Misuk Kim
7 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
Venues
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Research topics
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core AI
(4)
Machine Learning
(3)
Applications · Natural Language Processing
(3)
Deep Learning
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Healthcare & Medicine
(1)
Applications · Computer Science
(1)
Architectures
(1)
Clinical
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Keywords
question answering
(2)
dialogue state tracking
(2)
text classification
(2)
information extraction
(1)
conversational ai
(1)
named entity recognition
(1)
text generation
(1)
discriminative learning
(1)
belief state
(1)
benchmark dataset
(1)
downstream task
(1)
hallucination mitigation
(1)
evaluation metric
(1)
pre-trained language model
(1)
multi-turn dialogue
(1)
commonsense reasoning
(1)
masked language modeling
(1)
graph convolutional network
(1)
dialogue system
(1)
korean language
(1)
Papers
From Curiosity to Clarity : Exploring the Impact of Consecutive Why-Questions
NAACL 2025
Lightweight Query Checkpoint: Classifying Faulty User Queries to Mitigate Hallucinations in Large Language Model Question Answering
ACL 2025
ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases
EMNLP 2024
Hierarchical Graph Convolutional Network Approach for Detecting Low-Quality Documents
COLING 2024
Headline Token-based Discriminative Learning for Subheading Generation in News Article
EACL 2023
Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking
ACL 2022
Oh My Mistake!: Toward Realistic Dialogue State Tracking including Turnback Utterances
EMNLP 2022