitler, Annie Louis and Ani Nenkova

AUTOMATIC GENERATION OF STORY HIGHLIGHTS
Kristian Woodsend and Mirella Lapata

AUTOMATIC SOCIAL NETWORK EXTRACTION FOR LITERARY FICTION
David Elson, Nicholas Dames and Kathleen McKeown

BABELNET: A VERY LARGE MULTILINGUAL SEMANTIC NETWORK
Roberto Navigli and Simone Paolo Ponzetto

BEYOND NOMBANK: A STUDY OF IMPLICIT ARGUMENTATION FOR NOMINAL
PREDICATES
Matthew Gerber and Joyce Chai

BILINGUAL LEXICON GENERATION USING NON-ALIGNED SIGNATURES
Daphna Shezaf and Ari Rappoport

BILINGUAL SENSE SIMILARITY FOR STATISTICAL MACHINE TRANSLATION
Boxing Chen, George Foster and Roland Kuhn

BITEXT DEPENDENCY PARSING WITH BILINGUAL SUBTREE CONSTRAINTS
Wenliang Chen, Jun'ichi Kazama and Kentaro Torisawa

BOOSTING-BASED SYSTEM COMBINATION FOR MACHINE TRANSLATION
Tong Xiao, Jingbo Zhu, Muhua Zhu and Huizhen Wang

BOOTSTRAPPING SEMANTIC ANALYZERS FROM NON-CONTRADICTORY TEXTS
Ivan Titov and Mikhail Kozhevnikov

BRIDGING SMT AND TM WITH TRANSLATION RECOMMENDATION
Yifan He, Yanjun Ma, Josef van Genabith and Andy Way

BUCKING THE TREND: LARGE-SCALE COST-FOCUSED ACTIVE LEARNING FOR
STATISTICAL MACHINE TRANSLATION
Michael Bloodgood and Chris Callison-Burch

COMBINING DATA AND MATHEMATICAL MODELS OF LANGUAGE CHANGE
Morgan Sonderegger and Partha Niyogi

COMPARABLE ENTITY MINING FROM COMPARATIVE QUESTIONS
Shasha Li, Chin-Yew Lin, Young-In Song and Zhoujun Li

COMPLEXITY METRICS IN AN INCREMENTAL RIGHT-CORNER PARSER
Stephen Wu, Asaf Bachrach, Carlos Cardenas and William Schuler

COMPOSITIONAL MATRIX-SPACE MODELS OF LANGUAGE
Sebastian Rudolph and Eugenie Giesbrecht

COMPUTING WEAKEST READINGS
Alexander Koller and Stefan Thater

CONDITIONAL RANDOM FIELDS FOR WORD HYPHENATION
Nikolaos Trogkanis and Charles Elkan

CONSTITUENT-TO-DEPENDENCY TRANSLATION WITH FORESTS
Haitao Mi and Qun Liu

CONTEXTUALIZING SEMANTIC REPRESENTATIONS USING SYNTACTICALLY ENRICHED
VECTOR MODELS
Stefan Thater, Hagen Fürstenau and Manfred Pinkal

CONVOLUTION KERNEL OVER PACKED PARSE FOREST
Min Zhang, Hui Zhang and Haizhou Li

COREFERENCE RESOLUTION ACROSS CORPORA: LANGUAGES, CODING SCHEMES, AND
PREPROCESSING INFORMATION
Marta Recasens and Eduard Hovy

CORRECTING ERRORS IN SPEECH RECOGNITION WITH ARTICULATORY DYNAMICS
Frank Rudzicz

CREATING ROBUST SUPERVISED CLASSIFIERS VIA WEB-SCALE N-GRAM DATA
Shane Bergsma, Emily Pitler and Dekang Lin

CROSS-LANGUAGE DOCUMENT SUMMARIZATION BASED ON MACHINE TRANSLATION
QUALITY PREDICTION
Xiaojun Wan

CROSS-LANGUAGE TEXT CLASSIFICATION USING STRUCTURAL CORRESPONDENCE
LEARNING
Peter Prettenhofer and Benno Stein

CROSS-LINGUAL LATENT TOPIC EXTRACTION
Duo Zhang, Qiaozhu Mei and ChengXiang Zhai

DEPENDENCY PARSING AND PROJECTION BASED ON WORD-PAIR CLASSIFICATION
Wenbin Jiang and Qun Liu

DETECTING ERRORS IN AUTOMATICALLY-PARSED DEPENDENCY RELATIONS
Markus Dickinson

DETECTING EXPERIENCES FROM WEBLOGS
Keun Chan Park, Yoonjae Jeong and Sung Hyon Myaeng

