Annual Meeting of the Association for Computational Linguistics (2011)


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Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies

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Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
Dekang Lin | Yuji Matsumoto | Rada Mihalcea

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A Word-Class Approach to Labeling PSCFG Rules for Machine Translation
Andreas Zollmann | Stephan Vogel

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Deciphering Foreign Language
Sujith Ravi | Kevin Knight

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Effective Use of Function Words for Rule Generalization in Forest-Based Translation
Xianchao Wu | Takuya Matsuzaki | Jun’ichi Tsujii

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Combining Morpheme-based Machine Translation with Post-processing Morpheme Prediction
Ann Clifton | Anoop Sarkar

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Evaluating the Impact of Coder Errors on Active Learning
Ines Rehbein | Josef Ruppenhofer

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A Fast and Accurate Method for Approximate String Search
Ziqi Wang | Gu Xu | Hang Li | Ming Zhang

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Domain Adaptation by Constraining Inter-Domain Variability of Latent Feature Representation
Ivan Titov

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Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation
Alexander M. Rush | Michael Collins

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Jigs and Lures: Associating Web Queries with Structured Entities
Patrick Pantel | Ariel Fuxman

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Semi-Supervised SimHash for Efficient Document Similarity Search
Qixia Jiang | Maosong Sun

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Joint Annotation of Search Queries
Michael Bendersky | W. Bruce Croft | David A. Smith

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Query Weighting for Ranking Model Adaptation
Peng Cai | Wei Gao | Aoying Zhou | Kam-Fai Wong

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Automatically Extracting Polarity-Bearing Topics for Cross-Domain Sentiment Classification
Yulan He | Chenghua Lin | Harith Alani

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Using Multiple Sources to Construct a Sentiment Sensitive Thesaurus for Cross-Domain Sentiment Classification
Danushka Bollegala | David Weir | John Carroll

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Learning Word Vectors for Sentiment Analysis
Andrew L. Maas | Raymond E. Daly | Peter T. Pham | Dan Huang | Andrew Y. Ng | Christopher Potts

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Target-dependent Twitter Sentiment Classification
Long Jiang | Mo Yu | Ming Zhou | Xiaohua Liu | Tiejun Zhao

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A Comprehensive Dictionary of Multiword Expressions
Kosho Shudo | Akira Kurahone | Toshifumi Tanabe

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Multi-Modal Annotation of Quest Games in Second Life
Sharon Gower Small | Jennifer Strommer-Galley | Tomek Strzalkowski

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A New Dataset and Method for Automatically Grading ESOL Texts
Helen Yannakoudakis | Ted Briscoe | Ben Medlock

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Collecting Highly Parallel Data for Paraphrase Evaluation
David Chen | William Dolan

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A Large Scale Distributed Syntactic, Semantic and Lexical Language Model for Machine Translation
Ming Tan | Wenli Zhou | Lei Zheng | Shaojun Wang

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Goodness: A Method for Measuring Machine Translation Confidence
Nguyen Bach | Fei Huang | Yaser Al-Onaizan

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MEANT: An inexpensive, high-accuracy, semi-automatic metric for evaluating translation utility based on semantic roles
Chi-kiu Lo | Dekai Wu

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An exponential translation model for target language morphology
Michael Subotin

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Bayesian Inference for Zodiac and Other Homophonic Ciphers
Sujith Ravi | Kevin Knight

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Interactive Topic Modeling
Yuening Hu | Jordan Boyd-Graber | Brianna Satinoff

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Faster and Smaller N-Gram Language Models
Adam Pauls | Dan Klein

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Learning to Win by Reading Manuals in a Monte-Carlo Framework
S.R.K. Branavan | David Silver | Regina Barzilay

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Creative Language Retrieval: A Robust Hybrid of Information Retrieval and Linguistic Creativity
Tony Veale

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Local Histograms of Character N-grams for Authorship Attribution
Hugo Jair Escalante | Thamar Solorio | Manuel Montes-y-Gómez

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Word Maturity: Computational Modeling of Word Knowledge
Kirill Kireyev | Thomas K Landauer

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Finding Deceptive Opinion Spam by Any Stretch of the Imagination
Myle Ott | Yejin Choi | Claire Cardie | Jeffrey T. Hancock

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Joint Bilingual Sentiment Classification with Unlabeled Parallel Corpora
Bin Lu | Chenhao Tan | Claire Cardie | Benjamin K. Tsou

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A Pilot Study of Opinion Summarization in Conversations
Dong Wang | Yang Liu

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Contrasting Opposing Views of News Articles on Contentious Issues
Souneil Park | KyungSoon Lee | Junehwa Song

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Content Models with Attitude
Christina Sauper | Aria Haghighi | Regina Barzilay

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Recognizing Named Entities in Tweets
Xiaohua Liu | Shaodian Zhang | Furu Wei | Ming Zhou

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Lexical Normalisation of Short Text Messages: Makn Sens a #twitter
Bo Han | Timothy Baldwin

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Topical Keyphrase Extraction from Twitter
Xin Zhao | Jing Jiang | Jing He | Yang Song | Palakorn Achanauparp | Ee-Peng Lim | Xiaoming Li

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Event Discovery in Social Media Feeds
Edward Benson | Aria Haghighi | Regina Barzilay

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How do you pronounce your name? Improving G2P with transliterations
Aditya Bhargava | Grzegorz Kondrak

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Unsupervised Word Alignment with Arbitrary Features
Chris Dyer | Jonathan H. Clark | Alon Lavie | Noah A. Smith

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Model-Based Aligner Combination Using Dual Decomposition
John DeNero | Klaus Macherey

