Heuiseok Lim

71 papers · 2018–2026 · 10 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (10) 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (110) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (10) 🏃 Academic Marathon (7) 🏠 Conference Loyalist (26) 🤝 Dynamic Duo (38) 🔬 Deep Specialist (16) 🏆 Keyword Champion (4) 💎 Century Club (70) ⚡ Prolific Year (15) ❓ The Questioner (5) 🔥 Unstoppable (6) 🗃️ Keyword Collector (288)

Conferences

EMNLP (26) ACL (13) COLING (11) NAACL (9) EACL (4) IJCNLP (3) AACL (2) AAAI (1) ICLR (1) INTERSPEECH (1)

Top co-authors

Chanjun Park (38) Hyeonseok Moon (31) Jaehyung Seo (30) Sugyeong Eo (21) JINSUNG KIM (14) DaHyun Jung (11) Seungyoon Lee (10) Seonmin Koo (10) Yoonna Jang (9) SeongTae Hong (9)

Research topics

Keywords

large language model (19) machine translation (8) text generation (8) korean language (7) dialogue system (7) question answering (6) retrieval-augmented generation (5) language model (5) automatic speech recognition (4) critical error detection (4) pre-trained language model (4) benchmark evaluation (4) language model evaluation (3) knowledge grounding (3) instruction tuning (3) knowledge graph (3) in-context learning (3) low-resource language (3) cross-lingual transfer (3) persona grounding (3)

Papers

I Know, but I Don’t Know! How Persona Conflict Undermines Instruction Adherence in Large Language Models EACL 2026

MIGRATE: Cross-Lingual Adaptation of Domain-Specific LLMs through Code-Switching and Embedding Transfer COLING 2025

TORSO: Template-Oriented Reasoning Towards General Tasks EMNLP 2025

CoME: An Unlearning-based Approach to Conflict-free Model Editing NAACL 2025

Benchmark Profiling: Mechanistic Diagnosis of LLM Benchmarks EMNLP 2025

Mixture-of-Clustered-Experts: Advancing Expert Specialization and Generalization in Instruction Tuning EMNLP 2025

The Impact of Negated Text on Hallucination with Large Language Models EMNLP 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

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

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

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

LimaCost: Data Valuation for Instruction Tuning of Large Language Models EMNLP 2025

KoLEG: On-the-Fly Korean Legal Knowledge Editing with Continuous Retrieval 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

CharacterGPT: A Persona Reconstruction Framework for Role-Playing Agents NAACL 2025

MIRAGE: A Metric-Intensive Benchmark for Retrieval-Augmented Generation Evaluation NAACL 2025

Ask, Assess, and Refine: Rectifying Factual Consistency and Hallucination in LLMs with Metric-Guided Feedback Learning EACL 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

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

PANDA: Persona Attributes Navigation for Detecting and Alleviating Overuse Problem in Large Language Models EMNLP 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

Improving Formality-Sensitive Machine Translation Using Data-Centric Approaches and Prompt Engineering ACL 2023

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 AACL 2023

Towards Diverse and Effective Question-Answer Pair Generation from Children Storybooks ACL 2023

Informative Evidence-guided Prompt-based Fine-tuning for English-Korean Critical Error Detection IJCNLP 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

PicTalky: Augmentative and Alternative Communication for Language Developmental Disabilities AACL 2022

You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge EMNLP 2022

Call for Customized Conversation: Customized Conversation Grounding Persona and Knowledge AAAI 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

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

KU X Upstage’s Submission for the WMT22 Quality Estimation: Critical Error Detection Shared Task EMNLP 2022

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 IJCNLP 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

Should we find another model?: Improving Neural Machine Translation Performance with ONE-Piece Tokenization Method without Model Modification NAACL 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

Rich Character-Level Information for Korean Morphological Analysis and Part-of-Speech Tagging COLING 2018

Character-Level Feature Extraction with Densely Connected Networks COLING 2018