Beata Beigman Klebanov
30 papers · 2005–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Ultra π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(2)
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β
The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
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Research topics
Machine Learning
(11)
Natural Language Processing
(9)
Core Methods
(9)
Applications
(7)
Artificial Intelligence
(6)
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(6)
Core AI
(5)
Deep Learning
(4)
Education
(4)
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(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
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(2)
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(2)
Keywords
text classification
(5)
metaphor detection
(4)
educational technology
(3)
natural language processing
(3)
large language model
(3)
reading comprehension
(2)
argument mining
(2)
metaphor identification
(2)
oral reading
(2)
corpus annotation
(2)
oral reading fluency
(2)
educational assessment
(2)
transformer architecture
(2)
shared task
(2)
figurative language
(2)
text complexity
(1)
topic modeling
(1)
multi-task learning
(1)
semantic processing
(1)
automated evaluation
(1)
Papers
Exploring task formulation strategies to evaluate the coherence of classroom discussions with GPT-4o
ACL 2025
Anna Karenina Strikes Again: Pre-Trained LLM Embeddings May Favor High-Performing Learners
NAACL 2024
Automated Evaluation of Teacher Encouragement of Student-to-Student Interactions in a Simulated Classroom Discussion
NAACL 2024
From Miscue to Evidence of Difficulty: Analysis of Automatically Detected Miscues in Oral Reading for Feedback Potential
NAACL 2024
A dynamic model of lexical experience for tracking of oral reading fluency
ACL 2023
Transformer-based Hebrew NLP models for Short Answer Scoring in Biology
ACL 2023
An Exploratory Study of Argumentative Writing by Young Students: A transformer-based Approach
ACL 2020
A Report on the 2020 VUA and TOEFL Metaphor Detection Shared Task
ACL 2020
Automated Evaluation of Writing β 50 Years and Counting
ACL 2020
Go Figure! Multi-task transformer-based architecture for metaphor detection using idioms: ETS team in 2020 metaphor shared task
ACL 2020
Automated Estimation of Oral Reading Fluency During Summer Camp e-Book Reading with MyTurnToRead
Interspeech 2019
My Turn To Read: An Interleaved E-book Reading Tool for Developing and Struggling Readers
ACL 2019
A Corpus of Non-Native Written English Annotated for Metaphor
NAACL 2018
A Report on the 2018 VUA Metaphor Detection Shared Task
NAACL 2018
Catching Idiomatic Expressions in EFL Essays
NAACL 2018
Proceedings of the Workshop on Figurative Language Processing
NAACL 2018
Towards Understanding Text Factors in Oral Reading
NAACL 2018
Using exemplar responses for training and evaluating automated speech scoring systems
NAACL 2018
Writing Mentor: Self-Regulated Writing Feedback for Struggling Writers
COLING 2018
Detecting Good Arguments in a Non-Topic-Specific Way: An Oxymoron?
ACL 2017
Semantic classifications for detection of verb metaphors
ACL 2016
Content Importance Models for Scoring Writing From Sources
ACL 2014
Difficult Cases: From Data to Learning, and Back
ACL 2014
Word Association Profiles and their Use for Automated Scoring of Essays
ACL 2013
A Game-Theoretic Model of Metaphorical Bargaining
ACL 2010
Some Empirical Evidence for Annotation Noise in a Benchmarked Dataset
NAACL 2010
Vocabulary Choice as an Indicator of Perspective
ACL 2010
Learning with Annotation Noise
ACL 2009
Measuring Semantic Relatedness Using People and WordNet
NAACL 2006
Using Readers to Identify Lexical Cohesive Structures in Texts
ACL 2005