DISCRIMINATIVE MODELING OF EXTRACTION SETS FOR MACHINE TRANSLATION
John DeNero and Dan Klein

DISCRIMINATIVE PRUNING FOR DISCRIMINATIVE ITG ALIGNMENT
Shujie Liu and Chi-Ho Li

DYNAMIC PROGRAMMING FOR LINEAR-TIME SHIFT-REDUCE PARSING
Liang Huang and Kenji Sagae

EFFICIENT INFERENCE THROUGH CASCADES OF WEIGHTED TREE TRANSDUCERS
Jonathan May, Kevin Knight and Heiko Vogler

EFFICIENT STAGGERED DECODING FOR SEQUENCE LABELING
Nobuhiro Kaji, Yasuhiro Fujiwara, Naoki Yoshinaga and Masaru
Kitsuregawa

EFFICIENT THIRD-ORDER DEPENDENCY PARSERS
Terry Koo and Michael Collins

EMPLOYING PERSONAL/IMPERSONAL VIEWS IN SUPERVISED AND SEMI-SUPERVISED
SENTIMENT CLASSIFICATION
Shoushan Li, Chu-Ren Huang, Guodong Zhou and Sophia Y. M. Lee

ENHANCED WORD DECOMPOSITION BY CALIBRATING THE DECISION THRESHOLD OF
COMBINED PROBABILISTIC MODELS
Sebastian Spiegler and Peter Flach

ENTITY-BASED LOCAL COHERENCE MODELLING USING TOPOLOGICAL FIELDS
Jackie Chi Kit Cheung and Gerald Penn

ERROR DETECTION FOR STATISTICAL MACHINE TRANSLATION USING LINGUISTIC
FEATURES
Deyi Xiong, Min Zhang and Haizhou Li

ESTIMATING STRICTLY PIECEWISE DISTRIBUTIONS
Jeffrey Heinz and James Rogers

EVALUATING MULTILANGUAGE-COMPARABILITY OF SUBJECTIVITY ANALYSIS SYSTEMS
Jungi Kim, Jin-ji Li and Jong-Hyeok Lee

EXPERIMENTS IN GRAPH-BASED SEMI-SUPERVISED LEARNING METHODS FOR
CLASS-INSTANCE ACQUISITION
Partha Pratim Talukdar and Fernando Pereira

EXPLORING SYNTACTIC STRUCTURAL FEATURES FOR SUBTREE ALIGNMENT USING
BILINGUAL TREE KERNELS
Jun Sun, Min Zhang and Chew Lim Tan

EXTRACTION AND APPROXIMATION OF NUMERICAL ATTRIBUTES FROM THE WEB
Dmitry Davidov and Ari Rappoport

FASTER PARSING BY SUPERTAGGER ADAPTATION
Jonathan K. Kummerfeld, Jessika Roesner, Tim Dawborn, James Haggerty,
James R. Curran and Stephen Clark

FINDING COGNATE GROUPS USING PHYLOGENIES
David Hall and Dan Klein

FINE-GRAINED GENRE CLASSIFICATION USING STRUCTURAL LEARNING ALGORITHMS
Zhili Wu, Katja Markert and Serge Sharoff

FINE-GRAINED TREE-TO-STRING TRANSLATION RULE EXTRACTION
Xianchao Wu, Takuya Matsuzaki and Jun'ichi Tsujii

FROM GAZE DURATION AND EYE MOVEMENTS TO ANNOTATION COMPLEXITY -- HOW
EYE-TRACKING PROVIDES INSIGHTS INTO ANNOTATION COSTS
Tomanek Katrin, Udo Hahn, Steffen Lohmann and Jürgen Ziegler

FULLY UNSUPERVISED CORE-ADJUNCT ARGUMENT CLASSIFICATION
Omri Abend and Ari Rappoport

FUZZY TREE-TO-TREE TRANSLATION
David Chiang

GENERATING FINE-GRAINED REVIEWS OF SONGS FROM ALBUM REVIEWS
Swati Tata and Barbara Di Eugenio

GENERATING FOCUSED TOPIC-SPECIFIC FOCUSED SENTIMENT LEXICONS
Valentin Jijkoun, Maarten de Rijke and Wouter Weerkamp

GENERATING IMAGE DESCRIPTIONS USING DEPENDENCY RELATIONAL PATTERNS
Ahmet Aker and Robert Gaizauskas

