SDUs DAISY: A Benchmark for Danish Culture

2026 · arXiv preprint

Nielsen, Jacob; Beltoft, Stine L.; Schneider-Kamp, Peter; Poech, Lukas Galke

Publication link · arXiv

LLMs Can Leak Training Data But Do They Want To? A Propensity-Aware Evaluation of Memorization in LLMs

2026 · arXiv preprint

Barmina, Gianluca; Schneider-Kamp, Peter; Poech, Lukas Galke

Publication link · arXiv

The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experiment

2026 · arXiv preprint

Brach, William; Torrielli, Federico; Beltoft, Stine Lyngso; Pirchert, Annemette Brok; Schneider-Kamp, Peter; Poech, Lukas Galke

Publication link · arXiv

Confidence and Calibration of Activation Oracles for Reliable Interpretation of Language Model Internals

2026 · arXiv preprint

Torrielli, Federico; Schneider-Kamp, Peter; Poech, Lukas Galke

Publication link · arXiv

Emergent Languages in Populations of Language Model Agents: From Token Efficiency to Oversight Evasion

2026 · arXiv preprint

Beltoft, Stine Lyngso; Brach, William; Torrielli, Federico; Nielsen, Jacob; Pirchert, Annemette Brok; Tonini, Filippo; Schneider-Kamp, Peter; Poech, Lukas Galke

Publication link · arXiv

FlexMoRE: A Flexible Mixture of Rank-heterogeneous Experts for Efficient Federatedly-trained Large Language Models

2026 · arXiv preprint

Pirchert, Annemette Brok; Nielsen, Jacob; From, Mogens Henrik; Poech, Lukas Galke; Schneider-Kamp, Peter

Publication link · arXiv

MLDataForge: Accelerating Large-Scale Dataset Preprocessing and Access for Multimodal Foundation Model Training

2025 · RANLP 2025

Blasi Nunez, Andrea; Galke, Lukas Paul Achatius; Schneider-Kamp, Peter

Publication link · ACL Anthology

Not Everything That Counts Can Be Counted: A Case for Safe Qualitative AI

2025 · arXiv preprint

Beltoft, Stine; Galke, Lukas

Publication link · arXiv

Chain of Summaries: Summarization Through Iterative Questioning

2025 · arXiv preprint

Brach, William; Kostal, Kristian; Poech, Lukas Galke

Publication link · arXiv

Isolating Culture Neurons in Multilingual Large Language Models

2025 · Findings of IJCNLP-AACL 2025

Namazifard, Danial; Poech, Lukas Galke

Publication link · ACL Anthology

DeToNATION: Decoupled Torch Network-Aware Training on Interlinked Online Nodes

2025 · AAAI 2026

From, Mogens Henrik; Nielsen, Jacob; Poech, Lukas Galke; Schneider-Kamp, Peter

Publication link · arXiv

Training Language Models to Use Prolog as a Tool

2025 · arXiv preprint

Mellgren, Niklas; Schneider-Kamp, Peter; Poech, Lukas Galke

Publication link · arXiv

Continual Quantization-Aware Pre-Training: When to transition from 16-bit to 1.58-bit pre-training for BitNet language models?

2025 · Findings of ACL 2025

Nielsen, Jacob; Schneider-Kamp, Peter; Poech, Lukas Galke

Publication link · ACL Anthology

Super-additive Cooperation in Language Model Agents

2025 · FAIEMA 2025

Tonini, Filippo; Galke, Lukas

Publication link · arXiv

DaLA: Danish Linguistic Acceptability Evaluation Guided by Real World Errors

2025 · LREC 2026

Barmina, Gianluca; Norman, Nathalie Carmen Hau; Schneider-Kamp, Peter; Poech, Lukas Galke

Publication link · arXiv

When are 1.58 bits enough? A Bottom-up Exploration of BitNet Quantization

2024 · arXiv preprint

Nielsen, Jacob; Poech, Lukas Galke; Schneider-Kamp, Peter

Publication link · arXiv

BitNet B1.58 Reloaded: State-of-the-Art Performance Also on Smaller Networks

2024 · DeLTA 2024

Nielsen, Jacob; Schneider-Kamp, Peter

Publication link · Springer