Gabriel Murray

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 37

Top Topics

Automatic Summarization

Topic Segmentation

Computational Models

Top Venues

Canadian Conference on AI

Publications

Raymond Li, Felipe González-Pizarro, Linzi Xing, Gabriel Murray, Giuseppe Carenini
Diversity-Aware Coherence Loss for Improving Neural Topic Models. CoRR (2023)
Raymond Li, Gabriel Murray, Giuseppe Carenini
Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models. EMNLP (Findings) (2023)
Raymond Li, Gabriel Murray, Giuseppe Carenini
Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models. CoRR (2023)
Raymond Li, Felipe González-Pizarro, Linzi Xing, Gabriel Murray, Giuseppe Carenini
Diversity-Aware Coherence Loss for Improving Neural Topic Models. ACL (2) (2023)
Raymond Li, Ruixin Yang, Wen Xiao, Ahmed AbuRa'ed, Gabriel Murray, Giuseppe Carenini
Visual Analytics for Generative Transformer Models. CoRR (2023)
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) (2023)
Duncan Clelland, Gabriel Murray
Computational Models of Linguistic Alignment for Clustering Group Participants and Predicting Task Outcomes. AI (2022)
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)
David Johnson, Gabriel Murray
Clustering and Multimodal Analysis of Participants in Task-Based Discussions. ICMI Companion (2021)
Joseph Allen, Hayley Hung, Joann Keyton, Gabriel Murray, Catharine Oertel, Giovanna Varni
Insights on Group and Team Dynamics. ICMI (2021)
Uliyana Kubasova, Gabriel Murray
Group Performance Prediction with Limited Context. ICMI Companion (2020)
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)
David Johnson, Giuseppe Carenini, Gabriel Murray
NJM-Vis: interpreting neural joint models in NLP. IUI (2020)
Uliyana Kubasova, Gabriel Murray, McKenzie Braley
Analyzing Verbal and Nonverbal Features for Predicting Group Performance. CoRR (2019)
Uliyana Kubasova, Gabriel Murray, McKenzie Braley
Analyzing Verbal and Nonverbal Features for Predicting Group Performance. INTERSPEECH (2019)
Gabriel Murray
Information Processing and Overload in Group Conversation: A Graph-Based Prediction Model. Multimodal Technol. Interact. 3 (3) (2019)
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray
Discourse Analysis and Its Applications. ACL (4) (2019)
Gabriel Murray
Graph-Based Prediction of Meeting Participation. Multimodal Technol. Interact. 3 (3) (2019)
McKenzie Braley, Gabriel Murray
The Group Affect and Performance (GAP) Corpus. GIFT@ICMI (2018)
Oana Andrei, Gabriel Murray
Interpreting Models of Social Group Interactions in Meetings with Probabilistic Model Checking. GIFT@ICMI (2018)
Gabriel Murray, Hayley Hung, Joann Keyton, Catherine Lai, Nale Lehmann-Willenbrock, Catharine Oertel
Group Interaction Frontiers in Technology. ICMI (2018)
Catherine Lai, Gabriel Murray
Predicting group satisfaction in meeting discussions. MCPMD@ICMI (2018)
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray
Discourse Processing and Its Applications in Text Mining. ICDM (2018)
Gabriel Murray, Giuseppe Carenini, Shafiq R. Joty
NLP for Conversations: Sentiment, Summarization, and Group Dynamics. COLING (Tutorials) (2018)
Gabriel Murray, Catherine Lai
Multimodal Analysis of Group Attitudes Towards Meeting Management. GIFT@ICMI (2018)
Gabriel Murray, Catharine Oertel
Predicting Group Performance in Task-Based Interaction. ICMI (2018)
Gabriel Murray
Modelling Participation in Small Group Social Sequences with Markov Rewards Analysis. NLP+CSS@ACL (2017)
Gabriel Murray
Markov reward models for analyzing group interaction. ICMI (2017)
Vaden Masrani, Gabriel Murray, Thalia Shoshana Field, Giuseppe Carenini
Detecting Dementia through Retrospective Analysis of Routine Blog Posts by Bloggers with Dementia. BioNLP (2017)
Gabriel Murray
Stoic Ethics for Artificial Agents. CoRR (2017)
Gabriel Murray
Stoic Ethics for Artificial Agents. Canadian Conference on AI (2017)
Vaden Masrani, Gabriel Murray, Thalia Shoshana Field, Giuseppe Carenini