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An Algorithm for Unsupervised Transliteration Mining with an Application to Word Alignment
Hassan Sajjad | Alexander Fraser | Helmut Schmid

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Beam-Width Prediction for Efficient Context-Free Parsing
Nathan Bodenstab | Aaron Dunlop | Keith Hall | Brian Roark

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Optimal Head-Driven Parsing Complexity for Linear Context-Free Rewriting Systems
Pierluigi Crescenzi | Daniel Gildea | Andrea Marino | Gianluca Rossi | Giorgio Satta

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Prefix Probability for Probabilistic Synchronous Context-Free Grammars
Mark-Jan Nederhof | Giorgio Satta

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A Comparison of Loopy Belief Propagation and Dual Decomposition for Integrated CCG Supertagging and Parsing
Michael Auli | Adam Lopez

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Jointly Learning to Extract and Compress
Taylor Berg-Kirkpatrick | Dan Gillick | Dan Klein

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Discovery of Topically Coherent Sentences for Extractive Summarization
Asli Celikyilmaz | Dilek Hakkani-Tür

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Coherent Citation-Based Summarization of Scientific Papers
Amjad Abu-Jbara | Dragomir Radev

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A Class of Submodular Functions for Document Summarization
Hui Lin | Jeff Bilmes

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Semi-supervised Relation Extraction with Large-scale Word Clustering
Ang Sun | Ralph Grishman | Satoshi Sekine

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In-domain Relation Discovery with Meta-constraints via Posterior Regularization
Harr Chen | Edward Benson | Tahira Naseem | Regina Barzilay

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Knowledge-Based Weak Supervision for Information Extraction of Overlapping Relations
Raphael Hoffmann | Congle Zhang | Xiao Ling | Luke Zettlemoyer | Daniel S. Weld

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Exploiting Syntactico-Semantic Structures for Relation Extraction
Yee Seng Chan | Dan Roth

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Together We Can: Bilingual Bootstrapping for WSD
Mitesh M. Khapra | Salil Joshi | Arindam Chatterjee | Pushpak Bhattacharyya

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Which Noun Phrases Denote Which Concepts?
Jayant Krishnamurthy | Tom Mitchell

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Semantic Representation of Negation Using Focus Detection
Eduardo Blanco | Dan Moldovan

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Learning Dependency-Based Compositional Semantics
Percy Liang | Michael Jordan | Dan Klein

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Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections
Dipanjan Das | Slav Petrov

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Global Learning of Typed Entailment Rules
Jonathan Berant | Ido Dagan | Jacob Goldberger

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Incremental Syntactic Language Models for Phrase-based Translation
Lane Schwartz | Chris Callison-Burch | William Schuler | Stephen Wu

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An Unsupervised Model for Joint Phrase Alignment and Extraction
Graham Neubig | Taro Watanabe | Eiichiro Sumita | Shinsuke Mori | Tatsuya Kawahara

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Learning Hierarchical Translation Structure with Linguistic Annotations
Markos Mylonakis | Khalil Sima’an

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Phrase-Based Translation Model for Question Retrieval in Community Question Answer Archives
Guangyou Zhou | Li Cai | Jun Zhao | Kang Liu

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Neutralizing Linguistically Problematic Annotations in Unsupervised Dependency Parsing Evaluation
Roy Schwartz | Omri Abend | Roi Reichart | Ari Rappoport

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Dynamic Programming Algorithms for Transition-Based Dependency Parsers
Marco Kuhlmann | Carlos Gómez-Rodríguez | Giorgio Satta

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Shift-Reduce CCG Parsing
Yue Zhang | Stephen Clark

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Web-Scale Features for Full-Scale Parsing
Mohit Bansal | Dan Klein

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The impact of language models and loss functions on repair disfluency detection
Simon Zwarts | Mark Johnson

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Learning Sub-Word Units for Open Vocabulary Speech Recognition
Carolina Parada | Mark Dredze | Abhinav Sethy | Ariya Rastrow

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Computing and Evaluating Syntactic Complexity Features for Automated Scoring of Spontaneous Non-Native Speech
Miao Chen | Klaus Zechner

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N-Best Rescoring Based on Pitch-accent Patterns
Je Hun Jeon | Wen Wang | Yang Liu

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Lexically-Triggered Hidden Markov Models for Clinical Document Coding
Svetlana Kiritchenko | Colin Cherry

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Learning to Grade Short Answer Questions using Semantic Similarity Measures and Dependency Graph Alignments
Michael Mohler | Razvan Bunescu | Rada Mihalcea

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Age Prediction in Blogs: A Study of Style, Content, and Online Behavior in Pre- and Post-Social Media Generations
Sara Rosenthal | Kathleen McKeown

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Extracting Social Power Relationships from Natural Language
Philip Bramsen | Martha Escobar-Molano | Ami Patel | Rafael Alonso

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Bootstrapping coreference resolution using word associations
Hamidreza Kobdani | Hinrich Schuetze | Michael Schiehlen | Hans Kamp

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Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical Models
Sameer Singh | Amarnag Subramanya | Fernando Pereira | Andrew McCallum

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A Cross-Lingual ILP Solution to Zero Anaphora Resolution
Ryu Iida | Massimo Poesio

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Coreference Resolution with World Knowledge
Altaf Rahman | Vincent Ng

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How to train your multi bottom-up tree transducer
Andreas Maletti

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Binarized Forest to String Translation
Hao Zhang | Licheng Fang | Peng Xu | Xiaoyun Wu

