Nitin Madnani

According to our database, Nitin Madnani authored at least 63 papers between 2003 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Automated Essay Scoring

Beata Beigman Klebanov, Nitin Madnani

Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02182-4, 2021

2020

Detecting learning in noisy data: the case of oral reading fluency.

Beata Beigman Klebanov, Anastassia Loukina, John Lockwood, Van Rynald T. Liceralde, John Sabatini, Nitin Madnani, Binod Gyawali, Zuowei Wang, Jennifer Lentini

Proceedings of the LAK '20: 10th International Conference on Learning Analytics and Knowledge, 2020

Using PRMSE to evaluate automated scoring systems in the presence of label noise.

Anastassia Loukina, Nitin Madnani, Aoife Cahill, Lili Yao, Matthew S. Johnson, Brian Riordan, Daniel F. McCaffrey

Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2020

Automated Evaluation of Writing - 50 Years and Counting.

Beata Beigman Klebanov, Nitin Madnani

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Would you?: Could you? On a tablet? Analytics of Children's eBook Reading.

Beata Beigman Klebanov, Anastassia Loukina, Nitin Madnani, John Sabatini, Jennifer Lentini

Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019

Automated Estimation of Oral Reading Fluency During Summer Camp e-Book Reading with MyTurnToRead.

Anastassia Loukina, Beata Beigman Klebanov, Patrick L. Lange, Yao Qian, Binod Gyawali, Nitin Madnani, Abhinav Misra, Klaus Zechner, Zuowei Wang, John Sabatini

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Toward Automated Content Feedback Generation for Non-native Spontaneous Speech.

Su-Youn Yoon, Ching-Ni Hsieh, Klaus Zechner, Matthew Mulholland, Yuan Wang, Nitin Madnani

Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2019

The many dimensions of algorithmic fairness in educational applications.

Anastassia Loukina, Nitin Madnani, Klaus Zechner

Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2019

My Turn To Read: An Interleaved E-book Reading Tool for Developing and Struggling Readers.

Nitin Madnani, Beata Beigman Klebanov, Anastassia Loukina, Binod Gyawali, Patrick L. Lange, John Sabatini, Michael Flor

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Evaluating on-device ASR on Field Recordings from an Interactive Reading Companion.

Anastassia Loukina, Nitin Madnani, Beata Beigman Klebanov, Abhinav Misra, Georgi Angelov, Ognjen Todic

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Atypical Inputs in Educational Applications.

Su-Youn Yoon, Aoife Cahill, Anastassia Loukina, Klaus Zechner, Brian Riordan, Nitin Madnani

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Automated Scoring: Beyond Natural Language Processing.

Nitin Madnani, Aoife Cahill

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Writing Mentor: Self-Regulated Writing Feedback for Struggling Writers.

Nitin Madnani, Jill Burstein, Norbert Elliot, Beata Beigman Klebanov, Diane Napolitano, Slava Andreyev, Maxwell Schwartz

Proceedings of the COLING 2018, 2018

Second Language Acquisition Modeling.

Burr Settles, Chris Brust, Erin Gustafson, Masato Hagiwara, Nitin Madnani

Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications@NAACL-HLT 2018, 2018

2017

Generating Language Activities in Real-Time for English Learners using Language Muse.

Jill Burstein, Nitin Madnani, John Sabatini, Dan McCaffrey, Kietha Biggers, Kelsey Dreier

Proceedings of the Fourth ACM Conference on Learning @ Scale, 2017

Building Better Open-Source Tools to Support Fairness in Automated Scoring.

Nitin Madnani, Anastassia Loukina, Alina A. von Davier, Jill Burstein, Aoife Cahill

Proceedings of the First ACL Workshop on Ethics in Natural Language Processing, 2017

Speech- and Text-driven Features for Automated Scoring of English Speaking Tasks.

Anastassia Loukina, Nitin Madnani, Aoife Cahill

Proceedings of the Workshop on Speech-Centric Natural Language Processing, 2017

A Large Scale Quantitative Exploration of Modeling Strategies for Content Scoring.

Nitin Madnani, Anastassia Loukina, Aoife Cahill

Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, 2017

2016

RSMTool: collection of tools building and evaluating automated scoring models.

Nitin Madnani, Anastassia Loukina

J. Open Source Softw., 2016

The Effect of Multiple Grammatical Errors on Processing Non-Native Writing.

