Beong-woo Kwak
11 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
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large language model
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dialogue system
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reinforcement learning
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zero-shot learning
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knowledge distillation
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question answering
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transfer learning
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multimodal learning
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scene graph generation
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model forgetting
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reinforcement learning from human feedback
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reward function
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knowledge graph
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language model
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algorithmic reasoning
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synthetic datum
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recommendation system
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multi-turn dialogue
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reasoning model
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Papers
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
Can You Share Your Story? Modeling Clientsβ Metacognition and Openness for LLM Therapist Evaluation
ACL 2025
ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions
EMNLP 2025
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
Coffee-Gym: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code
EMNLP 2024
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning
NAACL 2022
Dual Task Framework for Improving Persona-Grounded Dialogue Dataset
AAAI 2022
TrustAL: Trustworthy Active Learning Using Knowledge Distillation
AAAI 2022