2016

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An Unsupervised System for Visual Exploration of Twitter Conversations
Derrick Higgins | Michael Heilman | Adrianna Jelesnianska | Keith Ingersoll
Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis

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Model Combination for Correcting Preposition Selection Errors
Nitin Madnani | Michael Heilman | Aoife Cahill
Proceedings of the 11th Workshop on Innovative Use of NLP for Building Educational Applications

2015

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Effective Feature Integration for Automated Short Answer Scoring
Keisuke Sakaguchi | Michael Heilman | Nitin Madnani
Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

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Feature selection for automated speech scoring
Anastassia Loukina | Klaus Zechner | Lei Chen | Michael Heilman
Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications

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The Impact of Training Data on Automated Short Answer Scoring Performance
Michael Heilman | Nitin Madnani
Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications

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Reducing Annotation Efforts in Supervised Short Answer Scoring
Torsten Zesch | Michael Heilman | Aoife Cahill
Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications

2014

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Applying Argumentation Schemes for Essay Scoring
Yi Song | Michael Heilman | Beata Beigman Klebanov | Paul Deane
Proceedings of the First Workshop on Argumentation Mining

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Different Texts, Same Metaphors: Unigrams and Beyond
Beata Beigman Klebanov | Ben Leong | Michael Heilman | Michael Flor
Proceedings of the Second Workshop on Metaphor in NLP

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Predicting Grammaticality on an Ordinal Scale
Michael Heilman | Aoife Cahill | Nitin Madnani | Melissa Lopez | Matthew Mulholland | Joel Tetreault
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

2013

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HENRY-CORE: Domain Adaptation and Stacking for Text Similarity
Michael Heilman | Nitin Madnani
Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity

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ETS: Domain Adaptation and Stacking for Short Answer Scoring
Michael Heilman | Nitin Madnani
Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013)

2012

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Identifying High-Level Organizational Elements in Argumentative Discourse
Nitin Madnani | Michael Heilman | Joel Tetreault | Martin Chodorow
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

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Precision Isn’t Everything: A Hybrid Approach to Grammatical Error Detection
Michael Heilman | Aoife Cahill | Joel Tetreault
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP

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ETS: Discriminative Edit Models for Paraphrase Scoring
Michael Heilman | Nitin Madnani
*SEM 2012: The First Joint Conference on Lexical and Computational Semantics – Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation (SemEval 2012)

2011

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

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Predicting a Scientific Community’s Response to an Article
Dani Yogatama | Michael Heilman | Brendan O’Connor | Chris Dyer | Bryan R. Routledge | Noah A. Smith
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing

2010

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Good Question! Statistical Ranking for Question Generation
Michael Heilman | Noah A. Smith
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics

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Tree Edit Models for Recognizing Textual Entailments, Paraphrases, and Answers to Questions
Michael Heilman | Noah A. Smith
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics

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Rating Computer-Generated Questions with Mechanical Turk
Michael Heilman | Noah A. Smith
Proceedings of the NAACL HLT 2010 Workshop on Creating Speech and Language Data with Amazon’s Mechanical Turk

2008

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An Analysis of Statistical Models and Features for Reading Difficulty Prediction
Michael Heilman | Kevyn Collins-Thompson | Maxine Eskenazi
Proceedings of the Third Workshop on Innovative Use of NLP for Building Educational Applications

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Retrieval of Reading Materials for Vocabulary and Reading Practice
Michael Heilman | Le Zhao | Juan Pino | Maxine Eskenazi
Proceedings of the Third Workshop on Innovative Use of NLP for Building Educational Applications

2007

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Combining Lexical and Grammatical Features to Improve Readability Measures for First and Second Language Texts
Michael Heilman | Kevyn Collins-Thompson | Jamie Callan | Maxine Eskenazi
Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference