Beong-woo Kwak
11 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (34) 🤝 Dynamic Duo (11) 💎 Century Club · Bronze
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Keyword Collector
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The Questioner
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Prolific Year · Productive
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Research topics
Artificial Intelligence
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Core AI
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Deep Learning
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Machine Learning
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Natural Language Processing
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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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Models
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Reinforcement Learning
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Methods
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Resources & Methods
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Data Science & Analytics
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Healthcare & Medicine
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Interdisciplinary
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Keywords
large language model
(6)
dialogue system
(3)
reinforcement learning
(2)
zero-shot learning
(1)
knowledge distillation
(1)
question answering
(1)
transfer learning
(1)
multimodal learning
(1)
scene graph generation
(1)
model forgetting
(1)
reinforcement learning from human feedback
(1)
reward function
(1)
knowledge graph
(1)
language model
(1)
algorithmic reasoning
(1)
synthetic data
(1)
recommendation system
(1)
multi-turn dialogue
(1)
reasoning model
(1)
chain-of-thought reasoning
(1)
Papers
Can You Share Your Story? Modeling Clients’ Metacognition and Openness for LLM Therapist Evaluation
ACL 2025
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics
NAACL 2025
LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study
ACL 2025
One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL
ACL 2025
ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions
EMNLP 2025
Coffee-Gym: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code
EMNLP 2024
Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models
EMNLP 2024
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset
ACL 2024
Dual Task Framework for Improving Persona-Grounded Dialogue Dataset
AAAI 2022
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning
NAACL 2022
TrustAL: Trustworthy Active Learning Using Knowledge Distillation
AAAI 2022