Gabriel Murray

Orcid: 0000-0003-2233-6288

According to our database1, Gabriel Murray authored at least 61 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Classification of Alzheimer's using Deep-learning Methods on Webcam-based Gaze Data.
Proc. ACM Hum. Comput. Interact., May, 2023

Visual Analytics for Generative Transformer Models.
CoRR, 2023

Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Diversity-Aware Coherence Loss for Improving Neural Topic Models.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022
Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Computational Models of Linguistic Alignment for Clustering Group Participants and Predicting Task Outcomes.
Proceedings of the 35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, 2022

2021
Clustering and Multimodal Analysis of Participants in Task-Based Discussions.
Proceedings of the ICMI '21 Companion: Companion Publication of the 2021 International Conference on Multimodal Interaction, Montreal, QC, Canada, October 18, 2021

Insights on Group and Team Dynamics.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

2020
NJM-Vis: interpreting neural joint models in NLP.
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

Group Performance Prediction with Limited Context.
Proceedings of the Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020

Workshop on Interdisciplinary Insights into Group and Team Dynamics.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

2019
Graph-Based Prediction of Meeting Participation.
Multimodal Technol. Interact., 2019

Information Processing and Overload in Group Conversation: A Graph-Based Prediction Model.
Multimodal Technol. Interact., 2019

Analyzing Verbal and Nonverbal Features for Predicting Group Performance.
Proceedings of the Interspeech 2019, 2019

Discourse Analysis and Its Applications.
Proceedings of the 57th Conference of the Association for Computational Linguistics: Tutorial Abstracts, 2019

2018
Predicting Group Performance in Task-Based Interaction.
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Multimodal Analysis of Group Attitudes Towards Meeting Management.
Proceedings of the Group Interaction Frontiers in Technology Workshop, 2018

Group Interaction Frontiers in Technology.
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Predicting group satisfaction in meeting discussions.
Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal Data, 2018

The Group Affect and Performance (GAP) Corpus.
Proceedings of the Group Interaction Frontiers in Technology Workshop, 2018

Interpreting Models of Social Group Interactions in Meetings with Probabilistic Model Checking.
Proceedings of the Group Interaction Frontiers in Technology Workshop, 2018

Discourse Processing and Its Applications in Text Mining.
Proceedings of the IEEE International Conference on Data Mining, 2018

NLP for Conversations: Sentiment, Summarization, and Group Dynamics.
Proceedings of the COLING 2018, 2018

2017
Markov reward models for analyzing group interaction.
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

Detecting Dementia through Retrospective Analysis of Routine Blog Posts by Bloggers with Dementia.
Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017

Stoic Ethics for Artificial Agents.
Proceedings of the Advances in Artificial Intelligence, 2017

Domain Adaptation for Detecting Mild Cognitive Impairment.
Proceedings of the Advances in Artificial Intelligence, 2017

Modelling Participation in Small Group Social Sequences with Markov Rewards Analysis.
Proceedings of the Second Workshop on NLP and Computational Social Science, 2017

2016
An Interface for Assisted Curation of Knowledge Bases from Unstructured Text.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Uncovering Hidden Sentiment in Meetings.
Proceedings of the Advances in Artificial Intelligence, 2016

2015
UFV in the TAC 2015 Cold Start Knowledge Base Population Track.
Proceedings of the 2015 Text Analysis Conference, 2015

Abstractive Meeting Summarization as a Markov Decision Process.
Proceedings of the Advances in Artificial Intelligence, 2015

Analyzing Productivity Shifts in Meetings.
Proceedings of the Advances in Artificial Intelligence, 2015

2014
Automatic Summarization of Bug Reports.
IEEE Trans. Software Eng., 2014

Learning How Productive and Unproductive Meetings Differ.
Proceedings of the Advances in Artificial Intelligence, 2014

2012
Methods for mining and summarizing text conversations.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Using the Omega Index for Evaluating Abstractive Community Detection.
Proceedings of Workshop on Evaluation Metrics and System Comparison for Automatic Summarization@NACCL-HLT 2012, 2012

2011
Methods for Mining and Summarizing Text Conversations
Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01880-0, 2011

Subjectivity detection in spoken and written conversations.
Nat. Lang. Eng., 2011

Supervised Topic Segmentation of Email Conversations.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Exploiting Conversational Features to Detect High-Quality Blog Comments.
Proceedings of the Advances in Artificial Intelligence, 2011

2010
Interpretation and Transformation for Abstracting Conversations.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

The impact of ASR on abstractive vs. extractive meeting summaries.
Proceedings of the INTERSPEECH 2010, 2010

Generating and Validating Abstracts of Meeting Conversations: a User Study.
Proceedings of the INLG 2010, 2010

Summarizing software artifacts: a case study of bug reports.
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering, 2010

Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

2009
Extrinsic summarization evaluation: A decision audit task.
ACM Trans. Speech Lang. Process., 2009

Detecting subjectivity in multiparty speech.
Proceedings of the INTERSPEECH 2009, 2009

Regression-Based Summarization of Email Conversations.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

Predicting Subjectivity in Multimodal Conversations.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

2008
The University of British Columbia at TAC 2008.
Proceedings of the First Text Analysis Conference, 2008

Meta Comments for Summarizing Meeting Speech.
Proceedings of the Machine Learning for Multimodal Interaction, 5th International Workshop, 2008

Detecting Action Items in Meetings.
Proceedings of the Machine Learning for Multimodal Interaction, 5th International Workshop, 2008

Summarizing Spoken and Written Conversations.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

2007
Automatic Segmentation and Summarization of Meeting Speech.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

Term-Weighting for Summarization of Multi-party Spoken Dialogues.
Proceedings of the Machine Learning for Multimodal Interaction , 2007

Towards online speech summarization.
Proceedings of the INTERSPEECH 2007, 2007

2006
Incorporating Speaker and Discourse Features into Speech Summarization.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Dialogue act compression via pitch contour preservation.
Proceedings of the INTERSPEECH 2006, 2006

2005
Extractive summarization of meeting recordings.
Proceedings of the INTERSPEECH 2005, 2005

Evaluating Automatic Summaries of Meeting Recordings.
Proceedings of the Workshop on Intrinsic and Extrinsic Evaluation Measures for Machine Translation and/or Summarization@ACL 2005, 2005


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