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Renu Balyan
ORCID
Publication Activity (10 Years)
Years Active: 2011-2023
Publications (10 Years): 22
Top Topics
Discussion Board
Natural Language Processing
Linguistic Features
Recurrent Neural Networks
Top Venues
EDM
ITS
AIED (1)
Inf.
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Publications
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Bogdan Nicula
,
Marilena Panaite
,
Tracy Arner
,
Renu Balyan
,
Mihai Dascalu
,
Danielle S. McNamara
Automated Assessment of Comprehension Strategies from Self-explanations Using Transformers and Multi-task Learning.
AIED (Posters/Late Breaking Results/...)
(2023)
Bogdan Nicula
,
Mihai Dascalu
,
Tracy Arner
,
Renu Balyan
,
Danielle S. McNamara
Automated Assessment of Comprehension Strategies from Self-Explanations Using LLMs.
Inf.
14 (10) (2023)
Rod D. Roscoe
,
Renu Balyan
,
Danielle S. McNamara
,
Michelle P. Banawan
,
Dean Schillinger
Automated strategy feedback can improve the readability of physicians' electronic communications to simulated patients.
Int. J. Hum. Comput. Stud.
176 (2023)
Michelle P. Banawan
,
Jinnie Shin
,
Tracy Arner
,
Renu Balyan
,
Walter L. Leite
,
Danielle S. McNamara
Shared Language: Linguistic Similarity in an Algebra Discussion Forum.
Comput.
12 (3) (2023)
Jinnie Shin
,
Renu Balyan
,
Michelle P. Banawan
,
Tracy Arner
,
Walter L. Leite
,
Danielle S. McNamara
Pedagogical discourse markers in online algebra learning: Unraveling instructor's communication using natural language processing.
Comput. Educ.
205 (2023)
Kinning Poon
,
Solomon T. C. Chak
,
Mohamed Khalefa
,
Christos Noutsos
,
Shebuti Rayana
,
Renu Balyan
Undergraduate Student Motivation in Research, Science, and Post-Bachelor Education.
PEARC
(2023)
Panayiota Kendeou
,
Ellen Orcutt
,
Tracy Arner
,
Tong Li
,
Renu Balyan
,
Reese Butterfuss
,
Micah Watanabe
,
Danielle S. McNamara
iSTART-Early: Interactive Strategy Training for Early Readers.
ITS
(2022)
Michelle Banawan
,
Jinnie Shin
,
Renu Balyan
,
Walter L. Leite
,
Danielle S. McNamara
Math Discourse Linguistic Components (Cohesive Cues within a Math Discussion Board Discourse).
L@S
(2022)
Renu Balyan
,
Tracy Arner
,
Karen Taylor
,
Jinnie Shin
,
Michelle P. Banawan
,
Walter L. Leite
,
Danielle S. McNamara
Modeling One-on-one Online Tutoring Discourse using an Accountable Talk Framework.
EDM
(2022)
Renu Balyan
,
Tracy Arner
,
Tong Li
,
Ellen Orcutt
,
Reese Butterfuss
,
Panayiota Kendeou
,
Danielle S. McNamara
Integrating Speech Technology into the iSTART-Early Intelligent Tutoring System.
ITS
(2022)
William Brown III
,
Renu Balyan
,
Andrew J. Karter
,
Scott A. Crossley
,
Wagahta Semere
,
Nicholas D. Duran
,
Courtney R. Lyles
,
Jennifer Y. Liu
,
Howard H. Moffet
,
Ryane Daniels
,
Danielle S. McNamara
,
Dean Schillinger
Challenges and solutions to employing natural language processing and machine learning to measure patients' health literacy and physician writing complexity: The ECLIPPSE study.
J. Biomed. Informatics
113 (2021)
Qian Wan
,
Scott A. Crossley
,
Michelle Banawan
,
Renu Balyan
,
Danielle S. McNamara
,
Laura K. Allen
Automated Claim Identification Using NLP Features in Student Argumentative Essays.
EDM
(2021)
Michelle Banawan
,
Renu Balyan
,
Jinnie Shin
,
Walter L. Leite
,
Danielle S. McNamara
Linguistic Features of Discourse within an Algebra Online Discussion Board.
EDM
(2021)
Renu Balyan
,
Kathryn S. McCarthy
,
Danielle S. McNamara
Applying Natural Language Processing and Hierarchical Machine Learning Approaches to Text Difficulty Classification.
Int. J. Artif. Intell. Educ.
30 (3) (2020)
Marilena Panaite
,
Stefan Ruseti
,
Mihai Dascalu
,
Renu Balyan
,
Danielle S. McNamara
,
Stefan Trausan-Matu
Automated Scoring of Self-explanations Using Recurrent Neural Networks.
EC-TEL
(2019)
Renu Balyan
,
Niladri Chatterjee
Factor-based evaluation for English to Hindi MT outputs.
Lang. Resour. Evaluation
52 (4) (2018)
Marilena Panaite
,
Mihai Dascalu
,
Amy M. Johnson
,
Renu Balyan
,
Jianmin Dai
,
Danielle S. McNamara
,
Stefan Trausan-Matu
Bring It on! Challenges Encountered While Building a Comprehensive Tutoring System Using ReaderBench.
AIED (1)
(2018)
Stefan Ruseti
,
Mihai Dascalu
,
Amy M. Johnson
,
Renu Balyan
,
Kristopher J. Kopp
,
Danielle S. McNamara
,
Scott A. Crossley
,
Stefan Trausan-Matu
Predicting Question Quality Using Recurrent Neural Networks.
AIED (1)
(2018)
Renu Balyan
,
Kathryn S. McCarthy
,
Danielle S. McNamara
Comparing Machine Learning Classification Approaches for Predicting Expository Text Difficulty.
FLAIRS Conference
(2018)
Stefan Ruseti
,
Mihai Dascalu
,
Amy M. Johnson
,
Danielle S. McNamara
,
Renu Balyan
,
Kathryn S. McCarthy
,
Stefan Trausan-Matu
Scoring Summaries Using Recurrent Neural Networks.
ITS
(2018)
Renu Balyan
,
Kathryn S. McCarthy
,
Danielle S. McNamara
Combining Machine Learning and Natural Language Processing Approach to Assess Literary Text Comprehension.
EDM
(2017)
Renu Balyan
,
Niladri Chatterjee
Translating noun compounds using semantic relations.
Comput. Speech Lang.
32 (1) (2015)
Renu Balyan
,
Sudip Kumar Naskar
,
Antonio Toral
,
Niladri Chatterjee
A Diagnostic Evaluation Approach for English to Hindi MT Using Linguistic Checkpoints and Error Rates.
CICLing (2)
(2013)
Niladri Chatterjee
,
Renu Balyan
Context Resolution of Verb Particle Constructions for English to Hindi Translation.
PACLIC
(2011)