Jack Fitzgerald
12 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (7) π§ Keyword Pioneer π Academic Marathon (5) π Conference Polyglot (6) π Renaissance Researcher (7)
πΊοΈ
Taxonomy Completionist
(26)
π§
Keyword Pioneer
π
Conference Polyglot
(6)
π
Keyword Champion
(2)
π
Conference Pioneer
β‘
Prolific Year
(5)
π
Century Club
(11)
ποΈ
Keyword Collector
(53)
Conferences
ACL (4)
EMNLP (3)
AACL (2)
AAAI (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Research topics
Keywords
intent classification
(2)
multimodal learning
(2)
adapter extraction
(2)
weight decomposition
(2)
low-rank adaptation
(2)
cross-lingual transfer
(2)
slot filling
(2)
large language model
(2)
virtual assistant
(2)
multilingual nlu
(2)
parameter efficient fine-tuning
(1)
real time processing
(1)
gradient optimization
(1)
language identification
(1)
model pruning
(1)
machine unlearning
(1)
neural machine translation
(1)
parameter efficiency
(1)
retrieval-augmented generation
(1)
inference efficiency
(1)
Papers
Speech Is Not Enough: Interpreting Nonverbal Indicators of Common Knowledge and Engagement
AAAI 2025
Wanda++: Pruning Large Language Models via Regional Gradients
ACL 2025
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
TRACE: Real-Time Multimodal Common Ground Tracking in Situated Collaborative Dialogues
NAACL 2025
PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint
AACL 2025
MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources
ACL 2024
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages
ACL 2023
Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning
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