Conference on Empirical Methods in Natural Language Processing (2011)
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
Regina Barzilay
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Mark Johnson
Fast and Robust Joint Models for Biomedical Event Extraction
Sebastian Riedel
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Andrew McCallum
Predicting Thread Discourse Structure over Technical Web Forums
Li Wang
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Marco Lui
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Su Nam Kim
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Joakim Nivre
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Timothy Baldwin
Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation
Yin-Wen Chang
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Michael Collins
Optimal Search for Minimum Error Rate Training
Michel Galley
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Chris Quirk
Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance
Shay B. Cohen
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Dipanjan Das
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Noah A. Smith
Multi-Source Transfer of Delexicalized Dependency Parsers
Ryan McDonald
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Slav Petrov
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Keith Hall
SMT Helps Bitext Dependency Parsing
Wenliang Chen
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Jun’ichi Kazama
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Min Zhang
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Yoshimasa Tsuruoka
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Yujie Zhang
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Yiou Wang
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Kentaro Torisawa
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Haizhou Li
Accurate Parsing with Compact Tree-Substitution Grammars: Double-DOP
Federico Sangati
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Willem Zuidema
A Generate and Rank Approach to Sentence Paraphrasing
Prodromos Malakasiotis
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Ion Androutsopoulos
Correcting Semantic Collocation Errors with L1-induced Paraphrases
Daniel Dahlmeier
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Hwee Tou Ng
Class Label Enhancement via Related Instances
Zornitsa Kozareva
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Konstantin Voevodski
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Shanghua Teng
A Joint Model for Extended Semantic Role Labeling
Vivek Srikumar
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Dan Roth
Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews
Jianxing Yu
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Zheng-Jun Zha
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Meng Wang
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Kai Wang
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Tat-Seng Chua
Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions
Richard Socher
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Jeffrey Pennington
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Eric H. Huang
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Andrew Y. Ng
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Christopher D. Manning
Unsupervised Discovery of Discourse Relations for Eliminating Intra-sentence Polarity Ambiguities
Lanjun Zhou
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Binyang Li
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Wei Gao
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Zhongyu Wei
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Kam-Fai Wong
Compositional Matrix-Space Models for Sentiment Analysis
Ainur Yessenalina
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Claire Cardie
Training a Parser for Machine Translation Reordering
Jason Katz-Brown
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Slav Petrov
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Ryan McDonald
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Franz Och
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David Talbot
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Hiroshi Ichikawa
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Masakazu Seno
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Hideto Kazawa
Inducing Sentence Structure from Parallel Corpora for Reordering
John DeNero
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Jakob Uszkoreit
Augmenting String-to-Tree Translation Models with Fuzzy Use of Source-side Syntax
Jiajun Zhang
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Feifei Zhai
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Chengqing Zong
A novel dependency-to-string model for statistical machine translation
Jun Xie
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Haitao Mi
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Qun Liu
Bayesian Checking for Topic Models
David Mimno
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David Blei
Dual Decomposition with Many Overlapping Components
André Martins
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Noah Smith
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Mário Figueiredo
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Pedro Aguiar
Approximate Scalable Bounded Space Sketch for Large Data NLP
Amit Goyal
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Hal Daumé III
Optimizing Semantic Coherence in Topic Models
David Mimno
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Hanna Wallach
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Edmund Talley
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Miriam Leenders
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Andrew McCallum
A Weakly-supervised Approach to Argumentative Zoning of Scientific Documents
Yufan Guo
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Anna Korhonen
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Thierry Poibeau
Linear Text Segmentation Using Affinity Propagation
Anna Kazantseva
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Stan Szpakowicz
Minimally Supervised Event Causality Identification
Quang Do
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Yee Seng Chan
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Dan Roth
A Model of Discourse Predictions in Human Sentence Processing
Amit Dubey
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Frank Keller
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Patrick Sturt
Simple Effective Decipherment via Combinatorial Optimization
Taylor Berg-Kirkpatrick
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Dan Klein
Universal Morphological Analysis using Structured Nearest Neighbor Prediction
Young-Bum Kim
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João Graça
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Benjamin Snyder
Training a Log-Linear Parser with Loss Functions via Softmax-Margin
Michael Auli
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Adam Lopez
Large-Scale Cognate Recovery
