Toma Suzuki
3 papers · 2025–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
π
Conference Polyglot
(3)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ACL (1)
COLING (1)
NAACL (1)
Top co-authors
Keywords
model robustness
(1)
instruction tuning
(1)
evaluation framework
(1)
rational reasoning
(1)
language model robustness
(1)
vision-language model
(1)
vulnerability detection
(1)
multimodal evaluation
(1)
vulnerability analysis
(1)
distribution prediction
(1)
large language model
(1)
task-specific vulnerability
(1)
model vulnerability
(1)
output reliability
(1)
template overfitting
(1)
instruction template
(1)
human interpretation alignment
(1)
critic review
(1)
response distribution
(1)
superficial expression
(1)
Papers
Superfluous Instruction: Vulnerabilities Stemming from Task-Specific Superficial Expressions in Instruction Templates
ACL 2025
IRR: Image Review Ranking Framework for Evaluating Vision-Language Models
COLING 2025
Reliability of Distribution Predictions by LLMs: Insights from Counterintuitive Pseudo-Distributions
NAACL 2025