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Learning to Transform and Select Elementary Trees for Improved Syntax-based Machine Translations
Bing Zhao | Young-Suk Lee | Xiaoqiang Luo | Liu Li

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Rule Markov Models for Fast Tree-to-String Translation
Ashish Vaswani | Haitao Mi | Liang Huang | David Chiang

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A Hierarchical Pitman-Yor Process HMM for Unsupervised Part of Speech Induction
Phil Blunsom | Trevor Cohn

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Using Deep Morphology to Improve Automatic Error Detection in Arabic Handwriting Recognition
Nizar Habash | Ryan Roth

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A Discriminative Model for Joint Morphological Disambiguation and Dependency Parsing
John Lee | Jason Naradowsky | David A. Smith

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Unsupervised Bilingual Morpheme Segmentation and Alignment with Context-rich Hidden Semi-Markov Models
Jason Naradowsky | Kristina Toutanova

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A Graph Approach to Spelling Correction in Domain-Centric Search
Zhuowei Bao | Benny Kimelfeld | Yunyao Li

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Grammatical Error Correction with Alternating Structure Optimization
Daniel Dahlmeier | Hwee Tou Ng

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Algorithm Selection and Model Adaptation for ESL Correction Tasks
Alla Rozovskaya | Dan Roth

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Automated Whole Sentence Grammar Correction Using a Noisy Channel Model
Y. Albert Park | Roger Levy

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A Generative Entity-Mention Model for Linking Entities with Knowledge Base
Xianpei Han | Le Sun

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Simple supervised document geolocation with geodesic grids
Benjamin Wing | Jason Baldridge

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Piggyback: Using Search Engines for Robust Cross-Domain Named Entity Recognition
Stefan Rüd | Massimiliano Ciaramita | Jens Müller | Hinrich Schütze

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Template-Based Information Extraction without the Templates
Nathanael Chambers | Dan Jurafsky

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Classifying arguments by scheme
Vanessa Wei Feng | Graeme Hirst

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Automatically Evaluating Text Coherence Using Discourse Relations
Ziheng Lin | Hwee Tou Ng | Min-Yen Kan

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Underspecifying and Predicting Voice for Surface Realisation Ranking
Sina Zarrieß | Aoife Cahill | Jonas Kuhn

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Recognizing Authority in Dialogue with an Integer Linear Programming Constrained Model
Elijah Mayfield | Carolyn Penstein Rosé

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Reordering Metrics for MT
Alexandra Birch | Miles Osborne

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Reordering with Source Language Collocations
Zhanyi Liu | Haifeng Wang | Hua Wu | Ting Liu | Sheng Li

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A Joint Sequence Translation Model with Integrated Reordering
Nadir Durrani | Helmut Schmid | Alexander Fraser

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Integrating surprisal and uncertain-input models in online sentence comprehension: formal techniques and empirical results
Roger Levy

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Metagrammar engineering: Towards systematic exploration of implemented grammars
Antske Fokkens

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Simple Unsupervised Grammar Induction from Raw Text with Cascaded Finite State Models
Elias Ponvert | Jason Baldridge | Katrin Erk

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Extracting Paraphrases from Definition Sentences on the Web
Chikara Hashimoto | Kentaro Torisawa | Stijn De Saeger | Jun’ichi Kazama | Sadao Kurohashi

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Learning From Collective Human Behavior to Introduce Diversity in Lexical Choice
Vahed Qazvinian | Dragomir R. Radev

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Ordering Prenominal Modifiers with a Reranking Approach
Jenny Liu | Aria Haghighi

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Unsupervised Semantic Role Induction via Split-Merge Clustering
Joel Lang | Mirella Lapata

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Using Cross-Entity Inference to Improve Event Extraction
Yu Hong | Jianfeng Zhang | Bin Ma | Jianmin Yao | Guodong Zhou | Qiaoming Zhu

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Peeling Back the Layers: Detecting Event Role Fillers in Secondary Contexts
Ruihong Huang | Ellen Riloff

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Knowledge Base Population: Successful Approaches and Challenges
Heng Ji | Ralph Grishman

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Nonlinear Evidence Fusion and Propagation for Hyponymy Relation Mining
Fan Zhang | Shuming Shi | Jing Liu | Shuqi Sun | Chin-Yew Lin

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A Pronoun Anaphora Resolution System based on Factorial Hidden Markov Models
Dingcheng Li | Tim Miller | William Schuler

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Disentangling Chat with Local Coherence Models
Micha Elsner | Eugene Charniak

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An Affect-Enriched Dialogue Act Classification Model for Task-Oriented Dialogue
Kristy Boyer | Joseph Grafsgaard | Eun Young Ha | Robert Phillips | James Lester

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Fine-Grained Class Label Markup of Search Queries
Joseph Reisinger | Marius Paşca

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Creating a manually error-tagged and shallow-parsed learner corpus
Ryo Nagata | Edward Whittaker | Vera Sheinman

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Crowdsourcing Translation: Professional Quality from Non-Professionals
Omar F. Zaidan | Chris Callison-Burch

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A Statistical Tree Annotator and Its Applications
Xiaoqiang Luo | Bing Zhao

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Consistent Translation using Discriminative Learning - A Translation Memory-inspired Approach
Yanjun Ma | Yifan He | Andy Way | Josef van Genabith

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Machine Translation System Combination by Confusion Forest
Taro Watanabe | Eiichiro Sumita

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Hypothesis Mixture Decoding for Statistical Machine Translation
Nan Duan | Mu Li | Ming Zhou

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Minimum Bayes-risk System Combination
Jesús González-Rubio | Alfons Juan | Francisco Casacuberta

