Pratik Devkota

According to our database, Pratik Devkota authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

LLMs in Action: Robust Metrics for Evaluating Automated Ontology Annotation Systems.

Ali Noori, Pratik Devkota, Somya D. Mohanty, Prashanti Manda

Inf., 2025

Optimizing large language models for ontology-based annotation: a study on gene ontology in biomedical texts.

Pratik Devkota, Somya D. Mohanty, Prashanti Manda

BioData Min., 2025

Automated SNOMED CT Concept Annotation in Clinical Text Using Bi-GRU Neural Networks.

Ali Noori, Pratik Devkota, Somya D. Mohanty, Prashanti Manda

Proceedings of the 12th International Conference on Bioinformatics Research and Applications, 2025

Leveraging Large Language Models and RNNs for Accurate Ontology-Based Text Annotation.

Pratik Devkota, Somya D. Mohanty, Prashanti Manda

Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025

2023

Improving the Evaluation of NLP Approaches for Scientific Text Annotation with Ontology Embedding-Based Semantic Similarity Metrics.

Pratik Devkota, Somya D. Mohanty, Prashanti Manda

Proceedings of the 20th International Conference on Natural Language Processing, 2023

Using Ontology Embeddings With Deep Learning Architectures to Improve Prediction of Ontology Concepts From Literature.

Pratik Devkota, Somya D. Mohanty, Prashanti Manda

Proceedings of the International Conference on Biomedical Ontologies 2023 together with the Workshop on Ontologies for Infectious and Immune-Mediated Disease Data Science (OIIDDS 2023) and the FAIR Ontology Harmonization and TRUST Data Interoperability Workshop (FOHTI 2023), Brasília, Brazil, August 28, 2023

Ontology-Powered Boosting for Improved Recognition of Ontology Concepts from Biological Literature.

Pratik Devkota, Somya D. Mohanty, Prashanti Manda

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022

A Gated Recurrent Unit based architecture for recognizing ontology concepts from biological literature.

Pratik Devkota, Somya D. Mohanty, Prashanti Manda

BioData Min., 2022

Knowledge of the Ancestors: Intelligent Ontology-aware Annotation of Biological Literature using Semantic Similarity.

Pratik Devkota, Somya D. Mohanty, Prashanti Manda

Proceedings of the International Conference on Biomedical Ontology 2022 (ICBO), Ann Arbor, Michigan, USA, September 25, 2022