NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition. - Elena Merdjanovska; Ansar Aynetdinov; Alan Akbik (EMNLP, 2024)

OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMs. - Patrick Haller 002; Ansar Aynetdinov; Alan Akbik (NAACL (Demonstrations), 2024)

SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity. - Ansar Aynetdinov; Alan Akbik (CoRR, 2024)

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM. - Maximilian Mews; Ansar Aynetdinov; Vivian Schiller; Peter Eisert; Alan Akbik (CoRR, 2024)

Pre-Training Curriculum for Multi-Token Prediction in Language Models. - Ansar Aynetdinov; Alan Akbik (ACL (1), 2025)