Alan Ansell
6 papers · 2021–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Top co-authors
Research topics
Natural Language Processing
(6)
Resources & Methods
(6)
Artificial Intelligence
(5)
Deep Learning
(4)
Learning Types · Deep Learning
(4)
Machine Learning
(3)
Learning Paradigms
(3)
Learning Types · Machine Learning
(3)
Application Areas
(2)
Core AI
(2)
Architectures
(1)
Generation
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Understanding
(1)
Keywords
cross-lingual transfer
(5)
multilingual transformer
(3)
zero-shot learning
(2)
low-resource language
(2)
parameter-efficient tuning
(2)
zero-shot transfer
(2)
language modeling
(1)
part-of-speech tagging
(1)
efficient inference
(1)
efficient computing
(1)
language model
(1)
task adapter
(1)
multilingual model
(1)
zero-shot inference
(1)
word sense induction
(1)
contextualized embedding
(1)
adapter module
(1)
language-specific model
(1)
sparse fine-tuning
(1)
sense embedding
(1)
Papers
Cross-Lingual Transfer with Target Language-Ready Task Adapters
ACL 2023
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer
ACL 2023
Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity
EMNLP 2023
Composable Sparse Fine-Tuning for Cross-Lingual Transfer
ACL 2022
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer
EMNLP 2021
PolyLM: Learning about Polysemy through Language Modeling
EACL 2021