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Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Dan Jurafsky | Eric Gaussier

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Unsupervised Discovery of a Statistical Verb Lexicon
Trond Grenager | Christopher D. Manning

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An Empirical Approach to the Interpretation of Superlatives
Johan Bos | Malvina Nissim

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Paraphrase Recognition via Dissimilarity Significance Classification
Long Qiu | Min-Yen Kan | Tat-Seng Chua

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Detecting Parser Errors Using Web-based Semantic Filters
Alexander Yates | Stefan Schoenmackers | Oren Etzioni

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Distributional measures of concept-distance: A task-oriented evaluation
Saif Mohammad | Graeme Hirst

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SPMT: Statistical Machine Translation with Syntactified Target Language Phrases
Daniel Marcu | Wei Wang | Abdessamad Echihabi | Kevin Knight

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Phrasetable Smoothing for Statistical Machine Translation
George Foster | Roland Kuhn | Howard Johnson

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The impact of parse quality on syntactically-informed statistical machine translation
Chris Quirk | Simon Corston-Oliver

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Statistical Machine Reordering
Marta R. Costa-jussà | José A. R. Fonollosa

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Re-evaluating Machine Translation Results with Paraphrase Support
Liang Zhou | Chin-Yew Lin | Eduard Hovy

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Exploiting Discourse Structure for Spoken Dialogue Performance Analysis
Mihai Rotaru | Diane J. Litman

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Learning Information Status of Discourse Entities
Malvina Nissim

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Automatic classification of citation function
Simone Teufel | Advaith Siddharthan | Dan Tidhar

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Is it Really that Difficult to Parse German?
Sandra Kübler | Erhard W. Hinrichs | Wolfgang Maier

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Domain Adaptation with Structural Correspondence Learning
John Blitzer | Ryan McDonald | Fernando Pereira

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Incremental Integer Linear Programming for Non-projective Dependency Parsing
Sebastian Riedel | James Clarke

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Semantic Role Labeling of NomBank: A Maximum Entropy Approach
Zheng Ping Jiang | Hwee Tou Ng

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Identification of Event Mentions and their Semantic Class
Steven Bethard | James H. Martin

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Extremely Lexicalized Models for Accurate and Fast HPSG Parsing
Takashi Ninomiya | Takuya Matsuzaki | Yoshimasa Tsuruoka | Yusuke Miyao | Jun’ichi Tsujii

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Multilingual Deep Lexical Acquisition for HPSGs via Supertagging
Phil Blunsom | Timothy Baldwin

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Lexical Reference: a Semantic Matching Subtask
Oren Glickman | Eyal Shnarch | Ido Dagan

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Semantic Role Labeling via Instance-Based Learning
Chi-San Althon Lin | Tony C. Smith

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Inducing Temporal Graphs
Philip Bramsen | Pawan Deshpande | Yoong Keok Lee | Regina Barzilay

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A Weakly Supervised Learning Approach for Spoken Language Understanding
Wei-Lin Wu | Ru-Zhan Lu | Jian-Yong Duan | Hui Liu | Feng Gao | Yu-Quan Chen

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Humor: Prosody Analysis and Automatic Recognition for F*R*I*E*N*D*S*
Amruta Purandare | Diane Litman

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Distributed Language Modeling for N-best List Re-ranking
Ying Zhang | Almut Silja Hildebrand | Stephan Vogel

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Efficient Search for Inversion Transduction Grammar
Hao Zhang | Daniel Gildea

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A Discriminative Model for Tree-to-Tree Translation
Brooke Cowan | Ivona Kuc̆erová | Michael Collins

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Modeling Impression in Probabilistic Transliteration into Chinese
LiLi Xu | Atsushi Fujii | Tetsuya Ishikawa

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Unsupervised Named Entity Transliteration Using Temporal and Phonetic Correlation
Tao Tao | Su-Youn Yoon | Andrew Fister | Richard Sproat | ChengXiang Zhai

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Capturing Out-of-Vocabulary Words in Arabic Text
Abdusalam F.A. Nwesri | S.M.M. Tahaghoghi | Falk Scholer

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Using linguistically motivated features for paragraph boundary identification
Katja Filippova | Michael Strube

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BESTCUT: A Graph Algorithm for Coreference Resolution
Cristina Nicolae | Gabriel Nicolae

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Automatic Construction of Predicate-argument Structure Patterns for Biomedical Information Extraction
Akane Yakushiji | Yusuke Miyao | Tomoko Ohta | Yuka Tateisi | Jun’ichi Tsujii

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Protein folding and chart parsing
Julia Hockenmaier | Aravind K. Joshi | Ken A. Dill

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Learning Phrasal Categories
William P. Headden III | Eugene Charniak | Mark Johnson

