Hyung Won Chung
18 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (31) π Renaissance Researcher (6) π Interdisciplinary Bridge π Conference Polyglot (5) π§ Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(31)
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Cross-Pollinator
(15)
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Mega-Team
(67)
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Dynamic Duo
(10)
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Unstoppable
(5)
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Century Club
(18)
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Prolific Year
(7)
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The Questioner
(2)
Conferences
ICLR (7)
EMNLP (5)
JMLR (3)
ICML (2)
ACL (1)
Top co-authors
Keywords
large language model
(5)
transformer architecture
(3)
model scaling
(2)
few-shot learning
(2)
multilingual model
(2)
multi-step reasoning
(2)
transfer learning
(1)
chain-of-thought reasoning
(1)
zero-shot learning
(1)
cross-lingual transfer
(1)
machine translation
(1)
named entity recognition
(1)
permutation equivariance
(1)
distributed computing
(1)
metric learning
(1)
positional encoding
(1)
zero-shot generalization
(1)
knowledge distillation
(1)
language model
(1)
instruction tuning
(1)
Papers
Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models
ICLR 2024
Scaling Instruction-Finetuned Language Models
JMLR 2024
UL2: Unifying Language Learning Paradigms
ICLR 2023
Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
ACL 2023
UniMax: Fairer and More Effective Language Sampling for Large-Scale Multilingual Pretraining
ICLR 2023
Language models are multilingual chain-of-thought reasoners
ICLR 2023
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning
ICML 2023
PaLM: Scaling Language Modeling with Pathways
JMLR 2023
Scaling Up Models and Data with t5x and seqio
JMLR 2023
Scale Efficiently: Insights from Pretraining and Finetuning Transformers
ICLR 2022
Charformer: Fast Character Transformers via Gradient-based Subword Tokenization
ICLR 2022
What Language Model Architecture and Pretraining Objective Works Best for Zero-Shot Generalization?
ICML 2022
Rethinking Embedding Coupling in Pre-trained Language Models
ICLR 2021
A Simple and Effective Positional Encoding for Transformers
EMNLP 2021
Learning Compact Metrics for MT
EMNLP 2021
Do Transformer Modifications Transfer Across Implementations and Applications?
EMNLP 2021
Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared Task
EMNLP 2020
Improving Multilingual Models with Language-Clustered Vocabularies
EMNLP 2020