Tyler McDonald
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
❓
The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Application Areas
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Applications
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
large language model
(4)
text classification
(2)
question decomposition
(1)
prompt engineering
(1)
prompt-based learning
(1)
bias detection
(1)
llm evaluation
(1)
bias mitigation
(1)
reasoning capability
(1)
student model
(1)
fairness evaluation
(1)
teacher model
(1)
benchmark evaluation
(1)
offensive content
(1)
knowledge distillation
(1)
Papers
Can We Afford The Perfect Prompt? Balancing Cost and Accuracy with the Economical Prompting Index
COLING 2025
NYT-Connections: A Deceptively Simple Text Classification Task that Stumps System-1 Thinkers
COLING 2025
STOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive Progressions
EMNLP 2024
Trace-of-Thought Prompting: Investigating Prompt-Based Knowledge Distillation Through Question Decomposition
ACL 2024