Courtney Napoles, Aoife Cahill, Nitin Madnani

Proceedings of the 11th Workshop on Innovative Use of NLP for Building Educational Applications, 2016

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, 2016

Automatically Scoring Tests of Proficiency in Music Instruction.

Nitin Madnani, Aoife Cahill, Brian Riordan

Proceedings of the 11th Workshop on Innovative Use of NLP for Building Educational Applications, 2016

Language Muse: Automated Linguistic Activity Generation for English Language Learners.

Nitin Madnani, Jill Burstein, John Sabatini, Kietha Biggers, Slava Andreyev

Proceedings of ACL-2016 System Demonstrations, Berlin, Germany, August 7-12, 2016, 2016

2015

Effective Feature Integration for Automated Short Answer Scoring.

Keisuke Sakaguchi, Michael Heilman, Nitin Madnani

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Preliminary Experiments on Crowdsourced Evaluation of Feedback Granularity.

Nitin Madnani, Martin Chodorow, Aoife Cahill, Melissa Lopez, Yoko Futagi, Yigal Attali

Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications, 2015

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, 2015

2014

Bucking the trend: improved evaluation and annotation practices for ESL error detection systems.

Joel R. Tetreault, Martin Chodorow, Nitin Madnani

Lang. Resour. Evaluation, 2014

Is getting the right answer just about choosing the right words? The role of syntactically-informed features in short answer scoring.

Derrick Higgins, Chris Brew, Michael Heilman, Ramon Ziai, Lei Chen, Aoife Cahill, Michael Flor, Nitin Madnani, Joel R. Tetreault, Daniel Blanchard, Diane Napolitano, Chong Min Lee, John Blackmore

CoRR, 2014

An Explicit Feedback System for Preposition Errors based on Wikipedia Revisions.

Nitin Madnani, Aoife Cahill

Proceedings of the Ninth Workshop on Innovative Use of NLP for Building Educational Applications, 2014

Content Importance Models for Scoring Writing From Sources.

Beata Beigman Klebanov, Nitin Madnani, Jill Burstein, Swapna Somasundaran

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Predicting Grammaticality on an Ordinal Scale.

Michael Heilman, Aoife Cahill, Nitin Madnani, Melissa Lopez, Matthew Mulholland, Joel R. Tetreault

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Sentiment profiles of multiword expressions in test-taker essays: The case of noun-noun compounds.

Beata Beigman Klebanov, Jill Burstein, Nitin Madnani

ACM Trans. Speech Lang. Process., 2013

Generating targeted paraphrases for improved translation.

Nitin Madnani, Bonnie J. Dorr

ACM Trans. Intell. Syst. Technol., 2013

Using Pivot-Based Paraphrasing and Sentiment Profiles to Improve a Subjectivity Lexicon for Essay Data.

Beata Beigman Klebanov, Nitin Madnani, Jill Burstein

Trans. Assoc. Comput. Linguistics, 2013

HENRY-CORE: Domain Adaptation and Stacking for Text Similarity.

Michael Heilman, Nitin Madnani

Proceedings of the Second Joint Conference on Lexical and Computational Semantics, 2013

ETS: Domain Adaptation and Stacking for Short Answer Scoring.

Michael Heilman, Nitin Madnani

Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Robust Systems for Preposition Error Correction Using Wikipedia Revisions.

Aoife Cahill, Nitin Madnani, Joel R. Tetreault, Diane Napolitano

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Automated Scoring of a Summary-Writing Task Designed to Measure Reading Comprehension.

Nitin Madnani, Jill Burstein, John Sabatini, Tenaha O'Reilly

Proceedings of the Eighth Workshop on Innovative Use of NLP for Building Educational Applications, 2013

Detecting Missing Hyphens in Learner Text.

Aoife Cahill, Martin Chodorow, Susanne Wolff, Nitin Madnani

Proceedings of the Eighth Workshop on Innovative Use of NLP for Building Educational Applications, 2013

ParaQuery: Making Sense of Paraphrase Collections.

Lili Kotlerman, Nitin Madnani, Aoife Cahill

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

ETS: Discriminative Edit Models for Paraphrase Scoring.

Michael Heilman, Nitin Madnani

Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

Re-examining Machine Translation Metrics for Paraphrase Identification.

Nitin Madnani, Joel R. Tetreault, Martin Chodorow

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Identifying High-Level Organizational Elements in Argumentative Discourse.

Nitin Madnani, Michael Heilman, Joel R. Tetreault, Martin Chodorow

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Building Subjectivity Lexicon(s) from Scratch for Essay Data.

