Tianyou Song

Few-shot Name Entity Recognition on StackOverflow

2024 · arXiv (Cornell University)

StackOverflow, with its vast question repository and limited labeled examples, raise an annotation challenge for us. We address this gap by proposing RoBERTa+MAML, a few-shot named entity recognition (NER) method leveraging meta-learning. Our approach, evaluated …