Understanding LLM Development Through Longitudinal Study: Insights from the Open Ko-LLM Leaderboard

CharacterGPT: A Persona Reconstruction Framework for Role-Playing Agents

LCIRC: A Recurrent Compression Approach for Efficient Long-form Context and Query Dependent Modeling in LLMs

Find the Intention of Instruction: Comprehensive Evaluation of Instruction Understanding for Large Language Models

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

FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models

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

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

Representing the Under-Represented: Cultural and Core Capability Benchmarks for Developing Thai Large Language Models

sDPO: Don’t Use Your Data All at Once