Jaewoo Kang

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