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Adjoining Tree-to-String Translation
Yang Liu | Qun Liu | Yajuan Lü

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Enhancing Language Models in Statistical Machine Translation with Backward N-grams and Mutual Information Triggers
Deyi Xiong | Min Zhang | Haizhou Li

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Translating from Morphologically Complex Languages: A Paraphrase-Based Approach
Preslav Nakov | Hwee Tou Ng

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Gappy Phrasal Alignment By Agreement
Mohit Bansal | Chris Quirk | Robert Moore

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Translationese and Its Dialects
Moshe Koppel | Noam Ordan

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Rare Word Translation Extraction from Aligned Comparable Documents
Emmanuel Prochasson | Pascale Fung

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Using Bilingual Parallel Corpora for Cross-Lingual Textual Entailment
Yashar Mehdad | Matteo Negri | Marcello Federico

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Using Large Monolingual and Bilingual Corpora to Improve Coordination Disambiguation
Shane Bergsma | David Yarowsky | Kenneth Church

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Unsupervised Decomposition of a Document into Authorial Components
Moshe Koppel | Navot Akiva | Idan Dershowitz | Nachum Dershowitz

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Discovering Sociolinguistic Associations with Structured Sparsity
Jacob Eisenstein | Noah A. Smith | Eric P. Xing

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Local and Global Algorithms for Disambiguation to Wikipedia
Lev Ratinov | Dan Roth | Doug Downey | Mike Anderson

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A Stacked Sub-Word Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging
Weiwei Sun

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Language-independent compound splitting with morphological operations
Klaus Macherey | Andrew Dai | David Talbot | Ashok Popat | Franz Och

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Parsing the Internal Structure of Words: A New Paradigm for Chinese Word Segmentation
Zhongguo Li

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A Simple Measure to Assess Non-response
Anselmo Peñas | Alvaro Rodrigo

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Improving Question Recommendation by Exploiting Information Need
Shuguang Li | Suresh Manandhar

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Semi-Supervised Frame-Semantic Parsing for Unknown Predicates
Dipanjan Das | Noah A. Smith

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A Bayesian Model for Unsupervised Semantic Parsing
Ivan Titov | Alexandre Klementiev

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Unsupervised Learning of Semantic Relation Composition
Eduardo Blanco | Dan Moldovan

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Unsupervised Discovery of Domain-Specific Knowledge from Text
Dirk Hovy | Chunliang Zhang | Eduard Hovy | Anselmo Peñas

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Latent Semantic Word Sense Induction and Disambiguation
Tim Van de Cruys | Marianna Apidianaki

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Confidence Driven Unsupervised Semantic Parsing
Dan Goldwasser | Roi Reichart | James Clarke | Dan Roth

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Aspect Ranking: Identifying Important Product Aspects from Online Consumer Reviews
Jianxing Yu | Zheng-Jun Zha | Meng Wang | Tat-Seng Chua

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Collective Classification of Congressional Floor-Debate Transcripts
Clinton Burfoot | Steven Bird | Timothy Baldwin

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Integrating history-length interpolation and classes in language modeling
Hinrich Schütze

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Structural Topic Model for Latent Topical Structure Analysis
Hongning Wang | Duo Zhang | ChengXiang Zhai

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Automatic Labelling of Topic Models
Jey Han Lau | Karl Grieser | David Newman | Timothy Baldwin

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Using Bilingual Information for Cross-Language Document Summarization
Xiaojun Wan

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Exploiting Web-Derived Selectional Preference to Improve Statistical Dependency Parsing
Guangyou Zhou | Jun Zhao | Kang Liu | Li Cai

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Effective Measures of Domain Similarity for Parsing
Barbara Plank | Gertjan van Noord

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Efficient CCG Parsing: A* versus Adaptive Supertagging
Michael Auli | Adam Lopez

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Improving Arabic Dependency Parsing with Form-based and Functional Morphological Features
Yuval Marton | Nizar Habash | Owen Rambow

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Partial Parsing from Bitext Projections
Prashanth Mannem | Aswarth Dara

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Ranking Class Labels Using Query Sessions
Marius Paşca

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Insights from Network Structure for Text Mining
Zornitsa Kozareva | Eduard Hovy

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Event Extraction as Dependency Parsing
David McClosky | Mihai Surdeanu | Christopher Manning

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Extracting Comparative Entities and Predicates from Texts Using Comparative Type Classification
Seon Yang | Youngjoong Ko


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Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies

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Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
Dekang Lin | Yuji Matsumoto | Rada Mihalcea

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Lexicographic Semirings for Exact Automata Encoding of Sequence Models
Brian Roark | Richard Sproat | Izhak Shafran

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Good Seed Makes a Good Crop: Accelerating Active Learning Using Language Modeling
Dmitriy Dligach | Martha Palmer

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Temporal Restricted Boltzmann Machines for Dependency Parsing
Nikhil Garg | James Henderson

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Efficient Online Locality Sensitive Hashing via Reservoir Counting
Benjamin Van Durme | Ashwin Lall

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An Empirical Investigation of Discounting in Cross-Domain Language Models
Greg Durrett | Dan Klein

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HITS-based Seed Selection and Stop List Construction for Bootstrapping
Tetsuo Kiso | Masashi Shimbo | Mamoru Komachi | Yuji Matsumoto

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The Arabic Online Commentary Dataset: an Annotated Dataset of Informal Arabic with High Dialectal Content
Omar F. Zaidan | Chris Callison-Burch

