Heuiseok Lim

Towards Privacy-Preserving Large Language Model: Text-free Inference Through Alignment and Adaptation ACL 2026 HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question Answering ACL 2026 I Know, but I Don’t Know! How Persona Conflict Undermines Instruction Adherence in Large Language Models EACL 2026 Towards Scalable Lifelong Knowledge Editing with Selective Knowledge Suppression ACL 2026 Reliable Evaluation Protocol for Low-Precision Retrieval ACL 2026 Unveiling the Limits of Large Language Models in Inferring Pragmatic Meaning from Non-Verbal Responses ACL 2026 LangSAE Editing: Improving Multilingual Information Retrieval via Post-hoc Language Identity Removal ACL 2026 CLEAR: Cross-Lingual Enhancement in Retrieval via Reverse-training ACL 2026 EASE: Entity-Aware Sub-table Generation for Real-world Multi-table QA ACL 2026 No Reader Left Behind: Multi-Agent Summaries Everyone Can Understand ACL 2026 The Impact of Negated Text on Hallucination with Large Language Models EMNLP 2025 Mixture-of-Clustered-Experts: Advancing Expert Specialization and Generalization in Instruction Tuning EMNLP 2025 REVISE: A Framework for Revising OCRed text in Practical Information Systems with Data Contamination Strategy ACL 2025 Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval ACL 2025 Semantic Aware Linear Transfer by Recycling Pre-trained Language Models for Cross-lingual Transfer ACL 2025 Find the Intention of Instruction: Comprehensive Evaluation of Instruction Understanding for Large Language Models NAACL 2025 FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models NAACL 2025 MIRAGE: A Metric-Intensive Benchmark for Retrieval-Augmented Generation Evaluation NAACL 2025 CharacterGPT: A Persona Reconstruction Framework for Role-Playing Agents NAACL 2025 MIGRATE: Cross-Lingual Adaptation of Domain-Specific LLMs through Code-Switching and Embedding Transfer COLING 2025 CoME: An Unlearning-based Approach to Conflict-free Model Editing NAACL 2025 K-HALU: Multiple Answer Korean Hallucination Benchmark for Large Language Models ICLR 2025 HAWK: Highlighting Entity-aware Knowledge for Alleviating Information Sparsity in Long Contexts EMNLP 2025 KoLEG: On-the-Fly Korean Legal Knowledge Editing with Continuous Retrieval EMNLP 2025 LimaCost: Data Valuation for Instruction Tuning of Large Language Models EMNLP 2025 StepKE: Stepwise Knowledge Editing for Multi-Hop Question Answering EMNLP 2025 Semantic Inversion, Identical Replies: Revisiting Negation Blindness in Large Language Models EMNLP 2025 MultiDocFusion : Hierarchical and Multimodal Chunking Pipeline for Enhanced RAG on Long Industrial Documents EMNLP 2025 Metric Calculating Benchmark: Code-Verifiable Complicate Instruction Following Benchmark for Large Language Models EMNLP 2025 TORSO: Template-Oriented Reasoning Towards General Tasks EMNLP 2025 Benchmark Profiling: Mechanistic Diagnosis of LLM Benchmarks EMNLP 2025 Cross-Lingual Optimization for Language Transfer in Large Language Models ACL 2025 Call for Rigor in Reporting Quality of Instruction Tuning Data ACL 2025 From Ambiguity to Accuracy: The Transformative Effect of Coreference Resolution on Retrieval-Augmented Generation systems ACL 2025 PANDA: Persona Attributes Navigation for Detecting and Alleviating Overuse Problem in Large Language Models EMNLP 2024 Length-aware Byte Pair Encoding for Mitigating Over-segmentation in Korean Machine Translation ACL 2024 KoCommonGEN v2: A Benchmark for Navigating Korean Commonsense Reasoning Challenges in Large Language Models ACL 2024 Towards Precise Localization of Critical Errors in Machine Translation ACL 2024 Detecting Critical Errors Considering Cross-Cultural Factors in English-Korean Translation COLING 2024 Leveraging Pre-existing Resources for Data-Efficient Counter-Narrative Generation in Korean COLING 2024 Ask, Assess, and Refine: Rectifying Factual Consistency and Hallucination in LLMs with Metric-Guided Feedback Learning EACL 2024 Hyper-BTS Dataset: Scalability