Gabriel Murray

69 papers A* 6A 9B 6Journal 12Unranked 35

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Improving Neural Topic Modeling with Semantically-Grounded Soft Label Distributions. CoRR Raymond Li, Amirhossein Abaskohi, Chuyuan Li, Gabriel Murray, Giuseppe Carenini
2025	—	`conf`	Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models. ACL (Findings) Raymond Li, Chuyuan Li, Gabriel Murray, Giuseppe Carenini
2024	—	`conf`	Multimodal Classification of Alzheimer's Disease by Combining Facial and Eye-Tracking Data. ML4H@NeurIPS Shih-Han Chou, Miini Teng, Harshinee Sriram, Chuyuan Li, Giuseppe Carenini, Cristina Conati, Thalia Shoshana Field, Hyeju Jang, Gabriel Murray
2023	J	`jnl`	Classification of Alzheimer's using Deep-learning Methods on Webcam-based Gaze Data. Proc. ACM Hum. Comput. Interact. Anuj Harisinghani, Harshinee Sriram, Cristina Conati, Giuseppe Carenini, Thalia Shoshana Field, Hyeju Jang, Gabriel Murray
2023	—	`conf`	Diversity-Aware Coherence Loss for Improving Neural Topic Models. ACL (2) Raymond Li, Felipe González-Pizarro, Linzi Xing, Gabriel Murray, Giuseppe Carenini
2023	J	`jnl`	Diversity-Aware Coherence Loss for Improving Neural Topic Models. CoRR Raymond Li, Felipe González-Pizarro, Linzi Xing, Gabriel Murray, Giuseppe Carenini
2023	—	`conf`	Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models. EMNLP (Findings) Raymond Li, Gabriel Murray, Giuseppe Carenini
2023	J	`jnl`	Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models. CoRR Raymond Li, Gabriel Murray, Giuseppe Carenini
2023	J	`jnl`	Visual Analytics for Generative Transformer Models. CoRR Raymond Li, Ruixin Yang, Wen Xiao, Ahmed AbuRa'ed, Gabriel Murray, Giuseppe Carenini
2022	—	`conf`	Computational Models of Linguistic Alignment for Clustering Group Participants and Predicting Task Outcomes. Canadian AI Duncan Clelland, Gabriel Murray
2022	A*	`conf`	Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation. EMNLP Raymond Li, Wen Xiao, Linzi Xing, Lanjun Wang, Gabriel Murray, Giuseppe Carenini
2021	—	`conf`	Clustering and Multimodal Analysis of Participants in Task-Based Discussions. ICMI Companion David Johnson, Gabriel Murray
2021	B	`conf`	Insights on Group and Team Dynamics. ICMI Joseph A. Allen, Hayley Hung, Joann Keyton, Gabriel Murray, Catharine Oertel, Giovanna Varni
2020	—	`conf`	Group Performance Prediction with Limited Context. ICMI Companion Uliyana Kubasova, Gabriel Murray
2020	A	`conf`	NJM-Vis: interpreting neural joint models in NLP. IUI David Johnson, Giuseppe Carenini, Gabriel Murray
2020	B	`conf`	Workshop on Interdisciplinary Insights into Group and Team Dynamics. ICMI Hayley Hung, Gabriel Murray, Giovanna Varni, Nale Lehmann-Willenbrock, Fabiola H. Gerpott, Catharine Oertel
2019	A	`conf`	Analyzing Verbal and Nonverbal Features for Predicting Group Performance. INTERSPEECH Uliyana Kubasova, Gabriel Murray, McKenzie Braley
2019	J	`jnl`	Analyzing Verbal and Nonverbal Features for Predicting Group Performance. CoRR Uliyana Kubasova, Gabriel Murray, McKenzie Braley
2019	—	`conf`	Discourse Analysis and Its Applications. ACL (4) Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray
2019	J	`jnl`	Graph-Based Prediction of Meeting Participation. Multimodal Technol. Interact. Gabriel Murray
2019	J	`jnl`	Information Processing and Overload in Group Conversation: A Graph-Based Prediction Model. Multimodal Technol. Interact. Gabriel Murray
2018	A*	`conf`	Discourse Processing and Its Applications in Text Mining. ICDM Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray
2018	B	`conf`	Group Interaction Frontiers in Technology. ICMI Gabriel Murray, Hayley Hung, Joann Keyton, Catherine Lai, Nale Lehmann-Willenbrock, Catharine Oertel
2018	—	`conf`	Interpreting Models of Social Group Interactions in Meetings with Probabilistic Model Checking. GIFT@ICMI Oana Andrei, Gabriel Murray
2018	—	`conf`	Multimodal Analysis of Group Attitudes Towards Meeting Management. GIFT@ICMI Gabriel Murray, Catherine Lai
2018	—	`conf`	NLP for Conversations: Sentiment, Summarization, and Group Dynamics. COLING (Tutorials) Gabriel Murray, Giuseppe Carenini, Shafiq R. Joty
2018	B	`conf`	Predicting Group Performance in Task-Based Interaction. ICMI Gabriel Murray, Catharine Oertel
2018	—	`conf`	Predicting group satisfaction in meeting discussions. MCPMD@ICMI Catherine Lai, Gabriel Murray
2018	—	`conf`	The Group Affect and Performance (GAP) Corpus. GIFT@ICMI McKenzie Braley, Gabriel Murray
2017	—	`conf`	Detecting Dementia through Retrospective Analysis of Routine Blog Posts by Bloggers with Dementia. BioNLP Vaden Masrani, Gabriel Murray, Thalia Shoshana Field, Giuseppe Carenini
2017	—	`conf`	Domain Adaptation for Detecting Mild Cognitive Impairment. Canadian AI Vaden Masrani, Gabriel Murray, Thalia Shoshana Field, Giuseppe Carenini
