Beata Beigman Klebanov

31 papers · 2005–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🏃 Academic Marathon (20) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (7) 🗺️ Taxonomy Completionist (32) 🏆 Keyword Champion (2) 🔥 Unstoppable (5) 📈 Trend Setter ⚡ Prolific Year (7) 💎 Century Club (31) 🗃️ Keyword Collector (90) ❓ The Questioner

Conferences

ACL (17) NAACL (11) COLING (1) IJCNLP (1) INTERSPEECH (1)

Top co-authors

Eyal Beigman (6) Michael Flor (6) Nitin Madnani (5) Chee Wee (Ben) Leong (4) Anastassia Loukina (4) Ekaterina Shutova (3) Zuowei Wang (3) Binod Gyawali (3) Michael Suhan (2) Giora Alexandron (2)

Research topics

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

From Miscue to Evidence of Difficulty: Analysis of Automatically Detected Miscues in Oral Reading for Feedback Potential NAACL 2024

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

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

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

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

Automated Evaluation of Writing – 50 Years and Counting ACL 2020

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

Using exemplar responses for training and evaluating automated speech scoring systems NAACL 2018

Towards Understanding Text Factors in Oral Reading 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

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

Difficult Cases: From Data to Learning, and Back ACL 2014

Content Importance Models for Scoring Writing From Sources ACL 2014

Word Association Profiles and their Use for Automated Scoring of Essays ACL 2013

A Game-Theoretic Model of Metaphorical Bargaining ACL 2010

Vocabulary Choice as an Indicator of Perspective ACL 2010

Some Empirical Evidence for Annotation Noise in a Benchmarked Dataset NAACL 2010

Learning with Annotation Noise ACL 2009

Learning with Annotation Noise IJCNLP 2009

Measuring Semantic Relatedness Using People and WordNet NAACL 2006

Using Readers to Identify Lexical Cohesive Structures in Texts ACL 2005