and Enhanced Analysis of Back TranScription (BTS) for ASR Post-Processing EACL 2024 Generative Interpretation: Toward Human-Like Evaluation for Educational Question-Answer Pair Generation EACL 2024 Where am I? Large Language Models Wandering between Semantics and Structures in Long Contexts EMNLP 2024 Intelligent Predictive Maintenance RAG framework for Power Plants: Enhancing QA with StyleDFS and Domain Specific Instruction Tuning EMNLP 2024 Search if you don’t know! Knowledge-Augmented Korean Grammatical Error Correction with Large Language Models EMNLP 2024 Translation of Multifaceted Data without Re-Training of Machine Translation Systems EMNLP 2024 Explainable CED: A Dataset for Explainable Critical Error Detection in Machine Translation NAACL 2024 Exploring Inherent Biases in LLMs within Korean Social Context: A Comparative Analysis of ChatGPT and GPT-4 NAACL 2024 Beyond Candidates : Adaptive Dialogue Agent Utilizing Persona and Knowledge EMNLP 2023 Explore the Way: Exploring Reasoning Path by Bridging Entities for Effective Cross-Document Relation Extraction EMNLP 2023 CHEF in the Language Kitchen: A Generative Data Augmentation Leveraging Korean Morpheme Ingredients EMNLP 2023 Post-hoc Utterance Refining Method by Entity Mining for Faithful Knowledge Grounded Conversations EMNLP 2023 KEBAP: Korean Error Explainable Benchmark Dataset for ASR and Post-processing EMNLP 2023 Informative Evidence-guided Prompt-based Fine-tuning for English-Korean Critical Error Detection IJCNLP 2023 Informative Evidence-guided Prompt-based Fine-tuning for English-Korean Critical Error Detection AACL 2023 Improving Formality-Sensitive Machine Translation Using Data-Centric Approaches and Prompt Engineering ACL 2023 Towards Diverse and Effective Question-Answer Pair Generation from Children Storybooks ACL 2023 PEEP-Talk: A Situational Dialogue-based Chatbot for English Education ACL 2023 CReTIHC: Designing Causal Reasoning Tasks about Temporal Interventions and Hallucinated Confoundings EMNLP 2023 Call for Customized Conversation: Customized Conversation Grounding Persona and Knowledge AAAI 2022 PicTalky: Augmentative and Alternative Communication for Language Developmental Disabilities AACL 2022 Focus on FoCus: Is FoCus focused on Context, Knowledge and Persona? COLING 2022 QUAK: A Synthetic Quality Estimation Dataset for Korean-English Neural Machine Translation COLING 2022 Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling COLING 2022 KoCHET: A Korean Cultural Heritage Corpus for Entity-related Tasks COLING 2022 GRASP: Guiding Model with RelAtional Semantics Using Prompt for Dialogue Relation Extraction COLING 2022 KU X Upstage’s Submission for the WMT22 Quality Estimation: Critical Error Detection Shared Task EMNLP 2022 You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge EMNLP 2022 PicTalky: Augmentative and Alternative Communication for Language Developmental Disabilities IJCNLP 2022 A Dog Is Passing Over The Jet? A Text-Generation Dataset for Korean Commonsense Reasoning and Evaluation NAACL 2022 Should we find another model?: Improving Neural Machine Translation Performance with ONE-Piece Tokenization Method without Model Modification NAACL 2021 Capturing Speaker Incorrectness: Speaker-Focused Post-Correction for Abstractive Dialogue Summarization EMNLP 2021 BTS: Back TranScription for Speech-to-Text Post-Processor using Text-to-Speech-to-Text ACL 2021 Two Heads are Better than One? Verification of Ensemble Effect in Neural Machine Translation EMNLP 2021 BTS: Back TranScription for Speech-to-Text Post-Processor using Text-to-Speech-to-Text IJCNLP 2021 I Know What You Asked: Graph Path Learning using AMR for Commonsense Reasoning COLING 2020 An Effective Domain Adaptive Post-Training Method for BERT in Response Selection INTERSPEECH 2020 Character-Level Feature Extraction with Densely Connected Networks COLING 2018 Rich Character-Level Information for Korean Morphological Analysis and Part-of-Speech Tagging COLING 2018