Sang-Woo Lee
28 papers · 2016–2025 · 10 venues · across top CS/AI venues
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Achievements
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Keyword Trendsetter Combo
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Dynamic Duo
(12)
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Topic Evolution
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Keyword Champion
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Keyword Pioneer
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Unstoppable Β· Silver
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The Questioner
(2)
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Keyword Collector
(132)
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Renaissance Researcher
(5)
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Century Club Β· Bronze
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Prolific Year Β· Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(18)
Machine Learning
(17)
Natural Language Processing
(16)
Core AI
(14)
Deep Learning
(13)
Learning Types Β· Machine Learning
(13)
Learning Types Β· Deep Learning
(10)
Learning Paradigms
(8)
Applications
(7)
Generation
(7)
Resources & Methods
(7)
Core Methods
(5)
Models
(5)
Optimization & Theory
(4)
Computer Vision
(3)
Keywords
large language model
(7)
in-context learning
(5)
few-shot learning
(5)
dialogue system
(4)
open-domain question answering
(3)
question answering
(3)
dialog system
(2)
korean language
(2)
neural network
(2)
transfer learning
(2)
reinforcement learning
(2)
visual dialog
(2)
dialogue state tracking
(2)
goal-oriented dialog
(2)
prompt engineering
(2)
zero-shot learning
(2)
language modeling
(2)
knowledge distillation
(2)
question generation
(2)
text classification
(1)
Papers
Building Helpful-Only Large Language Models: A Complete Approach from Motivation to Evaluation
IJCNLP 2025
How Well Can Reasoning Models Identify and Recover from Unhelpful Thoughts?
EMNLP 2025
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs
ICLR 2024
Asking Clarification Questions to Handle Ambiguity in Open-Domain QA
EMNLP 2023
Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning
ACL 2023
Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners
AAAI 2023
Query-Efficient Black-Box Red Teaming via Bayesian Optimization
ACL 2023
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP
EMNLP 2023
Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method
COLING 2022
Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models
NAACL 2022
Continuous Decomposition of Granularity for Neural Paraphrase Generation
COLING 2022
Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations
EMNLP 2022
Keep Me Updated! Memory Management in Long-term Conversations
EMNLP 2022
Mutual Information Divergence: A Unified Metric for Multimodal Generative Models
NeurIPS 2022
On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model
NAACL 2022
Plug-and-Play Adaptation for Continuously-updated QA
ACL 2022
Two-Step Question Retrieval for Open-Domain QA
ACL 2022
GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation
EMNLP 2021
NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation
ACL 2021
Weakly Supervised Pre-Training for Multi-Hop Retriever
ACL 2021
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers
EMNLP 2021
ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers
Interspeech 2020
Efficient Dialogue State Tracking by Selectively Overwriting Memory
ACL 2020
Large-Scale Answerer in Questioner's Mind for Visual Dialog Question Generation
ICLR 2019
Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog
NeurIPS 2018
Overcoming Catastrophic Forgetting by Incremental Moment Matching
NeurIPS 2017
Dual-Memory Deep Learning Architectures for Lifelong Learning of Everyday Human Behaviors
IJCAI 2016
Multimodal Residual Learning for Visual QA
NeurIPS 2016