GENERATING TEMPLATES OF ENTITY SUMMARIES WITH AN ENTITY-ASPECT MODEL
AND PATTERN MINING
Peng Li, Jing Jiang and Yinglin Wang

GLOBAL LEARNING OF FOCUSED ENTAILMENT GRAPHS
Jonathan Berant, Ido Dagan and Jacob Goldberger

HARD CONSTRAINTS FOR GRAMMATICAL FUNCTION LABELLING
Wolfgang Seeker, Ines Rehbein, Jonas Kuhn and Josef Van Genabith

HIERARCHICAL JOINT LEARNING: IMPROVING JOINT PARSING AND NAMED ENTITY
RECOGNITION WITH NON-JOINTLY LABELED DATA
Jenny Rose Finkel, Richard Socher and Christopher D. Manning

HIERARCHICAL SEARCH FOR WORD ALIGNMENT
Jason Riesa and Daniel Marcu

HINDI-TO-URDU MACHINE TRANSLATION THROUGH TRANSLITERATION
Nadir Durrani, Hassan Sajjad, Alexander Fraser and Helmut Schmid

HOW MANY WORDS IS A PICTURE WORTH? AUTOMATIC CAPTION GENERATION FOR
NEWS IMAGES
Yansong Feng and Mirella Lapata

IDENTIFYING GENERIC NOUN PHRASES
Nils Reiter and Anette Frank

IDENTIFYING NON-EXPLICIT CITING SENTENCES FOR CITATION-BASED
SUMMARIZATION.
Vahed Qazvinian and Dragomir R. Radev

IDENTIFYING TEXT POLARITY USING RANDOM WALKS
Ahmed Hassan and Dragomir Radev

IMPORTANCE-DRIVEN TURN-BIDDING FOR SPOKEN DIALOGUE SYSTEMS
Ethan Selfridge and Peter Heeman

IMPROVED UNSUPERVISED POS INDUCTION THROUGH PROTOTYPE DISCOVERY
Omri Abend, Roi Reichart and Ari Rappoport

IMPROVING MULTILINGUAL SUMMARIZATION USING A GENETIC ALGORITHM
Marina Litvak, Mark Last and Menahem Friedman

IMPROVING STATISTICAL MACHINE TRANSLATION WITH MONOLINGUAL COLLOCATION
Zhanyi Liu, Haifeng Wang, Hua Wu and Sheng Li

IMPROVING THE USE OF PSEUDO-WORDS FOR EVALUATING SELECTIONAL
PREFERENCES
Nathanael Chambers and Dan Jurafsky

INCORPORATING EXTRA-LINGUISTIC INFORMATION INTO REFERENCE RESOLUTION IN
COLLABORATIVE TASK DIALOGUE
Ryu Iida, Syunpei Kobayashi and Takenobu Tokunaga

INDUCING DOMAIN-SPECIFIC SEMANTIC CLASS TAGGERS FROM (ALMOST)
NOTHING
Ruihong Huang and Ellen Riloff

INDUCTION OF TREE-TO-TREE STSG VIA BAYESIAN INFERENCE AND ITS
APPLICATION TO SENTENCE COMPRESSION
Elif Yamangil

JOINT SYNTACTIC AND SEMANTIC PARSING OF CHINESE
Junhui Li, Guodong Zhou and Hwee Tou Ng

KERNEL BASED DISCOURSE ANALYSIS WITH TEMPORAL ORDERING INFORMATION
WenTing WANG, Jian SU and ChewLim TAN

KNOWLEDGE-RICH WORD SENSE DISAMBIGUATION RIVALING SUPERVISED SYSTEMS
Simone Paolo Ponzetto and Roberto Navigli

LATENT VARIABLE MODELS OF SELECTIONAL PREFERENCE
Diarmuid Ó Séaghdha

LEARNING 5000 RELATIONAL EXTRACTORS
Raphael Hoffmann, Congle Zhang and Daniel S. Weld

LEARNING ARGUMENTS AND SUPERTYPES OF SEMANTIC RELATIONS USING RECURSIVE
PATTERNS
Zornitsa Kozareva and Eduard Hovy

LEARNING PHRASE-BASED SPELLING ERROR MODELS FROM CLICKTHROUGH DATA
Xu Sun, Jianfeng Gao, Daniel Micol and Chris Quirk

LEARNING SCRIPT KNOWLEDGE WITH WEB EXPERIMENTS
Michaela Regneri, Alexander Koller and Manfred Pinkal

