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Technical Report on Neural Language Models and Few-Shot Learning for Systematic Requirements Processing in MDSE2022 RWTH Publications (RWTH Aachen) preprint Computer Science Model-Driven Software Engineering Techniques Open access
Vincent Bertram, Miriam Boß, Evgeny Kusmenko, Imke Helene Nachmann, Bernhard Rumpe⋆, Danilo Trotta, +1 more
2citations -
NESTML: a generic modeling language and code generation tool for the simulation of spiking neural networks with advanced plasticity rules2025 Frontiers in Neuroinformatics article Neuroscience Neural dynamics and brain function Open access
Charl Linssen, Pooja N. Babu, Jochen Martin Eppler, Luca Koll, Bernhard Rumpe⋆, Abigail Morrison
8citations -
Revisiting the Relation Between Language Model Perplexity and ASR Word Error Rate for Modern End-to-End Speech Recognition2026 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access
Mohammad Zeineldeen, Albert Zeyer, Haoran Zhang, Robin Schmitt, Ralf Schlüter, Hermann Ney
0citations -
Analog in-memory computing attention mechanism for fast and energy-efficient large language models2025 Nature Computational Science article Engineering Advanced Memory and Neural Computing Open access cited by 1 patent
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, +1 more
30citations -
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models2024 JuSER (Forschungszentrum Jülich) article Engineering Advanced Memory and Neural Computing Open access
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, +1 more
0citations -
Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers2025 neural information processing systems conference-paper Computer Science Information Retrieval and Search Behavior Open access
Zhengliang Shi, Lingyong Yan, Dawei Yin, Suzan Verberne, Maarten de Rijke, Zhaochun Ren
2citations -
ConGen—A Simulator-Agnostic Visual Language for Definition and Generation of Connectivity in Large and Multiscale Neural Networks2022 Frontiers in Neuroinformatics article Neuroscience Neural dynamics and brain function Open access
Patrick Herbers, Iago Calvo, Sandra Diaz-Pier, Óscar D. Robles, Susana Mata, Pablo Toharia, +4 more
0citations -
Query Performance Prediction Using Relevance Judgments Generated by Large Language Models2025 ACM Transactions on Information Systems article Computer Science Information Retrieval and Search Behavior Open access
Chuan Meng, Negar Arabzadeh, Arian Askari, Mohammad Aliannejadi, Maarten de Rijke
23citations -
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models2024 Research Square preprint Engineering Advanced Memory and Neural Computing Open access cited by 1 patent
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan
5citations