Gabriel Murray
15 papers · 2006–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (29)
🤝
Dynamic Duo
(11)
💎
Century Club · Bronze
🗃️
Keyword Collector
(52)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(5)
Core Methods
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Architectures
(3)
Core AI
(3)
Generation
(3)
Application Areas
(2)
Applications
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Keywords
parameter-efficient fine-tuning
(2)
bayesian inference
(1)
bayesian framework
(1)
natural language processing
(1)
machine translation
(1)
in-context learning
(1)
information extraction
(1)
question answering
(1)
extractive summarization
(1)
topic modeling
(1)
text summarization
(1)
coreference resolution
(1)
speech analysis
(1)
multi-class classification
(1)
sentiment analysis
(1)
survival analysis
(1)
latent topic modeling
(1)
variational autoencoder
(1)
variational inference
(1)
unsupervised learning
(1)
Papers
Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models
ACL 2025
Hierarchical Attention Adapter for Abstractive Dialogue Summarization
EMNLP 2025
Diversity-Aware Coherence Loss for Improving Neural Topic Models
ACL 2023
Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models
EMNLP 2023
Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation
EMNLP 2022
Analyzing Verbal and Nonverbal Features for Predicting Group Performance
Interspeech 2019
Discourse Analysis and Its Applications
ACL 2019
Language-Based Automatic Assessment of Cognitive and Communicative Functions Related to Parkinson’s Disease
COLING 2018
NLP for Conversations: Sentiment, Summarization, and Group Dynamics
COLING 2018
Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails
EMNLP 2010
Interpretation and Transformation for Abstracting Conversations
NAACL 2010
Predicting Subjectivity in Multimodal Conversations
EMNLP 2009
Summarizing Spoken and Written Conversations
EMNLP 2008
Automatic Segmentation and Summarization of Meeting Speech
NAACL 2007
Incorporating Speaker and Discourse Features into Speech Summarization
NAACL 2006