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Part-of-Speech Tagging for Twitter: Annotation, Features, and Experiments
Kevin Gimpel | Nathan Schneider | Brendan O’Connor | Dipanjan Das | Daniel Mills | Jacob Eisenstein | Michael Heilman | Dani Yogatama | Jeffrey Flanigan | Noah A. Smith

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Semi-supervised condensed nearest neighbor for part-of-speech tagging
Anders Søgaard

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Latent Class Transliteration based on Source Language Origin
Masato Hagiwara | Satoshi Sekine

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Tier-based Strictly Local Constraints for Phonology
Jeffrey Heinz | Chetan Rawal | Herbert G. Tanner

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Lost in Translation: Authorship Attribution using Frame Semantics
Steffen Hedegaard | Jakob Grue Simonsen

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Insertion, Deletion, or Substitution? Normalizing Text Messages without Pre-categorization nor Supervision
Fei Liu | Fuliang Weng | Bingqing Wang | Yang Liu

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Unsupervised Discovery of Rhyme Schemes
Sravana Reddy | Kevin Knight

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Language of Vandalism: Improving Wikipedia Vandalism Detection via Stylometric Analysis
Manoj Harpalani | Michael Hart | Sandesh Singh | Rob Johnson | Yejin Choi

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That’s What She Said: Double Entendre Identification
Chloé Kiddon | Yuriy Brun

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Joint Identification and Segmentation of Domain-Specific Dialogue Acts for Conversational Dialogue Systems
Fabrizio Morbini | Kenji Sagae

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Extracting Opinion Expressions and Their Polarities – Exploration of Pipelines and Joint Models
Richard Johansson | Alessandro Moschitti

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Subjective Natural Language Problems: Motivations, Applications, Characterizations, and Implications
Cecilia Ovesdotter Alm

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Entrainment in Speech Preceding Backchannels.
Rivka Levitan | Agustín Gravano | Julia Hirschberg

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Question Detection in Spoken Conversations Using Textual Conversations
Anna Margolis | Mari Ostendorf

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Extending the Entity Grid with Entity-Specific Features
Micha Elsner | Eugene Charniak

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French TimeBank: An ISO-TimeML Annotated Reference Corpus
André Bittar | Pascal Amsili | Pascal Denis | Laurence Danlos

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Search in the Lost Sense of “Query”: Question Formulation in Web Search Queries and its Temporal Changes
Bo Pang | Ravi Kumar

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A Corpus of Scope-disambiguated English Text
Mehdi Manshadi | James Allen | Mary Swift

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From Bilingual Dictionaries to Interlingual Document Representations
Jagadeesh Jagarlamudi | Hal Daumé III | Raghavendra Udupa

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AM-FM: A Semantic Framework for Translation Quality Assessment
Rafael E. Banchs | Haizhou Li

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Automatic Evaluation of Chinese Translation Output: Word-Level or Character-Level?
Maoxi Li | Chengqing Zong | Hwee Tou Ng

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How Much Can We Gain from Supervised Word Alignment?
Jinxi Xu | Jinying Chen

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Word Alignment via Submodular Maximization over Matroids
Hui Lin | Jeff Bilmes

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Better Hypothesis Testing for Statistical Machine Translation: Controlling for Optimizer Instability
Jonathan H. Clark | Chris Dyer | Alon Lavie | Noah A. Smith

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Bayesian Word Alignment for Statistical Machine Translation
Coşkun Mermer | Murat Saraçlar

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Transition-based Dependency Parsing with Rich Non-local Features
Yue Zhang | Joakim Nivre

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Reversible Stochastic Attribute-Value Grammars
Daniël de Kok | Barbara Plank | Gertjan van Noord

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Joint Training of Dependency Parsing Filters through Latent Support Vector Machines
Colin Cherry | Shane Bergsma

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Insertion Operator for Bayesian Tree Substitution Grammars
Hiroyuki Shindo | Akinori Fujino | Masaaki Nagata

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Language-Independent Parsing with Empty Elements
Shu Cai | David Chiang | Yoav Goldberg

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Judging Grammaticality with Tree Substitution Grammar Derivations
Matt Post

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Query Snowball: A Co-occurrence-based Approach to Multi-document Summarization for Question Answering
Hajime Morita | Tetsuya Sakai | Manabu Okumura

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Discrete vs. Continuous Rating Scales for Language Evaluation in NLP
Anja Belz | Eric Kow

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Semi-Supervised Modeling for Prenominal Modifier Ordering
Margaret Mitchell | Aaron Dunlop | Brian Roark

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Data-oriented Monologue-to-Dialogue Generation
Paul Piwek | Svetlana Stoyanchev

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Towards Style Transformation from Written-Style to Audio-Style
Amjad Abu-Jbara | Barbara Rosario | Kent Lyons

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Optimal and Syntactically-Informed Decoding for Monolingual Phrase-Based Alignment
Kapil Thadani | Kathleen McKeown

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Can Document Selection Help Semi-supervised Learning? A Case Study On Event Extraction
Shasha Liao | Ralph Grishman

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Relation Guided Bootstrapping of Semantic Lexicons
Tara McIntosh | Lars Yencken | James R. Curran | Timothy Baldwin

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Model-Portability Experiments for Textual Temporal Analysis
Oleksandr Kolomiyets | Steven Bethard | Marie-Francine Moens

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End-to-End Relation Extraction Using Distant Supervision from External Semantic Repositories
Truc-Vien T. Nguyen | Alessandro Moschitti

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Automatic Extraction of Lexico-Syntactic Patterns for Detection of Negation and Speculation Scopes
Emilia Apostolova | Noriko Tomuro | Dina Demner-Fushman

