SangKeun Lee

37 papers · 2018–2026 · 8 conferences · across top CS/AI conferences

Achievements

+11 more ↓

🏃 Academic Marathon (7) 🌍 Conference Polyglot (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (8)

🌈 Renaissance Researcher (6) 🌍 Conference Polyglot (8) 🏃 Academic Marathon (7) 🤝 Dynamic Duo (19) 🧬 Topic Evolution 💎 Century Club (36) 📈 Trend Setter ❓ The Questioner ⚡ Prolific Year (10) 🗃️ Keyword Collector (155) 🔥 Unstoppable (8)

Conferences

EMNLP (18) ACL (12) EACL (2) AAAI (1) AACL (1) COLING (1) IJCNLP (1) NAACL (1)

Top co-authors

Jun-Hyung Park (19) Yeachan Kim (18) Junho Kim (14) Mingyu Lee (10) Kang-Min Kim (7) Hyuntae Park (6) Wing-Lam Mok (5) Eojin Jeon (5) Joon-Young Choi (5) Youjin Kang (5)

Keywords

large language model (7) model compression (5) korean language (4) convolutional neural network (4) representation learning (4) parameter-efficient fine-tuning (4) knowledge distillation (4) language model (4) sentiment analysis (3) contrastive learning (3) word embedding (3) commonsense reasoning (3) curriculum learning (3) text classification (3) pre-trained language model (3) transformer architecture (2) out-of-distribution generalization (2) transfer learning (2) efficient computing (2) question answering (2)

Papers

PICTURE: Enhancing Theory-of-Mind in Large Language Models by Revealing, Not Hiding, Characters’ Lack of Knowledge ACL 2026 Incorporating Domain Knowledge into Materials Tokenization ACL 2025 Polishing Every Facet of the GEM: Testing Linguistic Competence of LLMs and Humans in Korean ACL 2025 Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP 2025 Bridging the Gap Between Molecule and Textual Descriptions via Substructure-aware Alignment EMNLP 2025 “Going to a trap house” conveys more fear than “Going to a mall”: Benchmarking Emotion Context Sensitivity for LLMs EMNLP 2025 Curriculum Debiasing: Toward Robust Parameter-Efficient Fine-Tuning Against Dataset Biases ACL 2025 Forward Knows Efficient Backward Path: Saliency-Guided Memory-Efficient Fine-tuning of Large Language Models ACL 2025 Zero-shot Commonsense Reasoning over Machine Imagination EMNLP 2024 SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science EMNLP 2024 MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science EMNLP 2024 Moleco: Molecular Contrastive Learning with Chemical Language Models for Molecular Property Prediction EMNLP 2024 Mentor-KD: Making Small Language Models Better Multi-step Reasoners EMNLP 2024 Towards Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Label Learning ACL 2024 SparseFlow: Accelerating Transformers by Sparsifying Information Flows ACL 2024 KOMBO: Korean Character Representations Based on the Combination Rules of Subcharacters ACL 2024 MolTRES: Improving Chemical Language Representation Learning for Molecular Property Prediction EMNLP 2024 Coconut: Contextualized Commonsense Unified Transformers for Graph-Based Commonsense Augmentation of Language Models ACL 2024 Dynamic Structure Pruning for Compressing CNNs AAAI 2023 Examining Consistency of Visual Commonsense Reasoning based on Person Grounding AACL 2023 Client-Customized Adaptation for Parameter-Efficient Federated Learning ACL 2023 “Why do I feel offended?” - Korean Dataset for Offensive Language Identification EACL 2023 DIVE: Towards Descriptive and Diverse Visual Commonsense Generation EMNLP 2023 Improving Bias Mitigation through Bias Experts in Natural Language Understanding EMNLP 2023 SMoP: Towards Efficient and Effective Prompt Tuning with Sparse Mixture-of-Prompts EMNLP 2023 Leap-of-Thought: Accelerating Transformers via Dynamic Token Routing EMNLP 2023 Examining Consistency of Visual Commonsense Reasoning based on Person Grounding IJCNLP 2023 Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network EMNLP 2022 Break it Down into BTS: Basic, Tiniest Subword Units for Korean EMNLP 2022 Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference ACL 2022 Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking EMNLP 2022 Handling Out-Of-Vocabulary Problem in Hangeul Word Embeddings EACL 2021 KOAS: Korean Text Offensiveness Analysis System EMNLP 2021 Adaptive Compression of Word Embeddings ACL 2020 Multi-pretraining for Large-scale Text Classification EMNLP 2020 Adaptive Convolution for Text Classification NAACL 2019 Learning to Generate Word Representations using Subword Information COLING 2018