Year: 2025
Type: conference-paper
Abstract: We propose a novel method to integrate a Conditional Variational Autoencoder (CVAE) into a span-based Named Entity Recognition (NER) model.This approach models shared and unshared information among labels in multiple datasets, thereby easing training on these datasets.Experimental results using multiple biomedical datasets demonstrate the effectiveness of the proposed method, showing improved performance on the BioRED dataset.Our source code for this implementation is publicly available at GitHub 1 .
Authors: Taku Oi, Makoto Miwa
Institution: Toyota Technological Institute
Language: English
Topic: Topic Modeling
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
OpenAlex ID: W4412889551