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Tharaniya Sairaj R.

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affiliation: Indian Institute of Information Technology Kottayam, India

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2020 – today

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2025
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Tharaniya Sairaj R., S. R. Balasundaram:
Ontology Mapping for Retrieval Augmented Modelling to Reduce Factual Hallucinations in Pretrained Language Model-Based Auto-Generated Questions. Appl. Ontology 20(1): 69-88 (2025)
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Tharaniya Sairaj R., S. R. Balasundaram:
Ensemble learning with RAG model to reduce redundant question topics in auto-generated exam questions. Discov. Comput. 28(1): 161 (2025)
2024
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Tharaniya Sairaj R., S. R. Balasundaram:
Fine-Tuned T5 Transformer with LSTM and Spider Monkey Optimizer for Redundancy Reduction in Automatic Question Generation. SN Comput. Sci. 5(5): 475 (2024)
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Tharaniya Sairaj R., S. R. Balasundaram:
Exploring SPARQL query types to improve ontology mapping and retrieval augmented modelling for auto-generated questions (short paper). JOWO 2024
2021
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Tharaniya Sairaj R., S. R. Balasundaram:
An Entailment Analysis Based Entity Mapping To Improve Automatic Question Generation. COMAD/CODS 2021: 424

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