Jaewoo Kang

Benchmarking Direct Preference Optimization for Medical Large Vision–Language Models EACL 2026 SCRIPTMIND: Crime Script Inference and Cognitive Evaluation for LLM-based Social Engineering Scam Detection System EACL 2026 The Curious Case of Analogies: Investigating Analogical Reasoning in Large Language Models AAAI 2026 Ask Optimal Questions: Aligning Large Language Models with Retriever’s Preference in Conversation NAACL 2025 Assessing LLM Reasoning Steps via Principal Knowledge Grounding EMNLP 2025 ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains ICLR 2025 Cradle-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement AAAI 2025 DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework ACL 2025 Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information ACL 2025 ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage NAACL 2025 Learning from Negative Samples in Biomedical Generative Entity Linking ACL 2025 Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards EMNLP 2025 Monet: Mixture of Monosemantic Experts for Transformers ICLR 2025 Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language Models ACL 2025 Rationale-Guided Retrieval Augmented Generation for Medical Question Answering NAACL 2025 CompAct: Compressing Retrieved Documents Actively for Question Answering EMNLP 2024 CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions COLING 2024 Fine-tuning CLIP Text Encoders with Two-step Paraphrasing EACL 2024 KU-DMIS at EHRSQL 2024 : Generating SQL query via question templatization in EHR NAACL 2024 KU-DMIS at MEDIQA-CORR 2024: Exploring the Reasoning Capabilities of Small Language Models in Medical Error Correction NAACL 2024 TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models NeurIPS 2024 Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations ACL 2023 KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization ACL 2023 LIQUID: A Framework for List Question Answering Dataset Generation AAAI 2023 Optimizing Test-Time Query Representations for Dense Retrieval ACL 2023 Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models EMNLP 2023 Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu Framework EMNLP 2022 Consistency Training with Virtual Adversarial Discrete Perturbation NAACL 2022 DyGRAIN: An Incremental Learning Framework for Dynamic Graphs IJCAI 2022 FaVIQ: FAct Verification from Information-seeking Questions ACL 2022 Generating Information-Seeking Conversations from Unlabeled Documents EMNLP 2022 KU_ED at SocialDisNER: Extracting Disease Mentions in Tweets Written in Spanish COLING 2022 Simple Questions Generate Named Entity Recognition Datasets EMNLP 2022 Can Language Models be Biomedical Knowledge Bases? EMNLP 2021 HOTR: End-to-End Human-Object Interaction Detection With Transformers CVPR 2021 “Killing Me” Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism EACL 2021 Learning Dense Representations of Phrases at Scale ACL 2021 Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering ACL 2021 Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction NeurIPS 2021 Adversarial Subword Regularization for Robust Neural Machine Translation EMNLP 2020 Answering Questions on COVID-19 in Real-Time EMNLP 2020 Biomedical Entity Representations with Synonym Marginalization ACL 2020 Contextualized Sparse Representations for Real-Time Open-Domain Question Answering ACL 2020 Look at the First Sentence: Position Bias in Question Answering EMNLP 2020 MAPS: Multi-Agent reinforcement learning-based Portfolio management System. IJCAI 2020 Robust Neural Networks inspired by Strong Stability Preserving Runge-Kutta methods ECCV 2020 UnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection ECCV 2020 Graph Transformer Networks NeurIPS 2019 KitcheNette: Predicting and Ranking Food Ingredient Pairings using Siamese Neural Network IJCAI 2019 Self-Attention Graph Pooling ICML 2019 Content-Aware Hierarchical Point-of-Interest Embedding Model for Successive POI Recommendation IJCAI 2018 Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering EMNLP 2018 Name Nationality Classification with Recurrent Neural Networks IJCAI 2017