Thomas Wang
7 papers · 2022–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 👑 Triple Crown
👥
Mega-Team · Legion
❓
The Questioner
(2)
Venues
Top co-authors
Research topics
Deep Learning
(5)
Natural Language Processing
(5)
Resources & Methods
(5)
Machine Learning
(4)
Models
(4)
Artificial Intelligence
(2)
Application Areas
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Core AI
(1)
Learning Paradigms
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(6)
zero-shot generalization
(4)
multilingual model
(2)
multilingual language model
(2)
transformer architecture
(2)
language modeling
(1)
language model training
(1)
multimodal learning
(1)
responsible ai
(1)
model training
(1)
vision-language model
(1)
model scaling
(1)
pretraining corpus
(1)
data curation
(1)
data filtering
(1)
scaling behavior
(1)
text corpus
(1)
encoder-decoder model
(1)
multilingual dataset
(1)
multilingual corpus
(1)
Papers
Crosslingual Generalization through Multitask Finetuning
ACL 2023
FinGPT: Large Generative Models for a Small Language
EMNLP 2023
OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents
NeurIPS 2023
Multitask Prompted Training Enables Zero-Shot Task Generalization
ICLR 2022
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
NeurIPS 2022
What Language Model Architecture and Pretraining Objective Works Best for Zero-Shot Generalization?
ICML 2022
What Language Model to Train if You Have One Million GPU Hours?
EMNLP 2022