LEARNING TO ADAPT TO UNKNOWN USERS: REFERRING EXPRESSION GENERATION IN
SPOKEN DIALOGUE SYSTEMS
Srinivasan Janarthanam and Oliver Lemon

LEARNING TO FOLLOW NAVIGATIONAL DIRECTIONS
Adam Vogel and Dan Jurafsky

LEARNING WORD-CLASS LATTICES FOR DEFINITION AND HYPERNYM EXTRACTION
Roberto Navigli and Paola Velardi

LETTER-PHONEME ALIGNMENT: AN EXPLORATION
Sittichai Jiampojamarn and Grzegorz Kondrak

METADATA-AWARE MEASURES FOR ANSWER SUMMARIZATION IN COMMUNITY QUESTION
ANSWERING
Mattia Tomasoni and Minlie Huang

MINIMIZED MODELS AND GRAMMAR-INFORMED INITIALIZATION FOR SUPERTAGGING
WITH HIGHLY AMBIGUOUS LEXICONS
Sujith Ravi, Jason Baldridge and Kevin Knight

MODELING NORMS OF TURN-TAKING IN MULTI-PARTY CONVERSATION
Kornel Laskowski

MODELING SEMANTIC RELEVANCE FOR QUESTION-ANSWER PAIRS IN WEB SOCIAL
COMMUNITIES
Baoxun Wang, Xiaolong Wang, Bingquan Liu, Chengjie Sun and Lin Sun

MODELS OF METAPHOR IN NLP
Ekaterina Shutova

MULTILINGUAL RELEVANCE FEEDBACK: ONE LANGUAGE CAN HELP ANOTHER
Manoj Kumar Chinnakotla, Karthik Raman and Pushpak Bhattacharyya

NEWS RECOMMENDATION IN FORUM-BASED SOCIAL MEDIA
Jia Wang, Qing Li, Yuanzhu Peter Chen and Zhangxi Lin

NOW, WHERE WAS I? RESUMPTION STRATEGIES FOR AN IN-VEHICLE DIALOGUE
SYSTEM
Jessica Villing

ON JOINTLY RECOGNIZING AND ALIGNING BILINGUAL NAMED ENTITIES
Yufeng Chen, Chengqing Zong and Keh-Yih Su

ON LEARNING SUBTYPES OF THE PART-WHOLE RELATION: DO NOT MIX YOUR SEEDS
Ashwin Ittoo and Gosse Bouma

ON THE COMPUTATIONAL COMPLEXITY OF DOMINANCE LINKS IN GRAMMATICAL
FORMALISMS
Sylvain Schmitz

OPEN INFORMATION EXTRACTION USING WIKIPEDIA
Fei Wu and Daniel S. Weld

OPEN-DOMAIN SEMANTIC ROLE LABELING BY LEARNING MODELS OF WORD SPANS
Fei Huang and Alexander Yates

OPTIMAL RANK REDUCTION OF LCFRSS WITH FAN-OUT 2
Benoît Sagot and Giorgio Satta

OPTIMISING INFORMATION PRESENTATION FOR SPOKEN DIALOGUE SYSTEMS
Verena Rieser, Oliver Lemon and Xingkun Liu

PCFGS, TOPIC MODELS, ADAPTOR GRAMMARS AND LEARNING TOPICAL COLLOCATIONS
AND THE STRUCTURE OF PROPER NAMES
Mark Johnson

PHRASE-BASED STATISTICAL LANGUAGE GENERATION USING GRAPHICAL MODELS AND
ACTIVE LEARNING
Francois Mairesse, Milica Gasic, Filip Jurcicek, Simon Keizer, Jorge
Prombonas, Blaise Thomson, Kai Yu and Steve Young

PHYLOGENETIC GRAMMAR INDUCTION
Taylor Berg-Kirkpatrick and Dan Klein

PLOT INDUCTION AND EVOLUTIONARY SEARCH FOR STORY GENERATION
Neil McIntyre and Mirella Lapata

PRACTICAL VERY LARGE SCALE CRFS
Thomas Lavergne, Olivier Cappé and François Yvon

PROFITING FROM MARK-UP: HYPER-TEXT ANNOTATIONS FOR GUIDED PARSING
Valentin Spitkovsky and Daniel Jurafsky

PSEUDO-WORD FOR PHRASE-BASED MACHINE TRANSLATION
Xiangyu Duan, Min Zhang and Haizhou Li

READING BETWEEN THE LINES: LEARNING TO MAP HIGH-LEVEL INSTRUCTIONS TO
COMMANDS
S.R.K. Branavan, Luke Zettlemoyer and Regina Barzilay

