Stanley Jungkyu Choi
9 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(30)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β‘
Prolific Year
(5)
Conferences
ACL (5)
EMNLP (2)
ICLR (1)
INTERSPEECH (1)
Top co-authors
Keywords
zero-shot learning
(2)
transfer learning
(2)
instruction tuning
(2)
metric learning
(1)
speech separation
(1)
model calibration
(1)
intent classification
(1)
text generation
(1)
word embedding
(1)
neural text generation
(1)
language model
(1)
linear discriminant analysis
(1)
vector space
(1)
training efficiency
(1)
bias mitigation
(1)
in-context learning
(1)
zero-shot generalization
(1)
beam search
(1)
domain adaptation
(1)
one-shot learning
(1)
Papers
Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks
EMNLP 2024
Learning to Adapt Large Language Models to One-Shot In-Context Intent Classification on Unseen Domains
EMNLP 2024
Mitigating Biases for Instruction-following Language Models via Bias Neurons Elimination
ACL 2024
Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning
ACL 2024
Efficient Dynamic Hard Negative Sampling for Dialogue Selection
ACL 2024
Investigation of Training Mute-Expressive End-to-End Speech Separation Networks for an Unknown Number of Speakers
INTERSPEECH 2023
Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration
ACL 2023
Towards Continual Knowledge Learning of Language Models
ICLR 2022
Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons
ACL 2018