Ting-Rui Chiang
10 papers · 2019–2026 · 6 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (27) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze
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Research topics
Machine Learning
(8)
Natural Language Processing
(8)
Applications
(5)
Core Methods
(4)
Generation
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Architectures
(2)
Core AI
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
semantic analysis
(2)
attention mechanism
(2)
in-context learning
(2)
cross-lingual transfer
(1)
intent classification
(1)
question answering
(1)
task-oriented dialogue
(1)
language modeling
(1)
k-nearest neighbor
(1)
multilingual machine translation
(1)
text generation
(1)
neural text generation
(1)
natural language understanding
(1)
machine reading comprehension
(1)
natural language inference
(1)
dialogue state tracking
(1)
joint modeling
(1)
low-resource language
(1)
symbolic reasoning
(1)
sample efficiency
(1)
Papers
Pelican Soup Framework: A Theoretical Framework for Language Model Capabilities
EACL 2026
The Rotary Position Embedding May Cause Dimension Inefficiency in Attention Heads for Long-Distance Retrieval
ACL 2025
On Retrieval Augmentation and the Limitations of Language Model Training
NAACL 2024
On a Benefit of Masked Language Model Pretraining: Robustness to Simplicity Bias
IJCNLP 2023
The Distributional Hypothesis Does Not Fully Explain the Benefits of Masked Language Model Pretraining
EMNLP 2023
Breaking Down Multilingual Machine Translation
ACL 2022
Improving Dialogue State Tracking by Joint Slot Modeling
EMNLP 2021
Relating Neural Text Degeneration to Exposure Bias
EMNLP 2021
An Empirical Study of Content Understanding in Conversational Question Answering
AAAI 2020
Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems
NAACL 2019