A big data change detection system. - Carsten Lanquillon; Sigurd Schacht (DEC, 2016)

Knowledge-Grounded and Self-extending NER. - Sudarshan Kamath Barkur; Sigurd Schacht; Carsten Lanquillon (HCI (47), 2023)

PromptIE - Information Extraction with Prompt-Engineering and Large Language Models. - Sigurd Schacht; Sudarshan Kamath Barkur; Carsten Lanquillon (HCI (47), 2023)

Towards energy-efficient Deep Learning: An overview of energy-efficient approaches along the Deep Learning Lifecycle. - Vanessa Mehlin; Sigurd Schacht; Carsten Lanquillon (CoRR, 2023)

Systematic Evaluation of Different Approaches on Embedding Search. - Roman Aperdannier; Melanie Koeppel; Tamina Unger; Sigurd Schacht; Sudarshan Kamath Barkur (FICC (2), 2024)

PHOENIX: Open-Source Language Adaption for Direct Preference Optimization. - Matthias Uhlig; Sigurd Schacht; Sudarshan Kamath Barkur (CoRR, 2024)

A Review of Common Online Speaker Diarization Methods. - Roman Aperdannier; Sigurd Schacht; Alexander Piazza (CoRR, 2024)

Systematic Evaluation of Online Speaker Diarization Systems Regarding their Latency. - Roman Aperdannier; Sigurd Schacht; Alexander Piazza (CoRR, 2024)

An approach to optimize inference of the DIART speaker diarization pipeline. - Roman Aperdannier; Sigurd Schacht; Alexander Piazza (CoRR, 2024)

Inference Optimizations for Large Language Models: Effects, Challenges, and Practical Considerations. - Leo Donisch; Sigurd Schacht; Carsten Lanquillon (CoRR, 2024)

Mechanistic Exploration of the Architectural Impact of DPO Fine-Tuning on Ethical Alignment in LLMs. - Fabian Maag; Betiel Woldai; Sigurd Schacht (HCI (55), 2025)

Mapping Moral Reasoning Circuits: A Mechanistic Analysis of Ethical Decision-Making in Large Language Models. - Sigurd Schacht; Carsten Lanquillon (HCI (55), 2025)

"Which vocational training program is best for me?" - Design of a recommender system for school students using large language models. - Alexander Piazza; Sigurd Schacht; Michael Herzog (UMAP (Adjunct Publication), 2025)

Deception in LLMs: Self-Preservation and Autonomous Goals in Large Language Models. - Sudarshan Kamath Barkur; Sigurd Schacht; Johannes Scholl (CoRR, 2025)

eDIF: A European Deep Inference Fabric for Remote Interpretability of LLM. - Irma Heithoff. Marc Guggenberger; Sandra Kalogiannis; Susanne Mayer; Fabian Maag; Sigurd Schacht; Carsten Lanquillon (CoRR, 2025)