Nicholas FitzGerald
13 papers · 2013–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (10) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (21)
π
Conference Polyglot
(5)
π
Academic Marathon
(10)
π
Renaissance Researcher
(5)
π
Century Club
(13)
π
Trend Setter
β
The Questioner
π₯
Unstoppable
(6)
Conferences
ACL (6)
EMNLP (4)
ICLR (1)
ICML (1)
IJCNLP (1)
Top co-authors
Keywords
language model
(3)
multilingual entity linking
(2)
nearest neighbor inference
(2)
few-shot learning
(1)
text representation
(1)
factual knowledge
(1)
question answering
(1)
question generation
(1)
distributional similarity
(1)
long short-term memory
(1)
recurrent neural network
(1)
memory efficiency
(1)
retrieval augmentation
(1)
inference optimization
(1)
retrieval-augmented generation
(1)
knowledge probing
(1)
knowledge-intensive task
(1)
pretrained language model
(1)
memory bandwidth
(1)
relation extraction
(1)
Papers
Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute
ICML 2023
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference
ACL 2023
Mention Memory: incorporating textual knowledge into Transformers through entity mention attention
ICLR 2022
MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network
IJCNLP 2021
MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network
ACL 2021
Entities as Experts: Sparse Memory Access with Entity Supervision
EMNLP 2020
Matching the Blanks: Distributional Similarity for Relation Learning
ACL 2019
Large-Scale QA-SRL Parsing
ACL 2018
Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum
ACL 2018
Semantic Role Labeling with Neural Network Factors
EMNLP 2015
Semantic Parsing with Combinatory Categorial Grammars
EMNLP 2014
Learning Distributions over Logical Forms for Referring Expression Generation
EMNLP 2013
Semantic Parsing with Combinatory Categorial Grammars
ACL 2013