David Hall
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Dan Klein
Domain Adaptation via Pseudo In-Domain Data Selection
Amittai Axelrod
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Xiaodong He
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Jianfeng Gao
Language Models for Machine Translation: Original vs. Translated Texts
Gennadi Lembersky
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Noam Ordan
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Shuly Wintner
Better Evaluation Metrics Lead to Better Machine Translation
Chang Liu
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Daniel Dahlmeier
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Hwee Tou Ng
Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation
Reut Tsarfaty
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Joakim Nivre
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Evelina Andersson
Parser Evaluation over Local and Non-Local Deep Dependencies in a Large Corpus
Emily M. Bender
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Dan Flickinger
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Stephan Oepen
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Yi Zhang
Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer Programming
Kristian Woodsend
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Mirella Lapata
Bootstrapping Semantic Parsers from Conversations
Yoav Artzi
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Luke Zettlemoyer
Timeline Generation through Evolutionary Trans-Temporal Summarization
Rui Yan
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Liang Kong
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Congrui Huang
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Xiaojun Wan
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Xiaoming Li
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Yan Zhang
Corpus-Guided Sentence Generation of Natural Images
Yezhou Yang
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Ching Teo
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Hal Daumé III
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Yiannis Aloimonos
Corroborating Text Evaluation Results with Heterogeneous Measures
Enrique Amigó
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Julio Gonzalo
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Jesús Giménez
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Felisa Verdejo
Ranking Human and Machine Summarization Systems
Peter Rankel
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John Conroy
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Eric Slud
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Dianne O’Leary
Quasi-Synchronous Phrase Dependency Grammars for Machine Translation
Kevin Gimpel
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Noah A. Smith
A Word Reordering Model for Improved Machine Translation
Karthik Visweswariah
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Rajakrishnan Rajkumar
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Ankur Gandhe
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Ananthakrishnan Ramanathan
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Jiri Navratil
Feature-Rich Language-Independent Syntax-Based Alignment for Statistical Machine Translation
Jason Riesa
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Ann Irvine
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Daniel Marcu
Efficient retrieval of tree translation examples for Syntax-Based Machine Translation
Fabien Cromieres
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Sadao Kurohashi
A generative model for unsupervised discovery of relations and argument classes from clinical texts
Bryan Rink
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Sanda Harabagiu
Random Walk Inference and Learning in A Large Scale Knowledge Base
Ni Lao
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Tom Mitchell
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William W. Cohen
Exploring Supervised LDA Models for Assigning Attributes to Adjective-Noun Phrases
Matthias Hartung
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Anette Frank
Semantic Topic Models: Combining Word Distributional Statistics and Dictionary Definitions
Weiwei Guo
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Mona Diab
Cooooooooooooooollllllllllllll!!!!!!!!!!!!!! Using Word Lengthening to Detect Sentiment in Microblogs
Samuel Brody
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Nicholas Diakopoulos
Personalized Recommendation of User Comments via Factor Models
Deepak Agarwal
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Bee-Chung Chen
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Bo Pang
Data-Driven Response Generation in Social Media
Alan Ritter
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Colin Cherry
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William B. Dolan
Predicting a Scientific Community’s Response to an Article
Dani Yogatama
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Michael Heilman
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Brendan O’Connor
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Chris Dyer
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Bryan R. Routledge
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Noah A. Smith
Non-parametric Bayesian Segmentation of Japanese Noun Phrases
Yugo Murawaki
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Sadao Kurohashi
Discovering Morphological Paradigms from Plain Text Using a Dirichlet Process Mixture Model
Markus Dreyer
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Jason Eisner
Multilayer Sequence Labeling
Ai Azuma
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Yuji Matsumoto
A Bayesian Mixture Model for PoS Induction Using Multiple Features
Christos Christodoulopoulos
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Sharon Goldwater
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Mark Steedman
Large-Scale Noun Compound Interpretation Using Bootstrapping and the Web as a Corpus
Su Nam Kim
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Preslav Nakov
Linguistic Redundancy in Twitter
Fabio Massimo Zanzotto
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Marco Pennacchiotti
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Kostas Tsioutsiouliklis
Divide and Conquer: Crowdsourcing the Creation of Cross-Lingual Textual Entailment Corpora
Matteo Negri
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Luisa Bentivogli
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Yashar Mehdad
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Danilo Giampiccolo
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Alessandro Marchetti
Literal and Metaphorical Sense Identification through Concrete and Abstract Context
Peter Turney
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Yair Neuman
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Dan Assaf
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Yohai Cohen
Syntactic Decision Tree LMs: Random Selection or Intelligent Design?
