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ORCIDMatthew Mulholland
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2020 – today
- 2021
[c20]Xinhao Wang, Keelan Evanini, Yao Qian, Matthew Mulholland:
Automated Scoring of Spontaneous Speech from Young Learners of English Using Transformers. SLT 2021: 705-712- 2020
- [c19]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: 1942-1946 - [i2]Vikram Ramanarayanan, Matthew Mulholland, Debanjan Ghosh:
Exploring Recurrent, Memory and Attention Based Architectures for Scoring Interactional Aspects of Human-Machine Text Dialog. CoRR abs/2005.09834 (2020) - [i1]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 abs/2008.07520 (2020)
2010 – 2019
- 2019
- [c18]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: 306-315 - [c17]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: 435-443 - [c16]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: 8112-8116 - [c15]Vikram Ramanarayanan, Matthew Mulholland, Yao Qian:
Scoring Interactional Aspects of Human-Machine Dialog for Language Learning and Assessment using Text Features. SIGdial 2019: 103-109 - 2018
- [c14]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: 2379-2383 - [c13]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: 12-22 - [c12]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: 979-986 - 2017
- [j1]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): 791-818 (2017) - [c11]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: 1417-1421 - [c10]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: 1427-1431 - [c9]Su-Youn Yoon, Chong Min Lee, Ikkyu Choi, Xinhao Wang, Matthew Mulholland, Keelan Evanini:
Off-Topic Spoken Response Detection with Word Embeddings. INTERSPEECH 2017: 2754-2758 - [c8]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: 97-102 - [c7]Xinhao Wang, Keelan Evanini, Klaus Zechner, Matthew Mulholland:
Modeling Discourse Coherence for the Automated Scoring of Spontaneous Spoken Responses. SLaTE 2017: 132-137 - 2016
- [c6]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: 199-205 - [c5]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: 5855-5859 - [c4]Xinhao Wang, Keelan Evanini, James V. Bruno, Matthew Mulholland:
Automatic plagiarism detection for spoken responses in an assessment of English language proficiency. SLT 2016: 121-128 - 2015
- [c3]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: 547-556 - 2014
- [c2]Michael Heilman, Aoife Cahill, Nitin Madnani, Melissa Lopez, Matthew Mulholland, Joel R. Tetreault:
Predicting Grammaticality on an Ordinal Scale. ACL (2) 2014: 174-180 - 2013
- [c1]Matthew Mulholland, Joanne Quinn:
Suicidal Tendencies: The Automatic Classification of Suicidal and Non-Suicidal Lyricists Using NLP. IJCNLP 2013: 680-684
Coauthor Index
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