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ORCIDGabriel Murray
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2020 – today
- 2023
[j6]Anuj Harisinghani
, Harshinee Sriram, Cristina Conati, Giuseppe Carenini, Thalia Shoshana Field, Hyeju Jang, Gabriel Murray:
Classification of Alzheimer's using Deep-learning Methods on Webcam-based Gaze Data. Proc. ACM Hum. Comput. Interact. 7(ETRA): 1-17 (2023)- [c52]Raymond Li, Felipe González-Pizarro, Linzi Xing, Gabriel Murray, Giuseppe Carenini:
Diversity-Aware Coherence Loss for Improving Neural Topic Models. ACL (2) 2023: 1710-1722 - [c51]Raymond Li, Gabriel Murray, Giuseppe Carenini:
Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models. EMNLP (Findings) 2023: 9456-9469 - [i7]Raymond Li, Felipe González-Pizarro, Linzi Xing, Gabriel Murray, Giuseppe Carenini:
Diversity-Aware Coherence Loss for Improving Neural Topic Models. CoRR abs/2305.16199 (2023) - [i6]Raymond Li, Gabriel Murray, Giuseppe Carenini:
Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models. CoRR abs/2310.16240 (2023) - [i5]Raymond Li, Ruixin Yang, Wen Xiao, Ahmed AbuRa'ed, Gabriel Murray, Giuseppe Carenini:
Visual Analytics for Generative Transformer Models. CoRR abs/2311.12418 (2023) - 2022
- [c50]Duncan Clelland, Gabriel Murray:
Computational Models of Linguistic Alignment for Clustering Group Participants and Predicting Task Outcomes. Canadian AI 2022 - [c49]Raymond Li, Wen Xiao, Linzi Xing, Lanjun Wang, Gabriel Murray, Giuseppe Carenini:
Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation. EMNLP 2022: 10189-10204 - 2021
- [c48]David Johnson, Gabriel Murray:
Clustering and Multimodal Analysis of Participants in Task-Based Discussions. ICMI Companion 2021: 273-277 - [c47]Joseph A. Allen, Hayley Hung, Joann Keyton, Gabriel Murray, Catharine Oertel, Giovanna Varni:
Insights on Group and Team Dynamics. ICMI 2021: 855-856 - 2020
- [c46]Uliyana Kubasova, Gabriel Murray:
Group Performance Prediction with Limited Context. ICMI Companion 2020: 191-195 - [c45]Hayley Hung, Gabriel Murray, Giovanna Varni, Nale Lehmann-Willenbrock, Fabiola H. Gerpott, Catharine Oertel:
Workshop on Interdisciplinary Insights into Group and Team Dynamics. ICMI 2020: 876-877 - [c44]David Johnson, Giuseppe Carenini, Gabriel Murray:
NJM-Vis: interpreting neural joint models in NLP. IUI 2020: 286-296
2010 – 2019
- 2019
- [j5]Gabriel Murray:
Information Processing and Overload in Group Conversation: A Graph-Based Prediction Model. Multimodal Technol. Interact. 3(3): 46 (2019) - [j4]Gabriel Murray:
Graph-Based Prediction of Meeting Participation. Multimodal Technol. Interact. 3(3): 54 (2019) - [c43]Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray:
Discourse Analysis and Its Applications. ACL (4) 2019: 12-17 - [c42]Uliyana Kubasova, Gabriel Murray, McKenzie Braley:
Analyzing Verbal and Nonverbal Features for Predicting Group Performance. INTERSPEECH 2019: 1896-1900 - [i4]Uliyana Kubasova, Gabriel Murray, McKenzie Braley:
Analyzing Verbal and Nonverbal Features for Predicting Group Performance. CoRR abs/1907.01369 (2019) - 2018
- [c41]Gabriel Murray, Giuseppe Carenini, Shafiq R. Joty:
NLP for Conversations: Sentiment, Summarization, and Group Dynamics. COLING (Tutorials) 2018: 1-4 - [c40]Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray:
