Beata Beigman Klebanov

According to our database, Beata Beigman Klebanov authored at least 62 papers between 2002 and 2024.

Collaborative distances:

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

2024

Anna Karenina Strikes Again: Pre-Trained LLM Embeddings May Favor High-Performing Learners.

Abigail Gurin Schleifer, Beata Beigman Klebanov, Moriah Ariely, Giora Alexandron

Proceedings of the 19th Workshop on Innovative Use of NLP for Building Educational Applications, 2024

From Miscue to Evidence of Difficulty: Analysis of Automatically Detected Miscues in Oral Reading for Feedback Potential.

Beata Beigman Klebanov, Michael Suhan, Tenaha O'Reilly, Zuowei Wang

Proceedings of the 19th Workshop on Innovative Use of NLP for Building Educational Applications, 2024

Automated Evaluation of Teacher Encouragement of Student-to-Student Interactions in a Simulated Classroom Discussion.

Michael Ilagan, Beata Beigman Klebanov, Jamie N. Mikeska

Proceedings of the 19th Workshop on Innovative Use of NLP for Building Educational Applications, 2024

Exploring the Potential of Automated and Personalized Feedback to Support Science Teacher Learning.

Jamie N. Mikeska, Beata Beigman Klebanov, Alessia Marigo, Jessica Tierney, Tricia Maxwell, Tanya Nazaretsky

Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

To Read or Not to Read: Predicting Student Engagement in Interactive Reading.

Beata Beigman Klebanov, Jonathan Weeks, Sandip Sinharay

Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

2023

Empowering Teacher Learning with AI: Automated Evaluation of Teacher Attention to Student Ideas during Argumentation-focused Discussion.

Tanya Nazaretsky, Jamie N. Mikeska, Beata Beigman Klebanov

Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023

Transformer-based Hebrew NLP models for Short Answer Scoring in Biology.

Abigail Gurin Schleifer, Beata Beigman Klebanov, Moriah Ariely, Giora Alexandron

Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications, 2023

A dynamic model of lexical experience for tracking of oral reading fluency.

Beata Beigman Klebanov, Michael Suhan, Zuowei Wang, Tenaha O'Reilly

Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications, 2023

Analyzing Users' Interaction with Writing Feedback and Their Effects on Writing Performance.

Yang Jiang, Beata Beigman Klebanov, Oren E. Livne, Jiangang Hao

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2023

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

A Good Start is Half the Battle Won: Unsupervised Pre-training for Low Resource Children's Speech Recognition for an Interactive Reading Companion.

Abhinav Misra, Anastassia Loukina, Beata Beigman Klebanov, Binod Gyawali, Klaus Zechner

Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

Exploiting Structured Error to Improve Automated Scoring of Oral Reading Fluency.

Beata Beigman Klebanov, Anastassia Loukina

Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 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

An Exploratory Study of Argumentative Writing by Young Students: A transformer-based Approach.

Debanjan Ghosh, Beata Beigman Klebanov, Yi Song

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

A Report on the 2020 VUA and TOEFL Metaphor Detection Shared Task.

Chee Wee Leong, Beata Beigman Klebanov, Chris Hamill, Egon Stemle, Rutuja Ubale, Xianyang Chen

Proceedings of the Second Workshop on Figurative Language Processing, 2020

Go Figure! Multi-task transformer-based architecture for metaphor detection using idioms: ETS team in 2020 metaphor shared task.

Xianyang Chen, Chee Wee Leong, Michael Flor, Beata Beigman Klebanov

Proceedings of the Second Workshop on Figurative Language Processing, 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

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

Metaphor: A Computational Perspective Tony Veale, Ekaterina Shutova, and Beata Beigman Klebanov (University College Dublin, University of Cambridge, Educational Testing Service)Morgan & Claypool (Synthesis Lectures on Human Language Technologies, edited by Graeme Hirst, volume 31), 2016, xi+148 pp; paperback, ISBN 9781627058506, $55.00; ebook, ISBN 9781627058513; doi: 10.2200/S00694ED1V01Y201601HLT031.

Tony Veale, Ekaterina Shutova, Beata Beigman Klebanov, Graeme Hirst, Carlo Strapparava

Comput. Linguistics, 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

Towards Understanding Text Factors in Oral Reading.

Anastassia Loukina, Van Rynald T. Liceralde, Beata Beigman Klebanov

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

A Corpus of Non-Native Written English Annotated for Metaphor.

Beata Beigman Klebanov, Chee Wee Leong, Michael Flor

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

Using exemplar responses for training and evaluating automated speech scoring systems.

Anastassia Loukina, Klaus Zechner, James V. Bruno, Beata Beigman Klebanov

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

A Report on the 2018 VUA Metaphor Detection Shared Task.

Chee Wee Leong, Beata Beigman Klebanov, Ekaterina Shutova

Proceedings of the Workshop on Figurative Language Processing, 2018

Catching Idiomatic Expressions in EFL Essays.

Michael Flor, Beata Beigman Klebanov

Proceedings of the Workshop on Figurative Language Processing, 2018

2017

Reflective Writing About the Utility Value of Science as a Tool for Increasing STEM Motivation and Retention - Can AI Help Scale Up?