Denis Filimonov
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Mary Harper
The Imagination of Crowds: Conversational AAC Language Modeling using Crowdsourcing and Large Data Sources
Keith Vertanen
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Per Ola Kristensson
Using Syntactic and Semantic Structural Kernels for Classifying Definition Questions in Jeopardy!
Alessandro Moschitti
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Jennifer Chu-Carroll
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Siddharth Patwardhan
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James Fan
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Giuseppe Riccardi
Multiword Expression Identification with Tree Substitution Grammars: A Parsing tour de force with French
Spence Green
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Marie-Catherine de Marneffe
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John Bauer
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Christopher D. Manning
Modelling Discourse Relations for Arabic
Amal Al-Saif
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Katja Markert
Classifying Sentences as Speech Acts in Message Board Posts
Ashequl Qadir
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Ellen Riloff
Learning Local Content Shift Detectors from Document-level Information
Richárd Farkas
Collaborative Ranking: A Case Study on Entity Linking
Zheng Chen
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Heng Ji
Robust Disambiguation of Named Entities in Text
Johannes Hoffart
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Mohamed Amir Yosef
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Ilaria Bordino
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Hagen Fürstenau
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Manfred Pinkal
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Marc Spaniol
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Bilyana Taneva
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Stefan Thater
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Gerhard Weikum
A Cascaded Classification Approach to Semantic Head Recognition
Lukas Michelbacher
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Alok Kothari
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Martin Forst
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Christina Lioma
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Hinrich Schütze
Linking Entities to a Knowledge Base with Query Expansion
Swapna Gottipati
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Jing Jiang
Unsupervised Information Extraction with Distributional Prior Knowledge
Cane Wing-ki Leung
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Jing Jiang
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Kian Ming A. Chai
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Hai Leong Chieu
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Loo-Nin Teow
Relation Acquisition using Word Classes and Partial Patterns
Stijn De Saeger
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Kentaro Torisawa
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Masaaki Tsuchida
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Jun’ichi Kazama
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Chikara Hashimoto
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Ichiro Yamada
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Jong Hoon Oh
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Istvan Varga
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Yulan Yan
Identification of Multi-word Expressions by Combining Multiple Linguistic Information Sources
Yulia Tsvetkov
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Shuly Wintner
Analyzing Methods for Improving Precision of Pivot Based Bilingual Dictionaries
Xabier Saralegi
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Iker Manterola
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Iñaki San Vicente
Soft Dependency Constraints for Reordering in Hierarchical Phrase-Based Translation
Yang Gao
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Philipp Koehn
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Alexandra Birch
Statistical Machine Translation with Local Language Models
Christof Monz
Fast Generation of Translation Forest for Large-Scale SMT Discriminative Training
Xinyan Xiao
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Yang Liu
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Qun Liu
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Shouxun Lin
A Correction Model for Word Alignments
J. Scott McCarley
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Abraham Ittycheriah
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Salim Roukos
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Bing Xiang
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Jian-ming Xu
Heuristic Search for Non-Bottom-Up Tree Structure Prediction
Andrea Gesmundo
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James Henderson
Cache-based Document-level Statistical Machine Translation
Zhengxian Gong
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Min Zhang
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Guodong Zhou
Minimum Imputed-Risk: Unsupervised Discriminative Training for Machine Translation
Zhifei Li
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Ziyuan Wang
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Jason Eisner
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Sanjeev Khudanpur
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Brian Roark
Improving Bilingual Projections via Sparse Covariance Matrices
Jagadeesh Jagarlamudi
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Raghavendra Udupa
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Hal Daumé III
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Abhijit Bhole
Entire Relaxation Path for Maximum Entropy Problems
Moshe Dubiner
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Yoram Singer
A Non-negative Matrix Factorization Based Approach for Active Dual Supervision from Document and Word Labels
Chao Shen
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Tao Li
Splitting Noun Compounds via Monolingual and Bilingual Paraphrasing: A Study on Japanese Katakana Words
Nobuhiro Kaji
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Masaru Kitsuregawa
Enhancing Chinese Word Segmentation Using Unlabeled Data
Weiwei Sun
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Jia Xu
Unsupervised Learning of Selectional Restrictions and Detection of Argument Coercions
Kirk Roberts
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Sanda Harabagiu
Harnessing different knowledge sources to measure semantic relatedness under a uniform model
Ziqi Zhang
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Anna Lisa Gentile
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Fabio Ciravegna
Refining the Notions of Depth and Density in WordNet-based Semantic Similarity Measures
Tong Wang
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Graeme Hirst
