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Neural Language Models and Few Shot Learning for Systematic Requirements Processing in MDSE2022 ACM SIGPLAN International Conference on Software Language Engineering (SLE) conference-paper Computer Science Model-Driven Software Engineering Techniques
Vincent Bertram, Miriam Boß, Evgeny Kusmenko, Imke Helene Nachmann, Bernhard Rumpe⋆, Danilo Trotta, +1 more
12citations -
Technical Report on Neural Language Models and Few-Shot Learning for Systematic Requirements Processing in MDSE2022 RWTH Publications (RWTH Aachen) preprint Computer Science Software Engineering Research 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 Engineering Advanced Memory and Neural Computing 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
24citations -
E-mail autocomplete function using RNN Encoder-decoder sequence-to-sequence model2021 2021 5th International Conference on Electronics, Communication and Aerospace Technology (ICECA) conference-paper Computer Science Topic Modeling cited by 1 patent
Rohan Modi, Kush Naik, Tarjni Vyas, Shivani Desai, Sheshang Degadwala
3citations -
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 -
LLMs as designers of physics-constrained neural networks for constitutive modeling: a demonstration on hyperelastic solids2026 Machine learning for computational science and engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
M. Tacke, M. Busch, Kian Abdolazizi, Jonas Eichinger, Kevin Linka, Christian Johannes Cyron, +1 more
0citations