Beata Beigman Klebanov, Jill Burstein, Judith Harackiewicz, Stacy Priniski, Matthew Mulholland

Int. J. Artif. Intell. Educ., 2017

Developing speech processing technologies for shared book reading with a computer.

Anastassia Loukina, Beata Beigman Klebanov, Patrick L. Lange, Binod Gyawali, Yao Qian

Proceedings of the 6th International Workshop on Child Computer Interaction, 2017

Continuous fluency tracking and the challenges of varying text complexity.

Beata Beigman Klebanov, Anastassia Loukina, John Sabatini, Tenaha O'Reilly

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

Exploring Relationships Between Writing & Broader Outcomes With Automated Writing Evaluation.

Jill Burstein, Dan McCaffrey, Beata Beigman Klebanov, Guangming Ling

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

Detecting Good Arguments in a Non-Topic-Specific Way: An Oxymoron?

Beata Beigman Klebanov, Binod Gyawali, Yi Song

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Metaphor: A Computational Perspective

Tony Veale, Ekaterina Shutova, Beata Beigman Klebanov

Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02160-2, 2016

A Left Turn: Automated Feedback and Activity Generation for Student Writers.

Jill Burstein, Beata Beigman Klebanov, Norbert Elliot, Hillary Molloy

Proceedings of the Language Teaching, Learning and Technology 2016, 2016

Topicality-Based Indices for Essay Scoring.

Beata Beigman Klebanov, Michael Flor, Binod Gyawali

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

Enhancing STEM Motivation through Personal and Communal Values: NLP for Assessment of Utility Value in Student Writing.

Beata Beigman Klebanov, Jill Burstein, Judith Harackiewicz, Stacy Priniski, Matthew Mulholland

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

Argumentation: Content, Structure, and Relationship with Essay Quality.

Beata Beigman Klebanov, Christian Stab, Jill Burstein, Yi Song, Binod Gyawali, Iryna Gurevych

Proceedings of the Third Workshop on Argument Mining, 2016

Semantic classifications for detection of verb metaphors.

Beata Beigman Klebanov, Chee Wee Leong, E. Dario Gutiérrez, Ekaterina Shutova, Michael Flor

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2014

ETS Lexical Associations System for the COGALEX-4 Shared Task.

Michael Flor, Beata Beigman Klebanov

Proceedings of the 4th Workshop on Cognitive Aspects of the Lexicon, 2014

Applying Argumentation Schemes for Essay Scoring.

Yi Song, Michael Heilman, Beata Beigman Klebanov, Paul Deane

Proceedings of the First Workshop on Argument Mining, 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

Difficult Cases: From Data to Learning, and Back.

Beata Beigman Klebanov, Eyal Beigman

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

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

Associative Texture Is Lost In Translation.

Beata Beigman Klebanov, Michael Flor

Proceedings of the Workshop on Discourse in Machine Translation, 2013

Word Association Profiles and their Use for Automated Scoring of Essays.

Beata Beigman Klebanov, Michael Flor

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

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

Measuring the Use of Factual Information in Test-Taker Essays.

Beata Beigman Klebanov, Derrick Higgins

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

2010

Some Empirical Evidence for Annotation Noise in a Benchmarked Dataset.

Beata Beigman Klebanov, Eyal Beigman

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

Vocabulary Choice as an Indicator of Perspective.

Beata Beigman Klebanov, Eyal Beigman, Daniel Diermeier

Proceedings of the ACL 2010, 2010

A Game-Theoretic Model of Metaphorical Bargaining.

Beata Beigman Klebanov, Eyal Beigman

Proceedings of the ACL 2010, 2010

2009

From Annotator Agreement to Noise Models.

Beata Beigman Klebanov, Eyal Beigman

Comput. Linguistics, 2009

Learning with Annotation Noise.

Eyal Beigman, Beata Beigman Klebanov

Proceedings of the ACL 2009, 2009

2007

Lexical cohesion in English texts : experimental and computational investigation (חקר התואם הלקסיקלי בטקסטים באנגלית בכלים ניסויים וחישוביים.).

Beata Beigman Klebanov

PhD thesis, 2007

2006

Reader-based exploration of lexical cohesion.

Beata Beigman Klebanov, Eli Shamir

Lang. Resour. Evaluation, 2006

On Lexical Cohesive Behavior of Heads of Definite Descriptions: A Case Study.

Beata Beigman Klebanov, Eli Shamir

Proceedings of the Natural Language Understanding and Cognitive Science, 2006

Measuring Semantic Relatedness Using People and WordNet.

Beata Beigman Klebanov

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

2005

Lexical Cohesion: Some Implications of an Empirical Study.

Beata Beigman Klebanov, Eli Shamir

Proceedings of the Natural Language Understanding and Cognitive Science, 2005

Using Readers to Identify Lexical Cohesive Structures in Texts.

Beata Beigman Klebanov

Proceedings of the ACL 2005, 2005

2004

Text Simplification for Information-Seeking Applications.

Beata Beigman Klebanov, Kevin Knight, Daniel Marcu

Proceedings of the On the Move to Meaningful Internet Systems 2004: CoopIS, 2004

2002

Using LSA for Pronominal Anaphora Resolution.

Beata Klebanov, Peter M. Wiemer-Hastings

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2002