Matthew Mulholland

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 20

Top Topics

English Language

Automatic Classification

Spontaneous Speech

Top Venues

Publications

Xinhao Wang, Keelan Evanini, Yao Qian, Matthew Mulholland
Automated Scoring of Spontaneous Speech from Young Learners of English Using Transformers. SLT (2021)
Vikram Ramanarayanan, Matthew Mulholland, Debanjan Ghosh
Exploring Recurrent, Memory and Attention Based Architectures for Scoring Interactional Aspects of Human-Machine Text Dialog. CoRR (2020)
Anastassia Loukina, Keelan Evanini, Matthew Mulholland, Ian Blood, Klaus Zechner
Do Face Masks Introduce Bias in Speech Technologies? The Case of Automated Scoring of Speaking Proficiency. INTERSPEECH (2020)
Anastassia Loukina, Keelan Evanini, Matthew Mulholland, Ian Blood, Klaus Zechner
Do face masks introduce bias in speech technologies? The case of automated scoring of speaking proficiency. CoRR (2020)
Su-Youn Yoon, Ching-Ni Hsieh, Klaus Zechner, Matthew Mulholland, Yuan Wang, Nitin Madnani
Toward Automated Content Feedback Generation for Non-native Spontaneous Speech. BEA@ACL (2019)
Xinhao Wang, Keelan Evanini, Matthew Mulholland, Yao Qian, James V. Bruno
Application of an Automatic Plagiarism Detection System in a Large-scale Assessment of English Speaking Proficiency. BEA@ACL (2019)
Vikram Ramanarayanan, Matthew Mulholland, Yao Qian
Scoring Interactional Aspects of Human-Machine Dialog for Language Learning and Assessment using Text Features. SIGdial (2019)
Yao Qian, Patrick L. Lange, Keelan Evanini, Robert A. Pugh, Rutuja Ubale, Matthew Mulholland, Xinhao Wang
Neural Approaches to Automated Speech Scoring of Monologue and Dialogue Responses. ICASSP (2019)
Keelan Evanini, Matthew Mulholland, Rutuja Ubale, Yao Qian, Robert A. Pugh, Vikram Ramanarayanan, Aoife Cahill
Improvements to an Automated Content Scoring System for Spoken CALL Responses: the ETS Submission to the Second Spoken CALL Shared Task. INTERSPEECH (2018)
Yao Qian, Rutuja Ubale, Matthew Mulholland, Keelan Evanini, Xinhao Wang
A Prompt-Aware Neural Network Approach to Content-Based Scoring of Non-Native Spontaneous Speech. SLT (2018)
Su-Youn Yoon, Anastassia Loukina, Chong Min Lee, Matthew Mulholland, Xinhao Wang, Ikkyu Choi
Word-Embedding based Content Features for Automated Oral Proficiency Scoring. SemDeep@COLING (2018)
Beata Beigman Klebanov, Jill Burstein, Judith Harackiewicz, Stacy Priniski, Matthew Mulholland
Reflective Writing About the Utility Value of Science as a Tool for Increasing STEM Motivation and Retention - Can AI Help Scale Up? Int. J. Artif. Intell. Educ. 27 (4) (2017)
Xinhao Wang, Keelan Evanini, Klaus Zechner, Matthew Mulholland
Modeling Discourse Coherence for the Automated Scoring of Spontaneous Spoken Responses. SLaTE (2017)
Keelan Evanini, Matthew Mulholland, Eugene Tsuprun, Yao Qian
Using an Automated Content Scoring Engine for Spoken CALL Responses: The ETS submission for the Spoken CALL Challenge. SLaTE (2017)
Chong Min Lee, Su-Youn Yoon, Xihao Wang, Matthew Mulholland, Ikkyu Choi, Keelan Evanini
Off-Topic Spoken Response Detection Using Siamese Convolutional Neural Networks. INTERSPEECH (2017)
Yao Qian, Keelan Evanini, Xinhao Wang, Chong Min Lee, Matthew Mulholland
Bidirectional LSTM-RNN for Improving Automated Assessment of Non-Native Children's Speech. INTERSPEECH (2017)
Su-Youn Yoon, Chong Min Lee, Ikkyu Choi, Xinhao Wang, Matthew Mulholland, Keelan Evanini
Off-Topic Spoken Response Detection with Word Embeddings. INTERSPEECH (2017)
Beata Beigman Klebanov, Jill Burstein, Judith Harackiewicz, Stacy Priniski, Matthew Mulholland
Enhancing STEM Motivation through Personal and Communal Values: NLP for Assessment of Utility Value in Student Writing. BEA@NAACL-HLT (2016)
Xinhao Wang, Keelan Evanini, James V. Bruno, Matthew Mulholland
Automatic plagiarism detection for spoken responses in an assessment of English language proficiency. SLT (2016)
Matthew Mulholland, Melissa Lopez, Keelan Evanini, Anastassia Loukina, Yao Qian
A comparison of ASR and human errors for transcription of non-native spontaneous speech. ICASSP (2016)
Chee Wee Leong, Lei Chen, Gary Feng, Chong Min Lee, Matthew Mulholland
Utilizing Depth Sensors for Analyzing Multimodal Presentations: Hardware, Software and Toolkits. ICMI (2015)
Michael Heilman, Aoife Cahill, Nitin Madnani, Melissa Lopez, Matthew Mulholland, Joel R. Tetreault
Predicting Grammaticality on an Ordinal Scale. ACL (2) (2014)
Matthew Mulholland, Joanne Quinn
Suicidal Tendencies: The Automatic Classification of Suicidal and Non-Suicidal Lyricists Using NLP. IJCNLP (2013)