| Applying Natural Language Processing and Hierarchical Machine Learning Approaches to Text Difficulty Classification R Balyan, KS McCarthy, DS McNamara International Journal of Artificial Intelligence in Education, 2020 | 61 | 2020 |
| Using natural language processing and machine learning to classify health literacy from secure messages: The ECLIPPSE study R Balyan, SA Crossley, W Brown, AJ Karter, DS McNamara, JY Liu, ... PLoS One, 2019 | 41 | 2019 |
| Predicting question quality using recurrent neural networks S Ruseti, M Dascalu, AM Johnson, R Balyan, KJ Kopp, DS McNamara, ... Artificial Intelligence in Education: 19th International Conference, AIED …, 2018 | 30 | 2018 |
| Translating noun compounds using semantic relations R Balyan, N Chatterjee Computer Speech & Language 32 (1), 91-108, 2015 | 29 | 2015 |
| Precision communication: Physicians’ linguistic adaptation to patients’ health literacy D Schillinger, ND Duran, DS McNamara, SA Crossley, R Balyan, ... Science advances 7 (51), eabj2836, 2021 | 28 | 2021 |
| Comparing Machine Learning Classification Approaches for Predicting Expository Text Difficulty R Balyan, KS McCarthy, DS McNamara The Florida Artificial Intelligence Research Society (FLAIRS-31), 2018 | 28 | 2018 |
| Combining Machine Learning and Natural Language Processing to Assess Literary Text Comprehension R Balyan, KS McCarthy, DS McNamara International Conference on Educational Data Mining (EDM), 2017 | 27 | 2017 |
| Literacy: From the perspective of text and discourse theory DS McNamara, R Roscoe, L Allen, R Balyan, KS McCarthy Journal of Language and Education 5 (3), 56-69, 2019 | 22 | 2019 |
| Predicting the readability of physicians’ secure messages to improve health communication using novel linguistic features: Findings from the ECLIPPSE study SA Crossley, R Balyan, J Liu, AJ Karter, D McNamara, D Schillinger Journal of communication in healthcare 13 (4), 344-356, 2020 | 20 | 2020 |
| Scoring summaries using recurrent neural networks S Ruseti, M Dascalu, AM Johnson, DS McNamara, R Balyan, ... Intelligent Tutoring Systems: 14th International Conference, ITS 2018 …, 2018 | 20 | 2018 |
| Developing and testing automatic models of patient communicative health literacy using linguistic features: findings from the ECLIPPSE study SA Crossley, R Balyan, J Liu, AJ Karter, D McNamara, D Schillinger Health communication 36 (8), 1018-1028, 2021 | 16 | 2021 |
| Employing computational linguistics techniques to identify limited patient health literacy: findings from the ECLIPPSE study D Schillinger, R Balyan, SA Crossley, DS McNamara, JY Liu, AJ Karter Health services research 56 (1), 132-144, 2021 | 16 | 2021 |
| Bring It on! Challenges Encountered While Building a Comprehensive Tutoring System Using ReaderBench M Panaite, M Dascalu, A Johnson, R Balyan, J Dai, DS McNamara, ... Artificial Intelligence in Education: 19th International Conference, AIED …, 2018 | 16 | 2018 |
| NLP: Getting computers to understand discourse DS McNamara, LK Allen, KS McCarthy, R Balyan Deep comprehension, 224-236, 2018 | 14 | 2018 |
| Challenges and solutions to employing natural language processing and machine learning to measure patients’ health literacy and physician writing complexity: The ECLIPPSE study W Brown III, R Balyan, AJ Karter, S Crossley, W Semere, ND Duran, ... Journal of biomedical informatics 113, 103658, 2021 | 13 | 2021 |
| Context resolution of verb particle constructions for English to Hindi translation N Chatterjee, R Balyan Proceedings of the 25th Pacific Asia Conference on Language, Information and …, 2011 | 10 | 2011 |
| Automated assessment of comprehension strategies from self-explanations using LLMs B Nicula, M Dascalu, T Arner, R Balyan, DS McNamara Information 14 (10), 567, 2023 | 9 | 2023 |
| Math discourse linguistic components (cohesive cues within a math discussion board discourse) M Banawan, J Shin, R Balyan, WL Leite, DS McNamara Proceedings of the Ninth ACM Conference on Learning@ Scale, 389-394, 2022 | 9 | 2022 |
| Pedagogical discourse markers in online algebra learning: Unraveling instructor's communication using natural language processing J Shin, R Balyan, MP Banawan, T Arner, WL Leite, DS McNamara Computers & Education 205, 104897, 2023 | 6 | 2023 |
| A Diagnostic Evaluation Approach Targeting MT Systems for Indian Languages R Balyan, SK Naskar, A Toral, N Chatterjee Proceedings of the Workshop on Machine Translation and Parsing in Indian …, 2012 | 6 | 2012 |
Danielle McNamaraArizona State UniversityEmail verificata su asu.edu