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Coreference for Learning to Extract Relations: Yes Virginia, Coreference Matters
Ryan Gabbard | Marjorie Freedman | Ralph Weischedel

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Corpus Expansion for Statistical Machine Translation with Semantic Role Label Substitution Rules
Qin Gao | Stephan Vogel

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Scaling up Automatic Cross-Lingual Semantic Role Annotation
Lonneke van der Plas | Paola Merlo | James Henderson

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Towards Tracking Semantic Change by Visual Analytics
Christian Rohrdantz | Annette Hautli | Thomas Mayer | Miriam Butt | Daniel A. Keim | Frans Plank

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Improving Classification of Medical Assertions in Clinical Notes
Youngjun Kim | Ellen Riloff | Stéphane Meystre

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ParaSense or How to Use Parallel Corpora for Word Sense Disambiguation
Els Lefever | Véronique Hoste | Martine De Cock

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Models and Training for Unsupervised Preposition Sense Disambiguation
Dirk Hovy | Ashish Vaswani | Stephen Tratz | David Chiang | Eduard Hovy

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Types of Common-Sense Knowledge Needed for Recognizing Textual Entailment
Peter LoBue | Alexander Yates

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Modeling Wisdom of Crowds Using Latent Mixture of Discriminative Experts
Derya Ozkan | Louis-Philippe Morency

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Language Use: What can it tell us?
Marjorie Freedman | Alex Baron | Vasin Punyakanok | Ralph Weischedel

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Automatic Detection and Correction of Errors in Dependency Treebanks
Alexander Volokh | Günter Neumann

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Temporal Evaluation
Naushad UzZaman | James Allen

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A Corpus for Modeling Morpho-Syntactic Agreement in Arabic: Gender, Number and Rationality
Sarah Alkuhlani | Nizar Habash

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NULEX: An Open-License Broad Coverage Lexicon
Clifton McFate | Kenneth Forbus

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Even the Abstract have Color: Consensus in Word-Colour Associations
Saif Mohammad

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Detection of Agreement and Disagreement in Broadcast Conversations
Wen Wang | Sibel Yaman | Kristin Precoda | Colleen Richey | Geoffrey Raymond

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Dealing with Spurious Ambiguity in Learning ITG-based Word Alignment
Shujian Huang | Stephan Vogel | Jiajun Chen

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Clause Restructuring For SMT Not Absolutely Helpful
Susan Howlett | Mark Dras

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Improving On-line Handwritten Recognition using Translation Models in Multimodal Interactive Machine Translation
Vicent Alabau | Alberto Sanchis | Francisco Casacuberta

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Monolingual Alignment by Edit Rate Computation on Sentential Paraphrase Pairs
Houda Bouamor | Aurélien Max | Anne Vilnat

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Terminal-Aware Synchronous Binarization
Licheng Fang | Tagyoung Chung | Daniel Gildea

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Domain Adaptation for Machine Translation by Mining Unseen Words
Hal Daumé III | Jagadeesh Jagarlamudi

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Issues Concerning Decoding with Synchronous Context-free Grammar
Tagyoung Chung | Licheng Fang | Daniel Gildea

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Improving Decoding Generalization for Tree-to-String Translation
Jingbo Zhu | Tong Xiao

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Discriminative Feature-Tied Mixture Modeling for Statistical Machine Translation
Bing Xiang | Abraham Ittycheriah

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Is Machine Translation Ripe for Cross-Lingual Sentiment Classification?
Kevin Duh | Akinori Fujino | Masaaki Nagata

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Reordering Constraint Based on Document-Level Context
Takashi Onishi | Masao Utiyama | Eiichiro Sumita

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Confidence-Weighted Learning of Factored Discriminative Language Models
Viet Ha-Thuc | Nicola Cancedda

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On-line Language Model Biasing for Statistical Machine Translation
Sankaranarayanan Ananthakrishnan | Rohit Prasad | Prem Natarajan

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Reordering Modeling using Weighted Alignment Matrices
Wang Ling | Tiago Luís | João Graça | Isabel Trancoso | Luísa Coheur

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Two Easy Improvements to Lexical Weighting
David Chiang | Steve DeNeefe | Michael Pust

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Why Initialization Matters for IBM Model 1: Multiple Optima and Non-Strict Convexity
Kristina Toutanova | Michel Galley

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I Thou Thee, Thou Traitor”: Predicting Formal vs. Informal Address in English Literature
Manaal Faruqui | Sebastian Padó

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Clustering Comparable Corpora For Bilingual Lexicon Extraction
Bo Li | Eric Gaussier | Akiko Aizawa

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Identifying Word Translations from Comparable Corpora Using Latent Topic Models
Ivan Vulić | Wim De Smet | Marie-Francine Moens

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Why Press Backspace? Understanding User Input Behaviors in Chinese Pinyin Input Method
Yabin Zheng | Lixing Xie | Zhiyuan Liu | Maosong Sun | Yang Zhang | Liyun Ru

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Automatic Assessment of Coverage Quality in Intelligence Reports
Samuel Brody | Paul Kantor

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Putting it Simply: a Context-Aware Approach to Lexical Simplification
Or Biran | Samuel Brody | Noémie Elhadad

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Automatically Predicting Peer-Review Helpfulness
Wenting Xiong | Diane Litman

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They Can Help: Using Crowdsourcing to Improve the Evaluation of Grammatical Error Detection Systems
Nitin Madnani | Martin Chodorow | Joel Tetreault | Alla Rozovskaya

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Typed Graph Models for Learning Latent Attributes from Names
Delip Rao | David Yarowsky

