Kashun Shum
8 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(26)
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Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI · Artificial Intelligence
(7)
Machine Learning
(6)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Resources & Methods
(4)
Deep Learning
(3)
Application Areas
(2)
Applications
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
large language model
(2)
benchmark dataset
(2)
domain adaptation
(1)
model calibration
(1)
visual question answering
(1)
knowledge distillation
(1)
question answering
(1)
language model
(1)
prompt engineering
(1)
multimodal learning
(1)
prompt learning
(1)
instruction tuning
(1)
discrete optimization
(1)
simulated annealing
(1)
natural language generation
(1)
policy gradient
(1)
foundation model
(1)
parameter-efficient fine-tuning
(1)
multimodal large language model
(1)
benchmark evaluation
(1)
Papers
Predictive Data Selection: The Data That Predicts Is the Data That Teaches
ICML 2025
Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering
EMNLP 2025
FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation
EMNLP 2024
LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models
NAACL 2024
Plum: Prompt Learning using Metaheuristics
ACL 2024
RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models
ACL 2024
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data
EMNLP 2023
TILGAN: Transformer-based Implicit Latent GAN for Diverse and Coherent Text Generation
ACL 2021