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Papers matching “LLM benchmark” 57

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BLADE: Benchmark suite for LLM-driven Automated Design and Evolution of iterative optimisation heuristics
2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Anna V. Kononova, Haoran Yin, Thomas Bäck

5

citations
Optimizing for Difference: LLM-Driven Benchmark Design for Maximum Solver Discriminability
2026 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Ananta Shahane, Bas van Stein

0

citations
PubMed Cache Data for SR-LLM Query Pipeline Benchmark
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Information Retrieval and Search Behavior Open access

Suguru Honda, Rachel Knevel, Erik B. van den Akker

0

citations
PubMed Cache Data for SR-LLM Query Pipeline Benchmark
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Information Retrieval and Search Behavior Open access

Suguru Honda, Rachel Knevel, Erik B. van den Akker

0

citations
MISHAP-Bench: A Hallucination Benchmark for Large Audio-Language Models
2026 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access

Zhi Wen Soi, Giulio Segalini, Jian-Jia Chen, Lydia Y. Chen

0

citations
TOSSS: a CVE-based Software Security Benchmark for Large Language Models
2026 arXiv (Cornell University) preprint Computer Science Software Engineering Research Open access

Marc Damie, Murat Bilgehan Ertan, Domenico Essoussi, Angela Makhanu, Gaëtan Peter, Roos Wensveen

0

citations
Configuring Large Reasoning Models Using Process Mining: A Benchmark and a Case Study
2026 Lecture notes in business information processing book-chapter Computer Science Topic Modeling Open access

Alessandro Berti, Humam Kourani, Gyunam Park, Wil M. P. van der Aalst

2

citations
Behaviour Space Analysis of LLM-Driven Meta-Heuristic Discovery
2026 Communications in computer and information science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Haoran Yin, Anna V. Kononova, Thomas Bäck, Gabriela Ochoa

3

citations
LLM Evaluation in Practice: A Review of Metrics, Practitioner Insights, and Lessons Learned
2026 Language Resources and Evaluation Conference (LREC) conference-paper Computer Science Topic Modeling Open access

Roos M. Bakker, Marianne Witte-Schaaphok, Julia García‐Fernández, Tom Brand, Jens van der Weide, Stephan Raaijmakers

0

citations
Both Ends Count! Just How Good are LLM Agents at "Text-to-Big SQL"?
2026 RWTH Publications (RWTH Aachen) conference-paper Computer Science Advanced Database Systems and Queries Open access

Germán T. Eizaguirre, Lars Tissen, Marc Sánchez‐Artigas

0

citations
Both Ends Count! Just How Good are LLM Agents at Text-to-“Big SQL”?
2026 conference-paper Computer Science Advanced Database Systems and Queries Open access

Germán T. Eizaguirre, Lars Tissen, Marc Sánchez‐Artigas

0

citations
Novelty-based Tree-of-Thought Search for LLM Reasoning and Planning
2026 arXiv (Cornell University) preprint Computer Science AI-based Problem Solving and Planning Open access

Leon Hamm, Zlatan Ajanović

0

citations
From Survey Personas to LLM Agents: A Generative Agent-based Simulation of Mobility Policy Preference Dynamics
2026 arXiv (Cornell University) preprint Computer Science Multi-Agent Systems and Negotiation Open access

Ali Torkayesha, Julia Offermann, Regina Gimpel, Linda Engelmann, Katrin Arning, Martina Ziefle, +1 more

0

citations
UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets
2025 conference-paper Computer Science Privacy-Preserving Technologies in Data Open access

1

citations
A benchmark of expert-level academic questions to assess AI capabilities
2026 Nature article Computer Science Topic Modeling Open access

Long Phan, Alice Gatti, Nathaniel Li, Adam Khoja, Richard Ren, Jason Hausenloy, +87 more

26

citations
In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics
2025 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Diederick Vermetten, Thomas Bäck

22

citations
TOSSS: a CVE-based Software Security Benchmark for Large Language Models
2026 Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands other Computer Science Software Engineering Research Open access

Marc Damie, Murat Bilgehan Ertan, Domenico Essoussi, Angela Makhanu, Gaëtan Peter, Roos Wensveen

0

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
Raw Results for BLADE: A Leakage-Safe Benchmarking Framework for LLM-Driven AutoML
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Machine Learning and Data Classification Open access

Sofoklis Kitharidis

0

citations
Raw Results for BLADE: A Leakage-Safe Benchmarking Framework for LLM-Driven AutoML
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Machine Learning and Data Classification Open access

Sofoklis Kitharidis

0

citations
LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms
2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Georgios Laskaris, Reuben Brasher, Bas van Stein, Elena Raponi, Thomas Bäck, Florian Neukart

0

citations
Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing LLM-based Multi-Agent Systems
2025 Underline Science Inc. other Computer Science AI-based Problem Solving and Planning Open access

0

citations
Learning to Prompt: Improving Student Engagement with Adaptive LLM-based High-School Tutoring
2026 arXiv (Cornell University) preprint Computer Science Intelligent Tutoring Systems and Adaptive Learning Open access

Po-Chin Chang, Nicholas Hogan, Aske Plaat, Michiel T. van der Meer

0

citations
Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing LLM-based Multi-Agent Systems
2025 conference-paper Computer Science AI-based Problem Solving and Planning Open access

Zhong-Ci Shi, Zhiwei Xu, Pengjie Ren, Zhaochun Ren, Zhumin Chen

0

citations
Beyond Imitation: Reflective On-Policy Self-Distillation for LLM Reasoning
2026 arXiv (Cornell University) preprint Computer Science Topic Modeling Open access

Ziqi Zhao, Xinyu Ma, Liu Yang, Yujie Feng, Daiting Shi, Jingzhou He, +3 more

0

citations