REBANKING: GRAMMAR ENGINEERING FOR A STATISTICAL PARSER
Matthew Honnibal, James R. Curran and Johan Bos

SENTENCE AND EXPRESSION LEVEL ANNOTATION OF OPINIONS IN USER-GENERATED
DISCOURSE
Cigdem Toprak, Niklas Jakob and Iryna Gurevych

SENTIMENT LEARNING ON PRODUCT REVIEWS VIA SENTIMENT ONTOLOGY TREE
Wei Wei and Jon Atle Gulla

SIMPLE, ACCURATE PARSING WITH AN ALL-FRAGMENTS GRAMMAR
Mohit Bansal and Dan Klein

STARTING FROM SCRATCH IN SEMANTIC ROLE LABELING
Michael Connor, Cynthia Fisher and Dan Roth

STRING EXTENSION LEARNING
Jeffrey Heinz

STRUCTURAL SEMANTIC RELATEDNESS: A KNOWLEDGE-BASED METHOD TO NAMED
ENTITY DISAMBIGUATION
Xianpei Han and Jun Zhao

SUPERVISED NOUN PHRASE COREFERENCE RESEARCH: THE FIRST FIFTEEN YEARS
Vincent Ng

SYNTACTIC AND SEMANTIC FACTORS IN PROCESSING DIFFICULTY: AN INTEGRATED
MEASURE
Jeff Mitchell, Mirella Lapata, Vera Demberg and Frank Keller

SYNTAX-TO-MORPHOLOGY MAPPING IN FACTORED PHRASE-BASED STATISTICAL
MACHINE TRANSLATION FROM ENGLISH TO TURKISH
Reyyan Yeniterzi and Kemal Oflazer

SYSTEMX: AN ALGEBRAIC APPROACH TO DECLARATIVE INFORMATION EXTRACTION
Laura Chiticariu, Rajasekar Krishnamurthy, Yunyao Li, Sriram Raghavan,
Frederick Reiss and Shivakumar Vaithyanathan

TEMPORAL INFORMATION PROCESSING OF A NEW LANGUAGE: FAST PORTING WITH
MINIMAL RESOURCES
Francisco Costa and António Branco

THE HUMAN LANGUAGE PROJECT: BUILDING A UNIVERSAL CORPUS OF THE WORLD'S LANGUAGES Steven Abney and Steven Bird

THE IMPORTANCE OF RULE RESTRICTIONS IN CCG
Marco Kuhlmann, Alexander Koller and Giorgio Satta

THE INFLUENCE OF DISCOURSE ON SYNTAX: A PSYCHOLINGUISTIC MODEL OF
SENTENCE PROCESSING
Amit Dubey

TOPIC MODELS FOR WORD SENSE DISAMBIGUATION AND TOKEN-BASED IDIOM
DETECTION
Linlin Li, Benjamin Roth and Caroline Sporleder

TOWARDS OPEN-DOMAIN SEMANTIC ROLE LABELING
Danilo Croce, Cristina Giannone, Paolo Annesi and Roberto Basili

TOWARDS ROBUST MULTI-TOOL TAGGING. AN OWL/DL-BASED APPROACH
Christian Chiarcos

TRAINING PHRASE TRANSLATION MODELS WITH LEAVING-ONE-OUT
Joern Wuebker, Arne Mauser and Hermann Ney

TRUSTRANK: INDUCING TRUST IN AUTOMATIC TRANSLATIONS VIA RANKING
Radu Soricut and Abdessamad Echihabi

UNDERSTANDING THE SEMANTIC STRUCTURE OF NOUN PHRASE QUERIES
Xiao Li

UNSUPERVISED EVENT COREFERENCE RESOLUTION WITH RICH LINGUISTIC FEATURES
Cosmin Bejan and Sanda Harabagiu

UNSUPERVISED ONTOLOGY INDUCTION FROM TEXT
Hoifung Poon and Pedro Domingos

UNTANGLING THE CROSS-LINGUAL LINK STRUCTURE OF WIKIPEDIA
Gerard de Melo and Gerhard Weikum

USING DOCUMENT LEVEL CROSS-EVENT INFERENCE TO IMPROVE EVENT EXTRACTION
Shasha Liao and Ralph Grishman

USING SMALLER CONSTITUENTS RATHER THAN SENTENCES IN ACTIVE LEARNING FOR
JAPANESE DEPENDENCY PARSING
Manabu Sassano and Sadao Kurohashi

