Hyunkyung Bae
10 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Century Club · Bronze
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Learning Types · Machine Learning
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Optimization & Theory · Deep Learning
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Optimization & Theory · Machine Learning
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Keywords
dialogue system
(3)
large language model
(3)
conversational question answering
(2)
reinforcement learning
(1)
metric learning
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multi-task learning
(1)
benchmark evaluation
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in-context learning
(1)
prompt engineering
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dialogue generation
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response generation
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text generation
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semantic parsing
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information retrieval
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task-oriented dialogue
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entity disambiguation
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instruction following
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conversational search
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query reformulation
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knowledge distillation
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Papers
LLMs can be easily Confused by Instructional Distractions
ACL 2025
SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL
EMNLP 2025
SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models
NAACL 2025
Efficient Dynamic Hard Negative Sampling for Dialogue Selection
ACL 2024
IterCQR: Iterative Conversational Query Reformulation with Retrieval Guidance
NAACL 2024
Kosmic: Korean Text Similarity Metric Reflecting Honorific Distinctions
COLING 2024
MP2D: An Automated Topic Shift Dialogue Generation Framework Leveraging Knowledge Graphs
EMNLP 2024
Dialogizer: Context-aware Conversational-QA Dataset Generation from Textual Sources
EMNLP 2023
Injecting Comparison Skills in Task-Oriented Dialogue Systems for Database Search Results Disambiguation
ACL 2023
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model
ACL 2022