Sungdong Kim
23 papers · 2019–2025 · 7 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (48) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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(10)
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The Questioner
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Prolific Year · Productive
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Research topics
Natural Language Processing
(19)
Artificial Intelligence
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Machine Learning
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Core AI
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Resources & Methods
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Deep Learning
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Learning Types · Machine Learning
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Generation
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Learning Types · Deep Learning
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Applications
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Optimization & Theory
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Application Areas
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Learning Paradigms
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Models
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Computer Vision
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Keywords
large language model
(10)
dialogue system
(6)
in-context learning
(4)
question answering
(3)
information retrieval
(3)
zero-shot learning
(3)
reward modeling
(2)
reinforcement learning
(2)
dialogue state tracking
(2)
language model alignment
(2)
task-oriented dialogue
(2)
conversational search
(2)
few-shot learning
(2)
language model adaptation
(1)
multilingual nlp
(1)
knowledge distillation
(1)
semi-supervised learning
(1)
preference learning
(1)
passage retrieval
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transfer learning
(1)
Papers
Ask Optimal Questions: Aligning Large Language Models with Retriever’s Preference in Conversation
NAACL 2025
Generative Prompt Internalization
NAACL 2025
KMMLU: Measuring Massive Multitask Language Understanding in Korean
NAACL 2025
Aligning Large Language Models by On-Policy Self-Judgment
ACL 2024
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
ICLR 2024
LangBridge: Multilingual Reasoning Without Multilingual Supervision
ACL 2024
Prometheus: Inducing Fine-Grained Evaluation Capability in Language Models
ICLR 2024
Rethinking the Role of Proxy Rewards in Language Model Alignment
EMNLP 2024
Revealing User Familiarity Bias in Task-Oriented Dialogue via Interactive Evaluation
ACL 2024
Aligning Large Language Models through Synthetic Feedback
EMNLP 2023
Gradient Ascent Post-training Enhances Language Model Generalization
ACL 2023
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization
NeurIPS 2023
The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training
CVPR 2023
Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models
EMNLP 2023
Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models
NAACL 2022
Generating Information-Seeking Conversations from Unlabeled Documents
EMNLP 2022
Keep Me Updated! Memory Management in Long-term Conversations
EMNLP 2022
On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model
NAACL 2022
Saving Dense Retriever from Shortcut Dependency in Conversational Search
EMNLP 2022
Can Language Models be Biomedical Knowledge Bases?
EMNLP 2021
NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation
ACL 2021
Efficient Dialogue State Tracking by Selectively Overwriting Memory
ACL 2020
QADiver: Interactive Framework for Diagnosing QA Models
AAAI 2019