Beata Beigman Klebanov, Jill Burstein, Nitin Madnani, Adam Faulkner, Joel R. Tetreault

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012

Exploring Grammatical Error Correction with Not-So-Crummy Machine Translation.

Nitin Madnani, Joel R. Tetreault, Martin Chodorow

Proceedings of the Seventh Workshop on Building Educational Applications Using NLP, 2012

2011

E-rating Machine Translation.

Kristen Parton, Joel R. Tetreault, Nitin Madnani, Martin Chodorow

Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

iBLEU: Interactively Debugging and Scoring Statistical Machine Translation Systems.

Nitin Madnani

Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011

The Web is not a PERSON, Berners-Lee is not an ORGANIZATION, and African-Americans are not LOCATIONS: An Analysis of the Performance of Named-Entity Recognition.

Robert Krovetz, Paul Deane, Nitin Madnani

Proceedings of the Workshop on Multiword Expressions: from Parsing and Generation to the Real World, 2011

They Can Help: Using Crowdsourcing to Improve the Evaluation of Grammatical Error Detection Systems.

Nitin Madnani, Martin Chodorow, Joel R. Tetreault, Alla Rozovskaya

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010

Generating Phrasal and Sentential Paraphrases: A Survey of Data-Driven Methods.

Nitin Madnani, Bonnie J. Dorr

Comput. Linguistics, 2010

Measuring Transitivity Using Untrained Annotators.

Nitin Madnani, Jordan L. Boyd-Graber, Philip Resnik

Proceedings of the 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk, 2010

Putting the User in the Loop: Interactive Maximal Marginal Relevance for Query-Focused Summarization.

Jimmy Lin, Nitin Madnani, Bonnie J. Dorr

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

2009

TER-Plus: paraphrase, semantic, and alignment enhancements to Translation Edit Rate.

Matthew G. Snover, Nitin Madnani, Bonnie J. Dorr, Richard M. Schwartz

Mach. Transl., 2009

Active Learning for Mention Detection: A Comparison of Sentence Selection Strategies

Nitin Madnani, Hongyan Jing, Nanda Kambhatla, Salim Roukos

CoRR, 2009

Fluency, Adequacy, or HTER? Exploring Different Human Judgments with a Tunable MT Metric.

Matthew G. Snover, Nitin Madnani, Bonnie J. Dorr, Richard M. Schwartz

Proceedings of the Fourth Workshop on Statistical Machine Translation, 2009

2008

Multiple Alternative Sentence Compressions and Word-Pair Antonymy for Automatic Text Summarization and Recognizing Textual Entailment.

Saif M. Mohammad, Bonnie J. Dorr, Melissa Egan, Nitin Madnani, David M. Zajic, Jimmy Lin

Proceedings of the First Text Analysis Conference, 2008

Are Multiple Reference Translations Necessary? Investigating the Value of Paraphrased Reference Translations in Parameter Optimization.

Nitin Madnani, Philip Resnik, Bonnie J. Dorr, Richard M. Schwartz

Proceedings of the 8th Conference of the Association for Machine Translation in the Americas: Research Papers, 2008

2007

Getting started on natural language processing with Python.

Nitin Madnani

ACM Crossroads, 2007

Using Paraphrases for Parameter Tuning in Statistical Machine Translation.

Nitin Madnani, Necip Fazil Ayan, Philip Resnik, Bonnie J. Dorr

Proceedings of the Second Workshop on Statistical Machine Translation, 2007

TREC 2007 ciQA Task: University of Maryland.

Nitin Madnani, Jimmy Lin, Bonnie J. Dorr

Proceedings of The Sixteenth Text REtrieval Conference, 2007

Measuring Variability in Sentence Ordering for News Summarization.

Nitin Madnani, Rebecca J. Passonneau, Necip Fazil Ayan, John M. Conroy, Bonnie J. Dorr, Judith Klavans, Dianne P. O'Leary, Judith D. Schlesinger

Proceedings of the Eleventh European Workshop on Natural Language Generation, 2007

2005

The Hiero Machine Translation System: Extensions, Evaluation, and Analysis.

David Chiang, Adam Lopez, Nitin Madnani, Christof Monz, Philip Resnik, Michael Subotin

Proceedings of the HLT/EMNLP 2005, 2005

2003

Rapid porting of DUSTer to Hindi.

Bonnie J. Dorr, Necip Fazil Ayan, Nizar Habash, Nitin Madnani, Rebecca Hwa

ACM Trans. Asian Lang. Inf. Process., 2003