Ting-Yun Chang
10 papers · 2016–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (36) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§
Keyword Pioneer
ποΈ
Keyword Collector
(61)
π
Trend Setter
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β
The Questioner
(3)
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(9)
Deep Learning
(7)
Machine Learning
(7)
Learning Types Β· Deep Learning
(7)
Natural Language Processing
(5)
Learning Types Β· Machine Learning
(5)
Resources & Methods
(4)
Models
(3)
Core Methods
(2)
Learning Paradigms
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Applications
(1)
Keywords
transfer learning
(3)
large language model
(2)
pre-trained language model
(2)
in-context learning
(2)
hierarchical classification
(1)
semantic interpretation
(1)
catastrophic forgetting
(1)
vision-language model
(1)
multimodal learning
(1)
multi-label classification
(1)
network pruning
(1)
natural language understanding
(1)
semantic parsing
(1)
model interpretability
(1)
model decomposition
(1)
word meaning
(1)
knowledge graph
(1)
convolutional neural network
(1)
word sense disambiguation
(1)
benchmark evaluation
(1)
Papers
Why Do Some Inputs Break Low-Bit LLM Quantization?
EMNLP 2025
Do Localization Methods Actually Localize Memorized Data in LLMs? A Tale of Two Benchmarks
NAACL 2024
When Parts Are Greater Than Sums: Individual LLM Components Can Outperform Full Models
EMNLP 2024
Data Curation Alone Can Stabilize In-context Learning
ACL 2023
CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks
NeurIPS 2022
Rethinking Why Intermediate-Task Fine-Tuning Works
EMNLP 2021
Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks
EMNLP 2020
Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding
EMNLP 2019
What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition
EMNLP 2019
A Meaning-based English Math Word Problem Solver with Understanding, Reasoning and Explanation
COLING 2016