Albert Webson
10 papers · 2020–2024 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (29) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Squad
❓
The Questioner
(3)
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(7)
Resources & Methods
(6)
Artificial Intelligence
(5)
Machine Learning
(5)
Learning Paradigms
(4)
Deep Learning
(3)
Core AI
(3)
Generation
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Applications
(2)
Understanding
(2)
Application Areas
(1)
Core Methods
(1)
Models
(1)
Keywords
large language model
(5)
prompt engineering
(4)
instruction tuning
(3)
few-shot learning
(3)
in-context learning
(2)
natural language inference
(2)
zero-shot generalization
(2)
language model
(2)
zero-shot learning
(2)
model behavior
(1)
instruction following
(1)
adversarial training
(1)
adversarial learning
(1)
semantic representation
(1)
semantic analysis
(1)
information retrieval
(1)
mixture of expert
(1)
out-of-distribution generalization
(1)
cross-lingual transfer
(1)
multi-task learning
(1)
Papers
In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax
NAACL 2024
Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models
ICLR 2024
Scaling Instruction-Finetuned Language Models
JMLR 2024
Are Language Models Worse than Humans at Following Prompts? It’s Complicated
EMNLP 2023
Crosslingual Generalization through Multitask Finetuning
ACL 2023
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning
ICML 2023
Do Prompt-Based Models Really Understand the Meaning of Their Prompts?
NAACL 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization
ICLR 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
ACL 2022
Are “Undocumented Workers” the Same as “Illegal Aliens”? Disentangling Denotation and Connotation in Vector Spaces
EMNLP 2020