The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing

D Banerjee, PA Nair, R Usbeck, C Biemann - arXiv preprint arXiv …, 2023 - arxiv.org
In this work, we analyse the role of output vocabulary for text-to-text (T2T) models on the task
of SPARQL semantic parsing. We perform experiments within the the context of knowledge …

Knowledge Graph Question Answering with Generative Language Models

D Banerjee - 2024 - search.proquest.com
Abstract A Knowledge Graph (KG) is a data structure that stores information about the world
in the form of nodes and edges. The nodes represent people, places, things etc., while the …

An empirical analysis of leveraging knowledge for low-resource task-oriented semantic parsing

M Kulkarni, A Zhong, NG Des Mesnards… - Findings of the …, 2023 - aclanthology.org
Task-oriented semantic parsing has drawn a lot of interest from the NLP community, and
especially the voice assistant industry as it enables representing the meaning of user …