VITERBI TRAINING FOR PCFGS: HARDNESS RESULTS AND COMPETITIVENESS OF
UNIFORM INITIALIZATION
Shay Cohen and Noah A Smith

WIKIPEDIA AS SENSE INVENTORY TO IMPROVE DIVERSITY IN WEB SEARCH RESULTS
Celina Santamaría, Julio Gonzalo and Javier Artiles

WORD REPRESENTATIONS: A SIMPLE AND GENERAL METHOD FOR SEMI-SUPERVISED
LEARNING
Joseph Turian, Lev-Arie Ratinov and Yoshua Bengio

“ASK NOT WHAT TEXTUAL ENTAILMENT CAN DO FOR YOU...”
Dan Roth, Mark Sammons and V.G.Vinod Vydiswaran

“WAS IT GOOD? IT WAS PROVOCATIVE.” LEARNING THE MEANING OF SCALAR
ADJECTIVES
Marie-Catherine de Marneffe, Christopher Potts and Christopher D.
Manning

Short Papers

A JOINT RULE SELECTION MODEL FOR HIERARCHICAL PHRASE-BASED TRANSLATION
Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou and Tiejun Zhao

A SEMI-SUPERVISED KEY PHRASE EXTRACTION APPROACH: LEARNING FROM TITLE
PHRASES THROUGH A DOCUMENT SEMANTIC NETWORK
Decong Li, Sujian Li and Wenjie Li

A STRUCTURED MODEL FOR JOINT LEARNING OF ARGUMENT ROLES AND PREDICATE
SENSES
Yotaro Watanabe, Masayuki Asahara and Yuji Matsumoto

AN ACTIVE LEARNING APPROACH TO FINDING RELATED TERMS
David Vickrey, Oscar Kipersztok and Daphne Koller

AN ENTITY-LEVEL APPROACH TO INFORMATION EXTRACTION
Aria Haghighi and Dan Klein

AN MDL-INSPIRED OBJECTIVE FUNCTION FOR UNSUPERVISED TRAINING OF
GENERATIVE MODELS
Ashish Vaswani, Adam Pauls and David Chiang

ACTIVE LEARNING-BASED ELICITATION FOR SEMI-SUPERVISED WORD ALIGNMENT
Vamshi Ambati, Stephan Vogel and Jaime Carbonell

ARABIC NAMED ENTITY RECOGNITION: USING FEATURES EXTRACTED FROM NOISY
DATA
Yassine Benajiba, Imed Zitouni, Mona Diab and Paolo Rosso

AUTHORSHIP ATTRIBUTION USING PROBABILISTIC CONTEXT-FREE GRAMMARS
Sindhu Raghavan, Adriana Kovashka and Raymond Mooney

AUTOMATIC COLLOCATION SUGGESTION IN ACADEMIC WRITING
Jian-Cheng Wu, Yu-Chia Chang and Jason S. Chang

AUTOMATICALLY GENERATING ANNOTATOR RATIONALES TO IMPROVE SENTIMENT
CLASSIFICATION
Ainur Yessenalina, Yejin Choi and Claire Cardie

AUTOMATICALLY GENERATING TERM FREQUENCY INDUCED TAXONOMIES
Karin Murthy, Tanveer Faruquie, L V Subramaniam, Hima Karanam and
Mukesh Mohania

BALANCING USER EFFORT AND TRANSLATION ERROR IN INTERACTIVE MACHINE
TRANSLATION VIA CONFIDENCE MEASURES
Jesús González Rubio, Daniel Ortiz Martínez and Francisco
Casacuberta

BETTER FILTRATION AND AUGMENTATION FOR HIERARCHICAL PHRASE-BASED
TRANSLATION RULES
Zhiyang Wang, Yajuan Lv and Qun Liu

BLOCKED INFERENCE IN BAYESIAN TREE SUBSTITUTION GRAMMARS
Trevor Cohn and Phil Blunsom

CLASSIFICATION OF FEEDBACK EXPRESSIONS IN MULTIMODAL DATA
Costanza Navarretta and Patrizia Paggio

COGNITIVELY PLAUSIBLE MODELS OF HUMAN LANGUAGE PROCESSING
Frank Keller

COLLOCATION EXTRACTION BEYOND THE INDEPENDENCE ASSUMPTION
Gerlof Bouma

COMPLEXITY ASSUMPTIONS IN ONTOLOGY VERBALISATION
Richard Power

CORRECTING ERRORS IN A TREEBANK BASED ON SYNCHRONOUS TREE SUBSTITUTION
GRAMMAR
Yoshihide Kato and Shigeki Matsubara