2017	B	`conf`	Markov reward models for analyzing group interaction. ICMI Gabriel Murray
2017	—	`conf`	Modelling Participation in Small Group Social Sequences with Markov Rewards Analysis. NLP+CSS@ACL Gabriel Murray
2017	—	`conf`	Stoic Ethics for Artificial Agents. Canadian AI Gabriel Murray
2017	J	`jnl`	Stoic Ethics for Artificial Agents. CoRR Gabriel Murray
2016	—	`conf`	An Interface for Assisted Curation of Knowledge Bases from Unstructured Text. HICSS Jeremy Wright, Gabriel Murray, Ben Hachey
2016	—	`conf`	Uncovering Hidden Sentiment in Meetings. Canadian AI Gabriel Murray
2015	—	`conf`	Abstractive Meeting Summarization as a Markov Decision Process. Canadian AI Gabriel Murray
2015	—	`conf`	Analyzing Productivity Shifts in Meetings. Canadian AI Gabriel Murray
2015	—	`conf`	UFV in the TAC 2015 Cold Start Knowledge Base Population Track. TAC David Johnson, Gabriel Murray, Jeremy Wright, Benjamin Tremblay
2014	J	`jnl`	Automatic Summarization of Bug Reports. IEEE Trans. Software Eng. Sarah Rastkar, Gail C. Murphy, Gabriel Murray
2014	—	`conf`	Learning How Productive and Unproductive Meetings Differ. Canadian AI Gabriel Murray
2012	A*	`conf`	Methods for mining and summarizing text conversations. SIGIR Giuseppe Carenini, Gabriel Murray
2012	—	`conf`	Using the Omega Index for Evaluating Abstractive Community Detection. EvalMetrics@NAACL-HLT Gabriel Murray, Giuseppe Carenini, Raymond T. Ng
2011	—	`conf`	Exploiting Conversational Features to Detect High-Quality Blog Comments. Canadian AI Nicholas FitzGerald, Giuseppe Carenini, Gabriel Murray, Shafiq R. Joty
2011	—	`book`	Methods for Mining and Summarizing Text Conversations Giuseppe Carenini, Gabriel Murray, Raymond T. Ng
2011	J	`jnl`	Subjectivity detection in spoken and written conversations. Nat. Lang. Eng. Gabriel Murray, Giuseppe Carenini
2011	A	`conf`	Supervised Topic Segmentation of Email Conversations. ICWSM Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng
2010	A*	`conf`	Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails. EMNLP Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng
2010	B	`conf`	Generating and Validating Abstracts of Meeting Conversations: a User Study. INLG Gabriel Murray, Giuseppe Carenini, Raymond T. Ng
2010	—	`conf`	Interpretation and Transformation for Abstracting Conversations. HLT-NAACL Gabriel Murray, Giuseppe Carenini, Raymond T. Ng
2010	—	`conf`	Summarizing software artifacts: a case study of bug reports. ICSE (1) Sarah Rastkar, Gail C. Murphy, Gabriel Murray
2010	A	`conf`	The impact of ASR on abstractive vs. extractive meeting summaries. INTERSPEECH Gabriel Murray, Giuseppe Carenini, Raymond T. Ng
2009	A	`conf`	Detecting subjectivity in multiparty speech. INTERSPEECH Gabriel Murray, Giuseppe Carenini
2009	J	`jnl`	Extrinsic summarization evaluation: A decision audit task. ACM Trans. Speech Lang. Process. Gabriel Murray, Thomas Kleinbauer, Peter Poller, Tilman Becker, Steve Renals, Jonathan Kilgour
2009	A*	`conf`	Predicting Subjectivity in Multimodal Conversations. EMNLP Gabriel Murray, Giuseppe Carenini
2009	A	`conf`	Regression-Based Summarization of Email Conversations. ICWSM Jan Ulrich, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng
2008	—	`conf`	Detecting Action Items in Meetings. MLMI Gabriel Murray, Steve Renals
2008	—	`conf`	Extrinsic Summarization Evaluation: A Decision Audit Task. MLMI Gabriel Murray, Thomas Kleinbauer, Peter Poller, Steve Renals, Jonathan Kilgour, Tilman Becker
2008	—	`conf`	Meta Comments for Summarizing Meeting Speech. MLMI Gabriel Murray, Steve Renals
2008	A*	`conf`	Summarizing Spoken and Written Conversations. EMNLP Gabriel Murray, Giuseppe Carenini
2008	—	`conf`	The University of British Columbia at TAC 2008. TAC Gabriel Murray, Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
2007	—	`conf`	Automatic Segmentation and Summarization of Meeting Speech. HLT-NAACL (Demonstrations) Gabriel Murray, Pei-Yun Hsueh, Simon Tucker, Jonathan Kilgour, Jean Carletta, Johanna D. Moore, Steve Renals
2007	—	`conf`	Term-Weighting for Summarization of Multi-party Spoken Dialogues. MLMI Gabriel Murray, Steve Renals
2007	A	`conf`	Towards online speech summarization. INTERSPEECH Gabriel Murray, Steve Renals
2006	A	`conf`	Dialogue act compression via pitch contour preservation. INTERSPEECH Gabriel Murray, Steve Renals
2006	—	`conf`	Incorporating Speaker and Discourse Features into Speech Summarization. HLT-NAACL Gabriel Murray, Steve Renals, Jean Carletta, Johanna D. Moore
2005	—	`conf`	Evaluating Automatic Summaries of Meeting Recordings. IEEvaluation@ACL Gabriel Murray, Steve Renals, Jean Carletta, Johanna D. Moore
2005	A	`conf`	Extractive summarization of meeting recordings. INTERSPEECH Gabriel Murray, Steve Renals, Jean Carletta