Latent Vector Weighting for Word Meaning in Context
Tim Van de Cruys
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Thierry Poibeau
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Anna Korhonen
Hierarchical Verb Clustering Using Graph Factorization
Lin Sun
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Anna Korhonen
Structured Lexical Similarity via Convolution Kernels on Dependency Trees
Danilo Croce
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Alessandro Moschitti
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Roberto Basili
Probabilistic models of similarity in syntactic context
Diarmuid Ó Séaghdha
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Anna Korhonen
Lexical Co-occurrence, Statistical Significance, and Word Association
Dipak L. Chaudhari
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Om P. Damani
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Srivatsan Laxman
Learning the Information Status of Noun Phrases in Spoken Dialogues
Altaf Rahman
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Vincent Ng
Harnessing WordNet Senses for Supervised Sentiment Classification
Balamurali AR
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Aditya Joshi
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Pushpak Bhattacharyya
Learning General Connotation of Words using Graph-based Algorithms
Song Feng
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Ritwik Bose
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Yejin Choi
Hypotheses Selection Criteria in a Reranking Framework for Spoken Language Understanding
Marco Dinarelli
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Sophie Rosset
A Fast Re-scoring Strategy to Capture Long-Distance Dependencies
Anoop Deoras
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Tomáš Mikolov
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Kenneth Church
Efficient Subsampling for Training Complex Language Models
Puyang Xu
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Asela Gunawardana
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Sanjeev Khudanpur
Generating Aspect-oriented Multi-Document Summarization with Event-aspect model
Peng Li
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Yinglin Wang
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Wei Gao
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Jing Jiang
Syntax-Based Grammaticality Improvement using CCG and Guided Search
Yue Zhang
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Stephen Clark
Generating Subsequent Reference in Shared Visual Scenes: Computation vs Re-Use
Jette Viethen
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Robert Dale
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Markus Guhe
Learning Sentential Paraphrases from Bilingual Parallel Corpora for Text-to-Text Generation
Juri Ganitkevitch
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Chris Callison-Burch
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Courtney Napoles
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Benjamin Van Durme
Joint Models for Chinese POS Tagging and Dependency Parsing
Zhenghua Li
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Min Zhang
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Wanxiang Che
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Ting Liu
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Wenliang Chen
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Haizhou Li
Relaxed Cross-lingual Projection of Constituent Syntax
Wenbin Jiang
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Qun Liu
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Yajuan Lv
Computing Logical Form on Regulatory Texts
Nikhil Dinesh
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Aravind Joshi
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Insup Lee
Computation of Infix Probabilities for Probabilistic Context-Free Grammars
Mark-Jan Nederhof
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Giorgio Satta
Parse Correction with Specialized Models for Difficult Attachment Types
Enrique Henestroza Anguiano
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Marie Candito
Exact Inference for Generative Probabilistic Non-Projective Dependency Parsing
Shay B. Cohen
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Carlos Gómez-Rodríguez
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Giorgio Satta
Semi-supervised CCG Lexicon Extension
Emily Thomforde
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Mark Steedman
A Fast, Accurate, Non-Projective, Semantically-Enriched Parser
Stephen Tratz
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Eduard Hovy
Lateen EM: Unsupervised Training with Multiple Objectives, Applied to Dependency Grammar Induction
Valentin I. Spitkovsky
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Hiyan Alshawi
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Daniel Jurafsky
Unsupervised Dependency Parsing without Gold Part-of-Speech Tags
Valentin I. Spitkovsky
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Hiyan Alshawi
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Angel X. Chang
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Daniel Jurafsky
Exploiting Syntactic and Distributional Information for Spelling Correction with Web-Scale N-gram Models
Wei Xu
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Joel Tetreault
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Martin Chodorow
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Ralph Grishman
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Le Zhao
Discriminating Gender on Twitter
John D. Burger
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John Henderson
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George Kim
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Guido Zarrella
Identifying and Following Expert Investors in Stock Microblogs
Roy Bar-Haim
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Elad Dinur
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Ronen Feldman
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Moshe Fresko
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Guy Goldstein
Unsupervised Semantic Role Induction with Graph Partitioning
Joel Lang
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Mirella Lapata
Structural Opinion Mining for Graph-based Sentiment Representation
Yuanbin Wu
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Qi Zhang
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Xuanjing Huang
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Lide Wu
Summarize What You Are Interested In: An Optimization Framework for Interactive Personalized Summarization
Rui Yan
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Jian-Yun Nie
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Xiaoming Li
Tuning as Ranking
Mark Hopkins
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Jonathan May
Watermarking the Outputs of Structured Prediction with an application in Statistical Machine Translation.
