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Papers matching “LLM evaluation” 17

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Unified Multi-Scenario Summarization Evaluation and Explanation
2024 IEEE Transactions on Knowledge and Data Engineering article Computer Science Topic Modeling

Shuo Shang, Zhitao Yao, Hao Fu, Chongyang Tao, Xiuying Chen, Feng Wang, +3 more

4

citations
LLM powered echocardiography report structuring: a step towards precision medicine
2025 European Heart Journal article Computer Science Machine Learning in Healthcare

Wouter P M van der Loo, Viktor van der Valk, T J Van Den Broek, Douwe E. Atsma, Marius Staring, R.W.C. Scherptong

0

citations
Towards expert-level AI-based classification of coronary angiography reports: a comparison of LLM approaches
2025 European Heart Journal article Computer Science Machine Learning in Healthcare

Wouter P M van der Loo, Viktor van der Valk, T J Van Den Broek, Douwe E. Atsma, Marius Staring, R.W.C. Scherptong

0

citations
EC2Seq2Sql: Patient-trial matching with LLM agents
2026 PLoS ONE article Computer Science Machine Learning in Healthcare Open access

Liu Yang, Yongzhong Han, Liang Liu, Xiaoyan Jiang, Ying Li, Jihan Huang, +1 more

2

citations
An LLM-Driven Chatbot in Higher Education for Databases and Information Systems
2024 IEEE Transactions on Education article Computer Science Artificial Intelligence in Education Open access

Alexander Tobias Neumann, Yue Yin, Sulayman K. Sowe, Stefan Decker, Matthias Jarke

160

citations
LaMAS4PD - A Multi-Agent LLM Approach for Ontology-Driven Structuring of Engineering Knowledge in Industry 4.0
2026 Procedia CIRP article Computer Science Semantic Web and Ontologies Open access

Jonas Recker, Felix Hensen, Alexander Keuper, Günther Schuh

0

citations
Report on Efficient Conversational Large Language Models
2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Speech and dialogue systems Open access

Cornelius Glackin, Maria Inês Torres, David Thulke, Zoraida Callejas, Marvin Peinado, David Griol, +1 more

0

citations
Report on Efficient Conversational Large Language Models
2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Topic Modeling Open access

Cornelius Glackin, Maria Inês Torres, David Thulke, Zoraida Callejas, Marvin Peinado, David Griol, +1 more

0

citations
A Comparison of Human Capabilities and Large Language Models for Knowledge Representation with Ontologies of Non-Destructive Testing in Bridge Engineering
2026 Buildings article Computer Science Semantic Web and Ontologies Open access

Jan‐Iwo Jäkel, Eva Heinlein, Joy Sengupta, Hongjo Kim, Katharina Klemt-Albert

0

citations
Privacy-preserving large language models for structured medical information retrieval
2024 npj Digital Medicine article Computer Science Machine Learning in Healthcare Open access

Isabella C. Wiest, Dyke Ferber, Jiefu Zhu, Marko van Treeck, Sonja K. Meyer, Radhika Juglan, +6 more

135

citations
Assessing the value of artificial intelligence-based image analysis for pre-operative surgical planning of neck dissections and iENE detection in head and neck cancer patients
2025 Discover Oncology article Computer Science AI in cancer detection Open access

Benedikt Schmidl, Cosima C. Hoch, Markus Wirth, Barbara Wollenberg, Timon Hussain

4

citations
LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics
2024 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Thomas Bäck

98

citations
Multi-Step Reasoning with Large Language Models, a Survey
2025 ACM Computing Surveys article Computer Science Topic Modeling Open access

Aske Plaat, Annie Wong, Suzan Verberne, Joost Broekens, Bas van Stein, Thomas Bäck

36

citations
Large language models for structured cardiovascular data extraction: a foundation for scalable research and clinical applications
2025 European Heart Journal - Digital Health article Computer Science Machine Learning in Healthcare Open access

Wouter P M van der Loo, Viktor van der Valk, Tim van den Broek, Douwe E. Atsma, Marius Staring, Roderick W.C. Scherptong

5

citations
ReviewGraph: a knowledge graph embedding based framework for review rating prediction with sentiment features
2025 Leiden Repository (Leiden University) article Computer Science Sentiment Analysis and Opinion Mining Open access

A.J.W. de. Vink, N. Amat Lefort, L. Han

0

citations
Large language models for structured cardiovascular data extraction: a foundation for scalable research and clinical applications
2026 TNO Repository article Computer Science Machine Learning in Healthcare Open access

W. van der Loo, Viktor van der Valk, T. van den Broek, Douwe E. Atsma, M. Staring, R.W.C. Scherptong

0

citations
Hybrid Zero-Shot Interactive Navigation with LLMs: Path Planning Under Dual Constraints of Speech and Environment
2026 Robotics article Computer Science Robotic Path Planning Algorithms Open access

Fan Yang, Jing Wu, Timur Kuzu, Katharina Klemt-Albert

0

citations

17 results