Domain Adaptation for Detecting Mild Cognitive Impairment. Canadian Conference on AI (2017)
Jeremy Wright, Gabriel Murray, Ben Hachey
An Interface for Assisted Curation of Knowledge Bases from Unstructured Text. HICSS (2016)
Gabriel Murray
Uncovering Hidden Sentiment in Meetings. Canadian Conference on AI (2016)
Gabriel Murray
Analyzing Productivity Shifts in Meetings. Canadian Conference on AI (2015)
David Johnson, Gabriel Murray, Jeremy Wright, Benjamin Tremblay
UFV in the TAC 2015 Cold Start Knowledge Base Population Track. TAC (2015)
Gabriel Murray
Abstractive Meeting Summarization as a Markov Decision Process. Canadian Conference on AI (2015)
Sarah Rastkar, Gail C. Murphy, Gabriel Murray
Automatic Summarization of Bug Reports. IEEE Trans. Software Eng. 40 (4) (2014)
Gabriel Murray
Learning How Productive and Unproductive Meetings Differ. Canadian Conference on AI (2014)
Giuseppe Carenini, Gabriel Murray
Methods for mining and summarizing text conversations. SIGIR (2012)
Gabriel Murray, Giuseppe Carenini, Raymond T. Ng
Using the Omega Index for Evaluating Abstractive Community Detection. EvalMetrics@NAACL-HLT (2012)
Nicholas FitzGerald, Giuseppe Carenini, Gabriel Murray, Shafiq R. Joty
Exploiting Conversational Features to Detect High-Quality Blog Comments. Canadian Conference on AI (2011)
Gabriel Murray, Giuseppe Carenini
Subjectivity detection in spoken and written conversations. Nat. Lang. Eng. 17 (3) (2011)
Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng
Supervised Topic Segmentation of Email Conversations. ICWSM (2011)
Gabriel Murray, Giuseppe Carenini, Raymond T. Ng
Generating and Validating Abstracts of Meeting Conversations: a User Study. INLG (2010)
Gabriel Murray, Giuseppe Carenini, Raymond T. Ng
The impact of ASR on abstractive vs. extractive meeting summaries. INTERSPEECH (2010)
Gabriel Murray, Giuseppe Carenini, Raymond T. Ng
Interpretation and Transformation for Abstracting Conversations. HLT-NAACL (2010)
Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng
Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails. EMNLP (2010)
Sarah Rastkar, Gail C. Murphy, Gabriel Murray
Summarizing software artifacts: a case study of bug reports. ICSE (1) (2010)
Jan Ulrich, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng
Regression-Based Summarization of Email Conversations. ICWSM (2009)
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) (2009)
Gabriel Murray, Giuseppe Carenini
Predicting Subjectivity in Multimodal Conversations. EMNLP (2009)
Gabriel Murray, Giuseppe Carenini
Detecting subjectivity in multiparty speech. INTERSPEECH (2009)
Gabriel Murray, Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
The University of British Columbia at TAC 2008. TAC (2008)
Gabriel Murray, Giuseppe Carenini
Summarizing Spoken and Written Conversations. EMNLP (2008)
Gabriel Murray, Steve Renals
Detecting Action Items in Meetings. MLMI (2008)
Gabriel Murray, Steve Renals
Meta Comments for Summarizing Meeting Speech. MLMI (2008)
Gabriel Murray, Thomas Kleinbauer, Peter Poller, Steve Renals, Jonathan Kilgour, Tilman Becker
Extrinsic Summarization Evaluation: A Decision Audit Task. MLMI (2008)
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)
Gabriel Murray, Steve Renals
Term-Weighting for Summarization of Multi-party Spoken Dialogues. MLMI (2007)
Gabriel Murray, Steve Renals
Towards online speech summarization. INTERSPEECH (2007)
Gabriel Murray, Steve Renals
Dialogue act compression via pitch contour preservation. INTERSPEECH (2006)
Gabriel Murray, Steve Renals, Jean Carletta, Johanna D. Moore
Incorporating Speaker and Discourse Features into Speech Summarization. HLT-NAACL (2006)
Gabriel Murray, Steve Renals, Jean Carletta
Extractive summarization of meeting recordings. INTERSPEECH (2005)
Gabriel Murray, Steve Renals, Jean Carletta, Johanna D. Moore
Evaluating Automatic Summaries of Meeting Recordings. IEEvaluation@ACL (2005)