Ashish Venugopal
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Jakob Uszkoreit
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David Talbot
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Franz Och
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Juri Ganitkevitch
Hierarchical Phrase-based Translation Representations
Gonzalo Iglesias
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Cyril Allauzen
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William Byrne
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Adrià de Gispert
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Michael Riley
Improved Transliteration Mining Using Graph Reinforcement
Ali El Kahki
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Kareem Darwish
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Ahmed Saad El Din
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Mohamed Abd El-Wahab
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Ahmed Hefny
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Waleed Ammar
Experimental Support for a Categorical Compositional Distributional Model of Meaning
Edward Grefenstette
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Mehrnoosh Sadrzadeh
Cross-Cutting Models of Lexical Semantics
Joseph Reisinger
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Raymond Mooney
Reducing Grounded Learning Tasks To Grammatical Inference
Benjamin Börschinger
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Bevan K. Jones
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Mark Johnson
Relation Extraction with Relation Topics
Chang Wang
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James Fan
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Aditya Kalyanpur
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David Gondek
Extreme Extraction – Machine Reading in a Week
Marjorie Freedman
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Lance Ramshaw
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Elizabeth Boschee
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Ryan Gabbard
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Gary Kratkiewicz
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Nicolas Ward
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Ralph Weischedel
Discovering Relations between Noun Categories
Thahir Mohamed
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Estevam Hruschka
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Tom Mitchell
Structured Relation Discovery using Generative Models
Limin Yao
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Aria Haghighi
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Sebastian Riedel
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Andrew McCallum
Closing the Loop: Fast, Interactive Semi-Supervised Annotation With Queries on Features and Instances
Burr Settles
Third-order Variational Reranking on Packed-Shared Dependency Forests
Katsuhiko Hayashi
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Taro Watanabe
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Masayuki Asahara
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Yuji Matsumoto
Training dependency parsers by jointly optimizing multiple objectives
Keith Hall
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Ryan McDonald
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Jason Katz-Brown
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Michael Ringgaard
Structured Sparsity in Structured Prediction
André Martins
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Noah Smith
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Mário Figueiredo
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Pedro Aguiar
Lexical Generalization in CCG Grammar Induction for Semantic Parsing
Tom Kwiatkowski
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Luke Zettlemoyer
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Sharon Goldwater
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Mark Steedman
Named Entity Recognition in Tweets: An Experimental Study
Alan Ritter
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Sam Clark
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Mausam
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Oren Etzioni
Identifying Relations for Open Information Extraction
Anthony Fader
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Stephen Soderland
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Oren Etzioni
Active Learning with Amazon Mechanical Turk
Florian Laws
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Christian Scheible
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Hinrich Schütze
Bootstrapped Named Entity Recognition for Product Attribute Extraction
Duangmanee Putthividhya
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Junling Hu
Twitter Catches The Flu: Detecting Influenza Epidemics using Twitter
Eiji Aramaki
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Sachiko Maskawa
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Mizuki Morita
A Simple Word Trigger Method for Social Tag Suggestion
Zhiyuan Liu
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Xinxiong Chen
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Maosong Sun
Rumor has it: Identifying Misinformation in Microblogs
Vahed Qazvinian
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Emily Rosengren
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Dragomir R. Radev
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Qiaozhu Mei
Exploiting Parse Structures for Native Language Identification
Sze-Meng Jojo Wong
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Mark Dras
A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions
Wei Lu
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Hwee Tou Ng