Sangryul Kim
7 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
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Prolific Year · Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Natural Language Processing
(4)
Core AI
(3)
Applications
(2)
Core Methods
(2)
Resources & Methods
(2)
Computer Vision
(1)
Deep Learning
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
language model
(2)
question answering
(2)
probabilistic modeling
(1)
binary classification
(1)
preference learning
(1)
confidence calibration
(1)
token efficiency
(1)
error handling
(1)
probabilistic filtering
(1)
vision-language model
(1)
user feedback
(1)
constrained decoding
(1)
generative retrieval
(1)
preference data
(1)
domain gap
(1)
query generation
(1)
diagram description
(1)
latent supervision
(1)
medical record
(1)
sql query generation
(1)
Papers
Context Filtering with Reward Modeling in Question Answering
COLING 2025
From Evidence to Belief: A Bayesian Epistemology Approach to Language Models
NAACL 2025
Learning to Insert [PAUSE] Tokens for Better Reasoning
ACL 2025
Leveraging LLM-Generated Schema Descriptions for Unanswerable Question Detection in Clinical Data
COLING 2025
Sightation Counts: Leveraging Sighted User Feedback in Building a BLV-aligned Dataset of Diagram Descriptions
ACL 2025
ProbGate at EHRSQL 2024: Enhancing SQL Query Generation Accuracy through Probabilistic Threshold Filtering and Error Handling
NAACL 2024
Re3val: Reinforced and Reranked Generative Retrieval
EACL 2024