VNLP: Turkish NLP Package

arXiv:2403.01309v1 Announce Type: cross
Abstract: In this work, we present VNLP: the first dedicated, complete, open-source, well-documented, lightweight, production-ready, state-of-the-art Natural Language Processing (NLP) package for the Turkish language. It contains a wide variety of tools, ranging from the simplest tasks, such as sentence splitting and text normalization, to the more advanced ones, such as text and token classification models. Its token classification models are based on "Context Model", a novel architecture that is both an encoder and an auto-regressive …

abstract advanced art arxiv cs.ai cs.cl cs.lg language language processing natural natural language natural language processing nlp normalization package processing production state tasks text tools type work