Henry Jin

ECG-QALM: Entity-Controlled Synthetic Text Generation using Contextual Q&A for NER

Named Entity Recognition (NER) state-of-the-art methods requires high-quality labeled datasets. Issues such as scarcity of labeled data, under-representation of entities, and privacy concerns with using sensitive data for training, can be significant barriers. Generating synthetic data to train mode…