Publications for NER-based Term Extraction¶

This page lists research publications that have utilized the DroneNLP Term Extraction Dataset or are directly related to the task of extracting predefined entities from drone log messages.

Our Publications¶

Transformer-Based Named Entity Recognition on Drone Flight Logs to Support Forensic Investigation¶

Swardiantara Silalahi, Tohari Ahmad, Hudan Studiawan
IEEE Access, 2023 DOI Code

DroNER: Dataset for drone named entity recognition¶

Swardiantara Silalahi, Tohari Ahmad, Hudan Studiawan
Data in Brief, 2023 DOI Data

DFLER: Drone Flight Log Entity Recognizer to Support Forensic Investigation on Drone Device¶

Swardiantara Silalahi, Tohari Ahmad, Hudan Studiawan
Software Impacts, 2023 DOI Code

Named Entity Recognition for Drone Forensic Using BERT and DistilBERT¶

Swardiantara Silalahi, Tohari Ahmad, Hudan Studiawan
ICoDSA, 2022 DOI Code

Publications from Other Researchers¶

Flight Control System Knowledge Graph Construction Based On Aeronautical Domain Knowledge Augmented Large Language Model¶

Yi Fan, Yu Sun, Baigang Mi
ICAS, 2024 Paper