CROSS LINGUAL ADAPTATION: AN EXPERIMENT ON SENTIMENT CLASSIFICATIONS
Bin Wei and Chris Pal

DATA SPARSENESS IN MACHINE TRANSLATION EVALUATION
Ondřej Bojar, Kamil Kos and David Mareček

DECISION DETECTION USING HIERARCHICAL GRAPHICAL MODELS
Trung H. Bui and Stanley Peters

DISTRIBUTIONAL SIMILARITY VS. PU LEARNING FOR ENTITY SET EXPANSION
Xiao-Li Li, Lei Zhang, Bing Liu and See-Kiong Ng

DIVERSIFY AND COMBINE: IMPROVING WORD ALIGNMENT FOR MACHINE TRANSLATION
ON LOW-RESOURCE LANGUAGES
Bing Xiang, Yonggang Deng and Bowen Zhou

DOMAIN ADAPTATION OF MAXIMUM ENTROPY LANGUAGE MODELS
Tanel Alumäe and Mikko Kurimo

DON'T `HAVE A CLUE'? UNSUPERVISED CO-LEARNING OF DOWNWARD-ENTAILING
OPERATORS.
Cristian Danescu-Niculescu-Mizil and Lillian Lee

EFFICIENT PATH COUNTING TRANSDUCERS FOR MINIMUM BAYES-RISK DECODING OF
STATISTICAL MACHINE TRANSLATION LATTICES
Graeme Blackwood and William Byrne

EVALUATING MACHINE TRANSLATIONS USING MNCD
Marcus Dobrinkat, Tero Tapiovaara, Jaakko Väyrynen and Kimmo Kettunen

EVENT-BASED HYPERSPACE ANALOGUE TO LANGUAGE FOR QUERY EXPANSION
Tingxu Yan, Tamsin Maxwell, Dawei Song, Yuexian Hou and Peng Zhang

EXEMPLAR-BASED MODELS FOR WORD MEANING IN CONTEXT
Katrin Erk and Sebastian Pado

EXPLORATIONS IN SUBJECT-VERB REORDERING FOR ARABIC-ENGLISH STATISTICAL
MACHINE TRANSLATION
Marine Carpuat, Yuval Marton, Nizar Habash and Owen Rambow

EXTRACTING SEQUENCES FROM THE WEB
Anthony Fader, Stephen Soderland and Oren Etzioni

FILTERING SYNTACTIC CONSTRAINTS FOR SMT
Hailong Cao and Eiichiro Sumita

FIXED LENGTH WORD SUFFIX FOR FACTORED STATISTICAL MACHINE TRANSLATION
Narjes Sharif Razavian and Stephan Vogel

GENERATING ENTAILMENT RULES FROM FRAMENET
Roni Ben Aharon, Idan Szpektor and Ido Dagan

HIERARCHICAL A* PARSING WITH BRIDGE OUTSIDE SCORES
Adam Pauls and Dan Klein

HIERARCHICAL SEQUENTIAL LEARNING FOR EXTRACTING OPINIONS AND THEIR
ATTRIBUTES
Yejin Choi and Claire Cardie

IMPROVING CHINESE SEMANTIC ROLE LABELING WITH RICH SYNTACTIC FEATURES
Weiwei Sun

INTELLIGENT SELECTION OF LANGUAGE MODEL TRAINING DATA
Robert C. Moore and Will Lewis

ITERATED SVD-AND-CLUSTERING FOR UNSUPERVISED POS TAGGING
Michael Lamar, Yariv Maron, Mark Johnson and Elie Bienenstock

JOINTLY OPTIMIZING A TWO-STEP CONDITIONAL RANDOM FIELD MODEL FOR
MACHINE TRANSLITERATION AND ITS FAST DECODING ALGORITHM
Dong Yang, Paul Dixon and Sadaoki Furui

LAST BUT DEFINITELY NOT LEAST: ON THE ROLE OF THE LAST SENTENCE IN
AUTOMATIC SENTIMENT-EXTRACTION
Israela Becker and Vered Aharonson

LEARNING BETTER DATA REPRESENTATION USING INFERENCE-DRIVEN METRIC
LEARNING
Paramveer S. Dhillon, Partha Pratim Talukdar and Koby Crammer

LEARNING COMMON GRAMMAR FROM MULTILINGUAL CORPUS
Tomoharu Iwata, Daichi Mochihashi and Hiroshi Sawada

