Jack Fitzgerald
11 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (24) π Academic Marathon Β· Sprint π Keyword Champion (2)
ποΈ
Keyword Collector
(50)
β‘
Prolific Year Β· Productive
π
Conference Pioneer
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(4)
Natural Language Processing
(4)
Applications
(4)
Deep Learning
(3)
Application Areas
(3)
Resources & Methods
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Security & Privacy
(1)
Analysis
(1)
Architectures
(1)
Cognitive Science
(1)
Learning Paradigms
(1)
Keywords
multimodal learning
(2)
large language model
(2)
virtual assistant
(2)
cross-lingual transfer
(2)
intent classification
(2)
slot filling
(2)
multilingual nlu
(2)
inference optimization
(1)
real-time processing
(1)
language identification
(1)
gradient optimization
(1)
low-rank adaptation
(1)
model pruning
(1)
weight pruning
(1)
neural machine translation
(1)
prompt tuning
(1)
weight decomposition
(1)
machine unlearning
(1)
inference speedup
(1)
retrieval-augmented generation
(1)
Papers
MASSIVE-Agents: A Benchmark for Multilingual Function-Calling in 52 Languages
EMNLP 2025
PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint
IJCNLP 2025
Speech Is Not Enough: Interpreting Nonverbal Indicators of Common Knowledge and Engagement
AAAI 2025
TRACE: Real-Time Multimodal Common Ground Tracking in Situated Collaborative Dialogues
NAACL 2025
Wanda++: Pruning Large Language Models via Regional Gradients
ACL 2025
MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources
ACL 2024
Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning
ACL 2023
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages
ACL 2023
Massively Multilingual Natural Language Understanding 2022 (MMNLU-22) Workshop and Competition
EMNLP 2022
Converting the Point of View of Messages Spoken to Virtual Assistants
EMNLP 2020
STIL - Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++
AACL 2020