Asa Cooper Stickland
8 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze
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The Questioner
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Natural Language Processing
(8)
Machine Learning
(6)
Artificial Intelligence
(5)
Applications
(5)
Learning Types · Machine Learning
(4)
Application Areas
(3)
Core AI
(3)
Learning Paradigms
(3)
Optimization & Theory · Machine Learning
(3)
Deep Learning
(2)
Resources & Methods
(2)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Understanding
(1)
Keywords
parameter-efficient fine-tuning
(2)
multilingual model
(2)
adapter module
(2)
machine translation
(2)
transfer learning
(2)
logical reasoning
(1)
domain adaptation
(1)
multi-task learning
(1)
multilingual translation
(1)
noise robustness
(1)
neural machine translation
(1)
natural language understanding
(1)
multilingual machine translation
(1)
parameter-efficient transfer learning
(1)
cross-lingual transfer
(1)
fisher information matrix
(1)
fisher information
(1)
data augmentation
(1)
posterior distribution
(1)
parameter efficient
(1)
Papers
The Reversal Curse: LLMs trained on “A is B” fail to learn “B is A”
ICLR 2024
Robustification of Multilingual Language Models to Real-world Noise in Crosslingual Zero-shot Settings with Robust Contrastive Pretraining
EACL 2023
When does Parameter-Efficient Transfer Learning Work for Machine Translation?
EMNLP 2022
Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters
EMNLP 2021
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation
EACL 2021
Regularising Fisher Information Improves Cross-lingual Generalisation
EMNLP 2021
Deep Transformers with Latent Depth
NeurIPS 2020
BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning
ICML 2019