Search Results for author: Pouya G. Omran

Found 2 papers, 1 papers with code

Leveraging Large Language Models for Semantic Query Processing in a Scholarly Knowledge Graph

no code implementations24 May 2024 Runsong Jia, BoWen Zhang, Sergio J. Rodríguez Méndez, Pouya G. Omran

DDM enables a fine-grained representation of the hierarchical structure and semantic relationships within academic papers, while KGQP leverages the KG structure to improve query accuracy and efficiency with LLMs.

Natural Language Understanding

TNNT: The Named Entity Recognition Toolkit

1 code implementation31 Aug 2021 Sandaru Seneviratne, Sergio J. Rodríguez Méndez, Xuecheng Zhang, Pouya G. Omran, Kerry Taylor, Armin Haller

Extraction of categorised named entities from text is a complex task given the availability of a variety of Named Entity Recognition (NER) models and the unstructured information encoded in different source document formats.

graph construction named-entity-recognition +2

Cannot find the paper you are looking for? You can Submit a new open access paper.