Mun Yong Yi
8 papers · 2014–2026 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (15) ๐ Conference Polyglot (5) ๐ Academic Marathon (12) ๐ Renaissance Researcher (7) ๐ Interdisciplinary Bridge
๐บ๏ธ
Taxonomy Completionist
(17)
๐งญ
Keyword Pioneer
โก
Prolific Year
(6)
Conferences
COLING (2)
EMNLP (2)
WACV (2)
MICCAI (1)
NAACL (1)
Top co-authors
Keywords
large language model
(3)
uncertainty quantification
(2)
multiple instance learning
(2)
model calibration
(2)
in-context learning
(1)
question answering
(1)
prompt engineering
(1)
confidence calibration
(1)
semantic matching
(1)
label smoothing
(1)
uncertainty estimation
(1)
medical diagnosis
(1)
whole slide image
(1)
recommender system
(1)
automated essay scoring
(1)
knowledge tracing
(1)
histopathology image
(1)
rationale generation
(1)
multi-trait scoring
(1)
sql query generation
(1)
Papers
Diagnose Like A REAL Pathologist: An Uncertainty-Focused Approach for Trustworthy Multi-Resolution Multiple Instance Learning
WACV 2026
Leveraging LLM-Generated Schema Descriptions for Unanswerable Question Detection in Clinical Data
COLING 2025
Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration
EMNLP 2025
Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing
EMNLP 2025
Rationale Behind Essay Scores: Enhancing S-LLMโs Multi-Trait Essay Scoring with Rationale Generated by LLMs
NAACL 2025
Uncertainty-Based Data-Wise Label Smoothing for Calibrating Multiple Instance Learning in Histopathology Image Classification
WACV 2025
MicroMIL: Graph-Based Multiple Instance Learning for Context-Aware Diagnosis with Microscopic Images
MICCAI 2025
Unsupervised Verb Inference from Nouns Crossing Root Boundary
COLING 2014