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Priming Effects in Combinatory Categorial Grammar
David Reitter | Julia Hockenmaier | Frank Keller

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Better Informed Training of Latent Syntactic Features
Markus Dreyer | Jason Eisner

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Get out the vote: Determining support or opposition from Congressional floor-debate transcripts
Matt Thomas | Bo Pang | Lillian Lee

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Partially Supervised Coreference Resolution for Opinion Summarization through Structured Rule Learning
Veselin Stoyanov | Claire Cardie

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Sentiment Retrieval using Generative Models
Koji Eguchi | Victor Lavrenko

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Fully Automatic Lexicon Expansion for Domain-oriented Sentiment Analysis
Hiroshi Kanayama | Tetsuya Nasukawa

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A Skip-Chain Conditional Random Field for Ranking Meeting Utterances by Importance
Michel Galley

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Style & Topic Language Model Adaptation Using HMM-LDA
Bo-June Paul Hsu | James Glass

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Text data acquisition for domain-specific language models
Abhinav Sethy | Panayiotis G. Georgiou | Shrikanth Narayanan

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Corrective Models for Speech Recognition of Inflected Languages
Izhak Shafran | Keith Hall

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Lexicon Acquisition for Dialectal Arabic Using Transductive Learning
Kevin Duh | Katrin Kirchhoff

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Arabic OCR Error Correction Using Character Segment Correction, Language Modeling, and Shallow Morphology
Walid Magdy | Kareem Darwish

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Partially Supervised Sense Disambiguation by Learning Sense Number from Tagged and Untagged Corpora
Zheng-Yu Niu | Dong-Hong Ji | Chew Lim Tan

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Automatically Assessing Review Helpfulness
Soo-Min Kim | Patrick Pantel | Tim Chklovski | Marco Pennacchiotti

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Joint Extraction of Entities and Relations for Opinion Recognition
Yejin Choi | Eric Breck | Claire Cardie

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Feature Subsumption for Opinion Analysis
Ellen Riloff | Siddharth Patwardhan | Janyce Wiebe

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Relevance Feedback Models for Recommendation
Masao Utiyama | Mikio Yamamoto

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Random Indexing using Statistical Weight Functions
James Gorman | James R. Curran

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A Hybrid Markov/Semi-Markov Conditional Random Field for Sequence Segmentation
Galen Andrew

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Boosting Unsupervised Relation Extraction by Using NER
Ronen Feldman | Benjamin Rosenfeld

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Short Text Authorship Attribution via Sequence Kernels, Markov Chains and Author Unmasking: An Investigation
Conrad Sanderson | Simon Guenter

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Entity Annotation based on Inverse Index Operations
Ganesh Ramakrishnan | Sreeram Balakrishnan | Sachindra Joshi

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Unsupervised Information Extraction Approach Using Graph Mutual Reinforcement
Hany Hassan | Ahmed Hassan | Ossama Emam

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Empirical Study on the Performance Stability of Named Entity Recognition Model across Domains
Hong Lei Guo | Li Zhang | Zhong Su

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Statistical Ranking in Tactical Generation
Erik Velldal | Stephan Oepen

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Sentence ordering with manifold-based classification in multi-document summarization
Paul D Ji | Stephen Pulman

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Quality Assessment of Large Scale Knowledge Resources
Montse Cuadros | German Rigau

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Graph-based Word Clustering using a Web Search Engine
Yutaka Matsuo | Takeshi Sakaki | Kôki Uchiyama | Mitsuru Ishizuka

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Context-Dependent Term Relations for Information Retrieval
Jing Bai | Jian-Yun Nie | Guihong Cao

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Loss Minimization in Parse Reranking
Ivan Titov | James Henderson

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Unsupervised Relation Disambiguation with Order Identification Capabilities
Jinxiu Chen | Donghong Ji | Chew Lim Tan | Zhengyu Niu

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Competitive generative models with structure learning for NLP classification tasks
Kristina Toutanova

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Two graph-based algorithms for state-of-the-art WSD
Eneko Agirre | David Martínez | Oier López de Lacalle | Aitor Soroa

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Broad-Coverage Sense Disambiguation and Information Extraction with a Supersense Sequence Tagger
Massimiliano Ciaramita | Yasemin Altun

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Learning Field Compatibilities to Extract Database Records from Unstructured Text
Michael Wick | Aron Culotta | Andrew McCallum

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Discriminative Methods for Transliteration
Dmitry Zelenko | Chinatsu Aone

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Solving the Problem of Cascading Errors: Approximate Bayesian Inference for Linguistic Annotation Pipelines
Jenny Rose Finkel | Christopher D. Manning | Andrew Y. Ng