Derek Tam
7 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21)
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The Namer
β
The Questioner
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Deep Learning
(2)
Application Areas
(2)
Applications Β· Natural Language Processing
(2)
Generation
(2)
Learning Paradigms
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Applications Β· Data Science & Analytics
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Keywords
few-shot learning
(2)
semi-supervised learning
(1)
transfer learning
(1)
text classification
(1)
optimal transport
(1)
in-context learning
(1)
prompt engineering
(1)
neural machine translation
(1)
supervised learning
(1)
prompt-based learning
(1)
model merging
(1)
fisher information matrix
(1)
convolutional neural network
(1)
adam optimizer
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
computational cost
(1)
hallucination detection
(1)
prompt tuning
(1)
language model fine-tuning
(1)
Papers
Fishers for Free? Approximating the Fisher Information Matrix by Recycling the Squared Gradient Accumulator
ICML 2025
Evaluating the Factual Consistency of Large Language Models Through News Summarization
ACL 2023
TIES-Merging: Resolving Interference When Merging Models
NeurIPS 2023
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning
NeurIPS 2022
Isochrony-Aware Neural Machine Translation for Automatic Dubbing
Interspeech 2022
Improving and Simplifying Pattern Exploiting Training
EMNLP 2021
Optimal Transport-based Alignment of Learned Character Representations for String Similarity
ACL 2019