| Predicting grammaticality on an ordinal scale M Heilman, A Cahill, N Madnani, M Lopez, M Mulholland, J Tetreault Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014 | 94 | 2014 |
| Automated text scoring and real‐time adjustable feedback: Supporting revision of scientific arguments involving uncertainty HS Lee, A Pallant, S Pryputniewicz, T Lord, M Mulholland, OL Liu Science Education 103 (3), 590-622, 2019 | 86 | 2019 |
| Validation of automated scoring for a formative assessment that employs scientific argumentation L Mao, OL Liu, K Roohr, V Belur, M Mulholland, HS Lee, A Pallant Educational Assessment 23 (2), 121-138, 2018 | 83 | 2018 |
| Reflective writing about the utility value of science as a tool for increasing STEM motivation and retention–can AI help scale up? B Beigman Klebanov, J Burstein, JM Harackiewicz, SJ Priniski, ... International Journal of Artificial Intelligence in Education 27, 791-818, 2017 | 48 | 2017 |
| Bidirectional LSTM-RNN for Improving Automated Assessment of Non-Native Children's Speech. Y Qian, K Evanini, X Wang, CM Lee, M Mulholland INTERSPEECH, 1417-1421, 2017 | 34 | 2017 |
| Suicidal tendencies: The automatic classification of suicidal and non-suicidal lyricists using nlp M Mulholland, J Quinn Proceedings of the sixth international joint conference on natural language …, 2013 | 33 | 2013 |
| Neural approaches to automated speech scoring of monologue and dialogue responses Y Qian, P Lange, K Evanini, R Pugh, R Ubale, M Mulholland, X Wang ICASSP 2019-2019 IEEE international conference on acoustics, speech and …, 2019 | 30 | 2019 |
| Patterns of misspellings in L2 and L1 English: A view from the ETS Spelling Corpus M Flor, Y Futagi, M Lopez, M Mulholland Bergen language and linguistics studies 6, 2015 | 30 | 2015 |
| Utilizing depth sensors for analyzing multimodal presentations: Hardware, software and toolkits CW Leong, L Chen, G Feng, CM Lee, M Mulholland Proceedings of the 2015 ACM on International Conference on Multimodal …, 2015 | 24 | 2015 |
| Off-Topic Spoken Response Detection Using Siamese Convolutional Neural Networks. CM Lee, SY Yoon, X Wang, M Mulholland, I Choi, K Evanini INTERSPEECH, 1427-1431, 2017 | 22 | 2017 |
| A prompt-aware neural network approach to content-based scoring of non-native spontaneous speech Y Qian, R Ubale, M Mulholland, K Evanini, X Wang 2018 IEEE spoken language technology workshop (SLT), 979-986, 2018 | 21 | 2018 |
| Modeling Discourse Coherence for the Automated Scoring of Spontaneous Spoken Responses. X Wang, K Evanini, K Zechner, M Mulholland SLaTE, 132-137, 2017 | 21 | 2017 |
| Automatic plagiarism detection for spoken responses in an assessment of english language proficiency X Wang, K Evanini, J Bruno, M Mulholland 2016 IEEE Spoken Language Technology Workshop (SLT), 121-128, 2016 | 16 | 2016 |
| A comparison of ASR and human errors for transcription of non-native spontaneous speech M Mulholland, M Lopez, K Evanini, A Loukina, Y Qian 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 15 | 2016 |
| Automated scoring of spontaneous speech from young learners of english using transformers X Wang, K Evanini, Y Qian, M Mulholland 2021 IEEE spoken language technology workshop (SLT), 705-712, 2021 | 14 | 2021 |
| Word-embedding based content features for automated oral proficiency scoring SY Yoon, A Loukina, C Lee, M Mulholland, X Wang, I Choi Proceedings of the third workshop on semantic deep learning, 12-22, 2018 | 12 | 2018 |
| Off-Topic Spoken Response Detection with Word Embeddings. SY Yoon, CM Lee, I Choi, X Wang, M Mulholland, K Evanini INTERSPEECH, 2754-2758, 2017 | 12 | 2017 |
| Using an automated content scoring system for spoken CALL responses: The ETS submission for the Spoken CALL Challenge K Evanini, M Mulholland, E Tsuprun, Y Qian Proceedings of the Seventh SLaTE Workshop, Stockholm, Sweden, 2017 | 11 | 2017 |
| Scoring interactional aspects of human-machine dialog for language learning and assessment using text features V Ramanarayanan, M Mulholland, Y Qian Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue …, 2019 | 10 | 2019 |
| Use of automated scoring features to generate hypotheses regarding language-based DIF MD Shermis, L Mao, M Mulholland, V Kieftenbeld International Journal of Testing 17 (4), 351-371, 2017 | 10 | 2017 |
