Suicidal Tendencies: The Automatic Classification of Suicidal and Non-Suicidal Lyricists Using NLP. - Matthew Mulholland; Joanne Quinn (IJCNLP, 2013)

Predicting Grammaticality on an Ordinal Scale. - Michael Heilman; Aoife Cahill; Nitin Madnani; Melissa Lopez; Matthew Mulholland; Joel R. Tetreault (ACL (2), 2014)

Utilizing Depth Sensors for Analyzing Multimodal Presentations: Hardware, Software and Toolkits. - Chee Wee Leong; Lei Chen 004; Gary Feng; Chong Min Lee; Matthew Mulholland (ICMI, 2015)

Enhancing STEM Motivation through Personal and Communal Values: NLP for Assessment of Utility Value in Student Writing. - Beata Beigman Klebanov; Jill Burstein; Judith Harackiewicz; Stacy Priniski; Matthew Mulholland (BEA@NAACL-HLT, 2016)

A comparison of ASR and human errors for transcription of non-native spontaneous speech. - Matthew Mulholland; Melissa Lopez; Keelan Evanini; Anastassia Loukina; Yao Qian (ICASSP, 2016)

Automatic plagiarism detection for spoken responses in an assessment of English language proficiency. - Xinhao Wang; Keelan Evanini; James V. Bruno; Matthew Mulholland (SLT, 2016)

Off-Topic Spoken Response Detection Using Siamese Convolutional Neural Networks. - Chong Min Lee; Su-Youn Yoon; Xihao Wang; Matthew Mulholland; Ikkyu Choi; Keelan Evanini (INTERSPEECH, 2017)

Bidirectional LSTM-RNN for Improving Automated Assessment of Non-Native Children's Speech. - Yao Qian; Keelan Evanini; Xinhao Wang; Chong Min Lee; Matthew Mulholland (INTERSPEECH, 2017)

Off-Topic Spoken Response Detection with Word Embeddings. - Su-Youn Yoon; Chong Min Lee; Ikkyu Choi; Xinhao Wang; Matthew Mulholland; Keelan Evanini (INTERSPEECH, 2017)

Using an Automated Content Scoring Engine for Spoken CALL Responses: The ETS submission for the Spoken CALL Challenge. - Keelan Evanini; Matthew Mulholland; Eugene Tsuprun; Yao Qian (SLaTE, 2017)

Modeling Discourse Coherence for the Automated Scoring of Spontaneous Spoken Responses. - Xinhao Wang; Keelan Evanini; Klaus Zechner; Matthew Mulholland (SLaTE, 2017)

Reflective Writing About the Utility Value of Science as a Tool for Increasing STEM Motivation and Retention - Can AI Help Scale Up? - Beata Beigman Klebanov; Jill Burstein; Judith Harackiewicz; Stacy Priniski; Matthew Mulholland (Int. J. Artif. Intell. Educ., 2017)

Improvements to an Automated Content Scoring System for Spoken CALL Responses: the ETS Submission to the Second Spoken CALL Shared Task. - Keelan Evanini; Matthew Mulholland; Rutuja Ubale; Yao Qian; Robert A. Pugh; Vikram Ramanarayanan; Aoife Cahill (INTERSPEECH, 2018)

Word-Embedding based Content Features for Automated Oral Proficiency Scoring. - Su-Youn Yoon; Anastassia Loukina; Chong Min Lee; Matthew Mulholland; Xinhao Wang; Ikkyu Choi (SemDeep@COLING, 2018)

A Prompt-Aware Neural Network Approach to Content-Based Scoring of Non-Native Spontaneous Speech. - Yao Qian; Rutuja Ubale; Matthew Mulholland; Keelan Evanini; Xinhao Wang (SLT, 2018)

Application of an Automatic Plagiarism Detection System in a Large-scale Assessment of English Speaking Proficiency. - Xinhao Wang; Keelan Evanini; Matthew Mulholland; Yao Qian; James V. Bruno (BEA@ACL, 2019)

Toward Automated Content Feedback Generation for Non-native Spontaneous Speech. - Su-Youn Yoon; Ching-Ni Hsieh; Klaus Zechner; Matthew Mulholland; Yuan Wang; Nitin Madnani (BEA@ACL, 2019)

Neural Approaches to Automated Speech Scoring of Monologue and Dialogue Responses. - Yao Qian; Patrick L. Lange; Keelan Evanini; Robert A. Pugh; Rutuja Ubale; Matthew Mulholland; Xinhao Wang (ICASSP, 2019)

Scoring Interactional Aspects of Human-Machine Dialog for Language Learning and Assessment using Text Features. - Vikram Ramanarayanan; Matthew Mulholland; Yao Qian (SIGdial, 2019)

Do Face Masks Introduce Bias in Speech Technologies? The Case of Automated Scoring of Speaking Proficiency. - Anastassia Loukina; Keelan Evanini; Matthew Mulholland; Ian Blood; Klaus Zechner (INTERSPEECH, 2020)

Exploring Recurrent, Memory and Attention Based Architectures for Scoring Interactional Aspects of Human-Machine Text Dialog. - Vikram Ramanarayanan; Matthew Mulholland; Debanjan Ghosh (CoRR, 2020)

Automated Scoring of Spontaneous Speech from Young Learners of English Using Transformers. - Xinhao Wang; Keelan Evanini; Yao Qian; Matthew Mulholland (SLT, 2021)