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Interactive Group Suggesting for Twitter
Zhonghua Qu | Yang Liu

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Improved Modeling of Out-Of-Vocabulary Words Using Morphological Classes
Thomas Mueller | Hinrich Schuetze

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Pointwise Prediction for Robust, Adaptable Japanese Morphological Analysis
Graham Neubig | Yosuke Nakata | Shinsuke Mori

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Nonparametric Bayesian Machine Transliteration with Synchronous Adaptor Grammars
Yun Huang | Min Zhang | Chew Lim Tan

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Fully Unsupervised Word Segmentation with BVE and MDL
Daniel Hewlett | Paul Cohen

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An Empirical Evaluation of Data-Driven Paraphrase Generation Techniques
Donald Metzler | Eduard Hovy | Chunliang Zhang

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Identification of Domain-Specific Senses in a Machine-Readable Dictionary
Fumiyo Fukumoto | Yoshimi Suzuki

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A Probabilistic Modeling Framework for Lexical Entailment
Eyal Shnarch | Jacob Goldberger | Ido Dagan

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Liars and Saviors in a Sentiment Annotated Corpus of Comments to Political Debates
Paula Carvalho | Luís Sarmento | Jorge Teixeira | Mário J. Silva

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Semi-supervised latent variable models for sentence-level sentiment analysis
Oscar Täckström | Ryan McDonald

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Identifying Noun Product Features that Imply Opinions
Lei Zhang | Bing Liu

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Identifying Sarcasm in Twitter: A Closer Look
Roberto González-Ibáñez | Smaranda Muresan | Nina Wacholder

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Subjectivity and Sentiment Analysis of Modern Standard Arabic
Muhammad Abdul-Mageed | Mona Diab | Mohammed Korayem

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Identifying the Semantic Orientation of Foreign Words
Ahmed Hassan | Amjad Abu-Jbara | Rahul Jha | Dragomir Radev

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Hierarchical Text Classification with Latent Concepts
Xipeng Qiu | Xuanjing Huang | Zhao Liu | Jinlong Zhou

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Semantic Information and Derivation Rules for Robust Dialogue Act Detection in a Spoken Dialogue System
Wei-Bin Liang | Chung-Hsien Wu | Chia-Ping Chen

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Predicting Relative Prominence in Noun-Noun Compounds
Taniya Mishra | Srinivas Bangalore

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Contrasting Multi-Lingual Prosodic Cues to Predict Verbal Feedback for Rapport
Siwei Wang | Gina-Anne Levow

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Generalized Interpolation in Decision Tree LM
Denis Filimonov | Mary Harper

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A Scalable Probabilistic Classifier for Language Modeling
Joel Lang

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Chinese sentence segmentation as comma classification
Nianwen Xue | Yaqin Yang

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Learning Condensed Feature Representations from Large Unsupervised Data Sets for Supervised Learning
Jun Suzuki | Hideki Isozaki | Masaaki Nagata

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Probabilistic Document Modeling for Syntax Removal in Text Summarization
William M. Darling | Fei Song

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Comparative News Summarization Using Linear Programming
Xiaojiang Huang | Xiaojun Wan | Jianguo Xiao

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Hierarchical Reinforcement Learning and Hidden Markov Models for Task-Oriented Natural Language Generation
Nina Dethlefs | Heriberto Cuayáhuitl

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Does Size Matter – How Much Data is Required to Train a REG Algorithm?
Mariët Theune | Ruud Koolen | Emiel Krahmer | Sander Wubben

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Simple English Wikipedia: A New Text Simplification Task
William Coster | David Kauchak

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A Hierarchical Model of Web Summaries
Yves Petinot | Kathleen McKeown | Kapil Thadani

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Unary Constraints for Efficient Context-Free Parsing
Nathan Bodenstab | Kristy Hollingshead | Brian Roark

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Data point selection for cross-language adaptation of dependency parsers
Anders Søgaard

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Getting the Most out of Transition-based Dependency Parsing
Jinho D. Choi | Martha Palmer

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Using Derivation Trees for Treebank Error Detection
Seth Kulick | Ann Bies | Justin Mott

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Improving Dependency Parsing with Semantic Classes
Eneko Agirre | Kepa Bengoetxea | Koldo Gojenola | Joakim Nivre

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Joint Hebrew Segmentation and Parsing using a PCFGLA Lattice Parser
Yoav Goldberg | Michael Elhadad

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An Ensemble Model that Combines Syntactic and Semantic Clustering for Discriminative Dependency Parsing
Gholamreza Haffari | Marzieh Razavi | Anoop Sarkar

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Better Automatic Treebank Conversion Using A Feature-Based Approach
Muhua Zhu | Jingbo Zhu | Minghan Hu

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The Surprising Variance in Shortest-Derivation Parsing
Mohit Bansal | Dan Klein

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Entity Set Expansion using Topic information
Kugatsu Sadamitsu | Kuniko Saito | Kenji Imamura | Genichiro Kikui


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Proceedings of the ACL 2011 Student Session

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Proceedings of the ACL 2011 Student Session
Sasa Petrovic | Ethan Selfridge | Emily Pitler | Miles Osborne | Thamar Solorio

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Word Alignment Combination over Multiple Word Segmentation
Ning Xi | Guangchao Tang | Boyuan Li | Yinggong Zhao

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Sentence Ordering Driven by Local and Global Coherence for Summary Generation
Renxian Zhang

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Pre- and Postprocessing for Statistical Machine Translation into Germanic Languages
Sara Stymne

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Exploring Entity Relations for Named Entity Disambiguation
Danuta Ploch