LEARNING LEXICALIZED REORDERING MODELS FROM REORDERING GRAPHS
Jinsong Su, Yang Liu, Yajuan Lv and Qun Liu

ONLINE GENERATION OF LOCALITY SENSITIVE HASH SIGNATURES
Benjamin Van Durme and Ashwin Lall

OPTIMIZING INFORMATIVENESS AND READABILITY FOR SENTIMENT SUMMARIZATION
Hitoshi Nishikawa, Takaaki Hasegawa, Yoshihiro Matsuo and Genichiro
Kikui

OPTIMIZING QUESTION ANSWERING ACCURACY BY MAXIMIZING LOG-LIKELIHOOD
Matthias H. Heie, Edward W. D. Whittaker and Sadaoki Furui

PARAPHRASE LATTICE FOR STATISTICAL MACHINE TRANSLATION
Takashi Onishi, Masao Utiyama and Eiichiro Sumita

PREDICATE ARGUMENT STRUCTURE ANALYSIS USING TRANSFORMATION BASED
LEARNING
Hirotoshi Taira, Sanae Fujita and Masaaki Nagata

PREFERENCES VERSUS ADAPTATION DURING REFERRING EXPRESSION GENERATION
Martijn Goudbeek and Emiel Krahmer

RECONCILE: A COREFERENCE RESOLUTION RESEARCH PLATFORM
Veselin Stoyanov, Claire Cardie, Nathan Gilbert, Ellen Riloff, David
Buttler and David Hysom

SEMANTICS-DRIVEN SHALLOW PARSING FOR CHINESE SEMANTIC ROLE LABELING
Weiwei Sun

SIMPLE SEMI-SUPERVISED TRAINING OF PART-OF-SPEECH TAGGERS
Anders Søgaard

SIMULTANEOUS TOKENIZATION AND PART-OF-SPEECH TAGGING FOR ARABIC WITHOUT
A MORPHOLOGICAL ANALYZER
Seth Kulick

SPARSITY IN DEPENDENCY GRAMMAR INDUCTION
Jennifer Gillenwater, Kuzman Ganchev, João Graça, Ben Taskar and
Fernando Pereira

THE IMPACT OF INTERPRETATION PROBLEMS ON TUTORIAL DIALOGUE
Myroslava Dzikovska, Johanna Moore, Natalie Steinhauser and Gwendolyn
Campbell

THE MANUALLY ANNOTATED SUB-CORPUS: A COMMUNITY RESOURCE FOR AND BY THE
PEOPLE
Nancy Ide, Collin Baker, Christiane Fellbaum and Rebecca Passonneau

THE PREVALENCE OF DESCRIPTIVE REFERRING EXPRESSIONS IN NEWS AND
NARRATIVE
Raquel Hervas and Mark Finlayson

THE SAME-HEAD HEURISTIC FOR COREFERENCE
Micha Elsner and Eugene Charniak

TOP-DOWN K-BEST A* PARSING
Adam Pauls, Dan Klein and Chris Quirk

TREE-BASED DETERMINISTIC DEPENDENCY PARSING — AN APPLICATION TO
NIVRE'S METHOD —
Kotaro Kitagawa and Kumiko Tanaka-Ishii

UNSUPERVISED DISCOURSE SEGMENTATION OF DOCUMENTS WITH INHERENTLY
PARALLEL STRUCTURE
Minwoo Jeong and Ivan Titov

USING ANAPHORA RESOLUTION TO IMPROVE OPINION TARGET IDENTIFICATION IN
MOVIE REVIEWS
Niklas Jakob and Iryna Gurevych

USING PARSE FEATURES FOR PREPOSITION SELECTION AND ERROR DETECTION
Joel Tetreault, Jennifer Foster and Martin Chodorow

USING SPEECH TO REPLY TO SMS MESSAGES WHILE DRIVING: AN IN-CAR USER
STUDY
Yun-Cheng Ju and Tim Paek

VOCABULARY CHOICE AS AN INDICATOR OF PERSPECTIVE
Beata Beigman Klebanov, Eyal Beigman and Daniel Diermeier

WORD ALIGNMENT WITH SYNONYM REGULARIZATION
Hiroyuki Shindo, Akinori Fujino and Masaaki Nagata

WRAPPING UP A SUMMARY: FROM REPRESENTATION TO GENERATION
Mijail Kabadjov, Josef Steinberger, Marco Turchi and Ralf Steinberger

Program Chairs

Sandra Carberry (University of Delaware, USA)
Stephen Clark (University of Cambridge, UK)
E-mail: program@acl2010.org