GHANSHYAM VERMA

Employment

• Ollscoil na Gaillimhe – University of Galway Research Associate
  2021 - Present

Education

• LNM Institute of Information Technology Master of Technology (with specialisation in Data Analytics)
  ? - 2015
• Rajasthan Technical University Bachelor of Technology
  ? - 2013

Projects & Funding

Projects & funding information is unavailable.

Publications (15)

• EvalQAG: A Framework for Automatic Complex QA Generation and a Benchmark QA Dataset for Policy Documents
  The Proceedings of the 40th AAAI Conference on Artificial Intelligence (AAAI 2026) 2026
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• EvalQAG
  Proceedings of the AAAI Conference on Artificial Intelligence 2026 DOI: 10.1609/aaai.v40i46.41277
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• Mitigating Hallucination in Large Language Models (LLMs): An Application-Oriented Survey on RAG, Reasoning, and Agentic Systems
  ArXiv preprint 2025
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• Empowering Recommender Systems using Automatically Generated Knowledge Graphs and Reinforcement Learning
  Proceedings of the 5th Conference on Language, Data and Knowledge 2025
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• Improving Disease Diagnosis and Biomarker Identification using Data-Driven Machine Learning and Knowledge Graphs
  2025
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• Enabling personalised disease diagnosis by combining a patient’s time-specific gene expression profile with a biomedical knowledge base
  BMC Bioinformatics 2024 DOI: 10.1186/s12859-024-05674-0
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• HybridContextQA
  CEUR Workshop Proceedings 2024 DOI: 10.13025/29912
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• Intent Classification by the Use of Automatically Generated Knowledge Graphs
  Information 2023 DOI: 10.3390/info14050288
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• GenomicsKG: A Knowledge Graph to Visualize Poly-Omics Data
  Journal of Advances in Health 2019 DOI: 10.3724/SP.J.2640-8686.2019.0063
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• Ranked MSD: A New Feature Ranking and Feature Selection Approach for Biomarker Identification
  2019 DOI: 10.1007/978-3-030-29726-8_10
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