EMNLP 2026 Skill Retrieval Datasets

When Synthetic Data Hurts: On Catastrophic Forgetting in Skill Retrieval for LLM Agents This Readme file serves as a guide for using the two datasets we presented in our paper: Harbor Trial dataset which consists of real task execution data and Track B dataset which contains synthetic data. Those datasets are intended to finetune your own skill retrieval solutions and recipes and serve as a common ground to compare new catastrophic forgetting mitigation methodologies with our… See the full description on the dataset page: huggingface.co/datasets/manulife/emnlp2026_dataset.