Matthew Mulholland

According to our database, Matthew Mulholland authored at least 22 papers between 2013 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Automated Scoring of Spontaneous Speech from Young Learners of English Using Transformers.

Xinhao Wang, Keelan Evanini, Yao Qian, Matthew Mulholland

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

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

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

Proceedings of the Interspeech 2020, 2020

2019

Scoring Interactional Aspects of Human-Machine Dialog for Language Learning and Assessment using Text Features.

Vikram Ramanarayanan, Matthew Mulholland, Yao Qian

Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 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

Proceedings of the IEEE International Conference on Acoustics, 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

Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2019

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

Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2019

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

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 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

Proceedings of the Third Workshop on Semantic Deep Learning, SemDeep@COLING 2018, 2018

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

Proceedings of the Interspeech 2018, 2018

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

Modeling Discourse Coherence for the Automated Scoring of Spontaneous Spoken Responses.

Xinhao Wang, Keelan Evanini, Klaus Zechner, Matthew Mulholland

Proceedings of the 7th ISCA International Workshop on Speech and Language Technology in Education, 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

Proceedings of the 7th ISCA International Workshop on Speech and Language Technology in Education, 2017

Off-Topic Spoken Response Detection with Word Embeddings.

Su-Youn Yoon, Chong Min Lee, Ikkyu Choi, Xinhao Wang, Matthew Mulholland, Keelan Evanini

Proceedings of the Interspeech 2017, 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

Proceedings of the Interspeech 2017, 2017

Off-Topic Spoken Response Detection Using Siamese Convolutional Neural Networks.

Chong Min Lee, Su-Youn Yoon, Xihao Wang, Matthew Mulholland, Ikkyu Choi, Keelan Evanini

Proceedings of the Interspeech 2017, 2017

2016

Automatic plagiarism detection for spoken responses in an assessment of English language proficiency.

Xinhao Wang, Keelan Evanini, James V. Bruno, Matthew Mulholland

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 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

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

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

Proceedings of the 11th Workshop on Innovative Use of NLP for Building Educational Applications, 2016

2015

Utilizing Depth Sensors for Analyzing Multimodal Presentations: Hardware, Software and Toolkits.

Chee Wee Leong, Lei Chen, Gary Feng, Chong Min Lee, Matthew Mulholland

Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

2014

Predicting Grammaticality on an Ordinal Scale.

Michael Heilman, Aoife Cahill, Nitin Madnani, Melissa Lopez, Matthew Mulholland, Joel R. Tetreault

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Suicidal Tendencies: The Automatic Classification of Suicidal and Non-Suicidal Lyricists Using NLP.

Matthew Mulholland, Joanne Quinn

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013