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Extracting and Classifying Urdu Multiword Expressions
Annette Hautli | Sebastian Sulger

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A Latent Topic Extracting Method based on Events in a Document and its Application
Risa Kitajima | Ichiro Kobayashi

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Syntax-based Statistical Machine Translation using Tree Automata and Tree Transducers
Daniel Emilio Beck

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ConsentCanvas: Automatic Texturing for Improved Readability in End-User License Agreements
Oliver Schneider | Alex Garnett

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Disambiguating temporal-contrastive connectives for machine translation
Thomas Meyer

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PsychoSentiWordNet
Amitava Das

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Optimistic Backtracking - A Backtracking Overlay for Deterministic Incremental Parsing
Gisle Ytrestøl

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An Error Analysis of Relation Extraction in Social Media Documents
Gregory Brown

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Effects of Noun Phrase Bracketing in Dependency Parsing and Machine Translation
Nathan Green

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Towards a Framework for Abstractive Summarization of Multimodal Documents
Charles Greenbacker

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Sentiment Analysis of Citations using Sentence Structure-Based Features
Awais Athar

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Combining Indicators of Allophony
Luc Boruta

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Turn-Taking Cues in a Human Tutoring Corpus
Heather Friedberg

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Predicting Clicks in a Vocabulary Learning System
Aaron Michelony

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Exploiting Morphology in Turkish Named Entity Recognition System
Reyyan Yeniterzi

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Social Network Extraction from Texts: A Thesis Proposal
Apoorv Agarwal

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Automatic Headline Generation using Character Cross-Correlation
Fahad Alotaiby

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K-means Clustering with Feature Hashing
Hajime Senuma


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Proceedings of the ACL-HLT 2011 System Demonstrations

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Proceedings of the ACL-HLT 2011 System Demonstrations
Sadao Kurohashi

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Hindi to Punjabi Machine Translation System
Vishal Goyal | Gurpreet Singh Lehal

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The ACL Anthology Searchbench
Ulrich Schäfer | Bernd Kiefer | Christian Spurk | Jörg Steffen | Rui Wang

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Exploiting Readymades in Linguistic Creativity: A System Demonstration of the Jigsaw Bard
Tony Veale | Yanfen Hao

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A Mobile Touchable Application for Online Topic Graph Extraction and Exploration of Web Content
Günter Neumann | Sven Schmeier

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EdIt: A Broad-Coverage Grammar Checker Using Pattern Grammar
Chung-Chi Huang | Mei-Hua Chen | Shih-Ting Huang | Jason S. Chang

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MemeTube: A Sentiment-based Audiovisual System for Analyzing and Displaying Microblog Messages
Cheng-Te Li | Chien-Yuan Wang | Chien-Lin Tseng | Shou-De Lin

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An ERP-based Brain-Computer Interface for text entry using Rapid Serial Visual Presentation and Language Modeling
Kenneth Hild | Umut Orhan | Deniz Erdogmus | Brian Roark | Barry Oken | Shalini Purwar | Hooman Nezamfar | Melanie Fried-Oken

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Engkoo: Mining the Web for Language Learning
Matthew R. Scott | Xiaohua Liu | Ming Zhou | Microsoft Engkoo Team

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Dr Sentiment Knows Everything!
Amitava Das | Sivaji Bandyopadhyay

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Blast: A Tool for Error Analysis of Machine Translation Output
Sara Stymne

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Prototyping virtual instructors from human-human corpora
Luciana Benotti | Alexandre Denis

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An Interactive Machine Translation System with Online Learning
Daniel Ortiz-Martínez | Luis A. Leiva | Vicent Alabau | Ismael García-Varea | Francisco Casacuberta

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Wikulu: An Extensible Architecture for Integrating Natural Language Processing Techniques with Wikis
Daniel Bär | Nicolai Erbs | Torsten Zesch | Iryna Gurevych

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A Speech-based Just-in-Time Retrieval System using Semantic Search
Andrei Popescu-Belis | Majid Yazdani | Alexandre Nanchen | Philip N. Garner

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MACAON An NLP Tool Suite for Processing Word Lattices
Alexis Nasr | Frédéric Béchet | Jean-François Rey | Benoît Favre | Joseph Le Roux

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Multimodal Menu-based Dialogue with Speech Cursor in DICO II+
Staffan Larsson | Alexander Berman | Jessica Villing

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Wikipedia Revision Toolkit: Efficiently Accessing Wikipedia’s Edit History
Oliver Ferschke | Torsten Zesch | Iryna Gurevych

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An Efficient Indexer for Large N-Gram Corpora
Hakan Ceylan | Rada Mihalcea

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SystemT: A Declarative Information Extraction System
Yunyao Li | Frederick Reiss | Laura Chiticariu

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SciSumm: A Multi-Document Summarization System for Scientific Articles
Nitin Agarwal | Ravi Shankar Reddy | Kiran Gvr | Carolyn Penstein Rosé

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Clairlib: A Toolkit for Natural Language Processing, Information Retrieval, and Network Analysis
Amjad Abu-Jbara | Dragomir Radev

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C-Feel-It: A Sentiment Analyzer for Micro-blogs
Aditya Joshi | Balamurali AR | Pushpak Bhattacharyya | Rajat Mohanty

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IMASS: An Intelligent Microblog Analysis and Summarization System
Jui-Yu Weng | Cheng-Lun Yang | Bo-Nian Chen | Yen-Kai Wang | Shou-De Lin

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An Interface for Rapid Natural Language Processing Development in UIMA
Balaji Soundrarajan | Thomas Ginter | Scott DuVall