Discourse Processing and Its Applications in Text Mining. ICDM 2018: 7 - [c39]Catherine Lai, Gabriel Murray:
Predicting group satisfaction in meeting discussions. MCPMD@ICMI 2018: 1 - [c38]McKenzie Braley, Gabriel Murray:
The Group Affect and Performance (GAP) Corpus. GIFT@ICMI 2018: 2:1-2:9 - [c37]Gabriel Murray, Catherine Lai:
Multimodal Analysis of Group Attitudes Towards Meeting Management. GIFT@ICMI 2018: 4:1-4:6 - [c36]Oana Andrei, Gabriel Murray:
Interpreting Models of Social Group Interactions in Meetings with Probabilistic Model Checking. GIFT@ICMI 2018: 5:1-5:7 - [c35]Gabriel Murray, Catharine Oertel:
Predicting Group Performance in Task-Based Interaction. ICMI 2018: 14-20 - [c34]Gabriel Murray, Hayley Hung, Joann Keyton, Catherine Lai, Nale Lehmann-Willenbrock, Catharine Oertel:
Group Interaction Frontiers in Technology. ICMI 2018: 660-662 - 2017
- [c33]Gabriel Murray:
Modelling Participation in Small Group Social Sequences with Markov Rewards Analysis. NLP+CSS@ACL 2017: 68-72 - [c32]Vaden Masrani, Gabriel Murray, Thalia Shoshana Field, Giuseppe Carenini:
Domain Adaptation for Detecting Mild Cognitive Impairment. Canadian AI 2017: 248-259 - [c31]Gabriel Murray:
Stoic Ethics for Artificial Agents. Canadian AI 2017: 373-384 - [c30]Vaden Masrani, Gabriel Murray, Thalia Shoshana Field, Giuseppe Carenini:
Detecting Dementia through Retrospective Analysis of Routine Blog Posts by Bloggers with Dementia. BioNLP 2017: 232-237 - [c29]Gabriel Murray:
Markov reward models for analyzing group interaction. ICMI 2017: 336-340 - [i3]Gabriel Murray:
Stoic Ethics for Artificial Agents. CoRR abs/1701.02388 (2017) - 2016
- [c28]Gabriel Murray:
Uncovering Hidden Sentiment in Meetings. Canadian AI 2016: 64-72 - [c27]Jeremy Wright, Gabriel Murray, Ben Hachey:
An Interface for Assisted Curation of Knowledge Bases from Unstructured Text. HICSS 2016: 4386-4393 - 2015
- [c26]Gabriel Murray:
Analyzing Productivity Shifts in Meetings. Canadian AI 2015: 141-154 - [c25]Gabriel Murray:
Abstractive Meeting Summarization as a Markov Decision Process. Canadian AI 2015: 212-219 - [i2]David Johnson, Gabriel Murray, Jeremy Wright, Benjamin Tremblay:
UFV in the TAC 2015 Cold Start Knowledge Base Population Track. TAC 2015 - 2014
- [j3]Sarah Rastkar, Gail C. Murphy, Gabriel Murray:
Automatic Summarization of Bug Reports. IEEE Trans. Software Eng. 40(4): 366-380 (2014) - [c24]Gabriel Murray:
Learning How Productive and Unproductive Meetings Differ. Canadian AI 2014: 191-202 - 2012
- [c23]Gabriel Murray, Giuseppe Carenini, Raymond T. Ng:
Using the Omega Index for Evaluating Abstractive Community Detection. EvalMetrics@NAACL-HLT 2012: 10-18 - [c22]Giuseppe Carenini, Gabriel Murray:
Methods for mining and summarizing text conversations. SIGIR 2012: 1178-1179 - 2011
- [b1]Giuseppe Carenini, Gabriel Murray, Raymond T. Ng:
Methods for Mining and Summarizing Text Conversations. Synthesis Lectures on Data Management, Morgan & Claypool Publishers 2011, ISBN 978-3-031-00752-1 - [j2]Gabriel Murray, Giuseppe Carenini:
Subjectivity detection in spoken and written conversations. Nat. Lang. Eng. 17(3): 397-418 (2011) - [c21]Nicholas FitzGerald, Giuseppe Carenini, Gabriel Murray, Shafiq R. Joty:
Exploiting Conversational Features to Detect High-Quality Blog Comments. Canadian AI 2011: 122-127 - [c20]Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng:
Supervised Topic Segmentation of Email Conversations. ICWSM 2011 - 2010
- [c19]Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng:
Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails. EMNLP 2010: 388-398 - [c18]Sarah Rastkar, Gail C. Murphy, Gabriel Murray:
Summarizing software artifacts: a case study of bug reports. ICSE (1) 2010: 505-514 - [c17]Gabriel Murray, Giuseppe Carenini, Raymond T. Ng:
Generating and Validating Abstracts of Meeting Conversations: a User Study. INLG 2010 - [c16]Gabriel Murray, Giuseppe Carenini, Raymond T. Ng:
The impact of ASR on abstractive vs. extractive meeting summaries. INTERSPEECH 2010: 1688-1691 - [c15]Gabriel Murray, Giuseppe Carenini, Raymond T. Ng:
Interpretation and Transformation for Abstracting Conversations. HLT-NAACL 2010: 894-902
2000 – 2009
- 2009
- [j1]Gabriel Murray, Thomas Kleinbauer, Peter Poller, Tilman Becker, Steve Renals, Jonathan Kilgour:
Extrinsic summarization evaluation: A decision audit task. ACM Trans. Speech Lang. Process. 6(2): 2:1-2:29 (2009) - [c14]Gabriel Murray, Giuseppe Carenini:
Predicting Subjectivity in Multimodal Conversations. EMNLP 2009: 1348-1357 - [c13]Jan Ulrich, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng:
Regression-Based Summarization of Email Conversations. ICWSM 2009 - [c12]Gabriel Murray, Giuseppe Carenini:
Detecting subjectivity in multiparty speech. INTERSPEECH 2009: 2007-2010 - 2008
- [c11]Gabriel Murray, Giuseppe Carenini:
Summarizing Spoken and Written Conversations. EMNLP 2008: 773-782 - [c10]Gabriel Murray, Steve Renals:
Detecting Action Items in Meetings. MLMI 2008: 208-213 - [c9]Gabriel Murray, Steve Renals:
Meta Comments for Summarizing Meeting Speech. MLMI 2008: 236-247 - [c8]Gabriel Murray, Thomas Kleinbauer, Peter Poller, Steve Renals, Jonathan Kilgour, Tilman Becker:
Extrinsic Summarization Evaluation: A Decision Audit Task. MLMI 2008: 349-361 - [i1]Gabriel Murray, Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng:
The University of British Columbia at TAC 2008. TAC 2008 - 2007
- [c7]Gabriel Murray, Steve Renals:
Towards online speech summarization. INTERSPEECH 2007: 2785-2788 - [c6]Gabriel Murray, Steve Renals:
Term-Weighting for Summarization of Multi-party Spoken Dialogues. MLMI 2007: 156-167 - [c5]Gabriel Murray, Pei-Yun Hsueh, Simon Tucker, Jonathan Kilgour, Jean Carletta, Johanna D. Moore, Steve Renals:
Automatic Segmentation and Summarization of Meeting Speech. HLT-NAACL (Demonstrations) 2007: 9-10 - 2006
- [c4]Gabriel Murray, Steve Renals:
Dialogue act compression via pitch contour preservation. INTERSPEECH 2006 - [c3]Gabriel Murray, Steve Renals, Jean Carletta, Johanna D. Moore:
Incorporating Speaker and Discourse Features into Speech Summarization. HLT-NAACL 2006 - 2005
- [c2]Gabriel Murray, Steve Renals, Jean Carletta, Johanna D. Moore:
Evaluating Automatic Summaries of Meeting Recordings. IEEvaluation@ACL 2005: 33-40 - [c1]Gabriel Murray, Steve Renals, Jean Carletta:
Extractive summarization of meeting recordings. INTERSPEECH 2005: 593-596
Coauthor Index
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