Papers

2026

Multilingual GSM-Symbolic: What determines capability transfer across languages?

Kenneth Enevoldsen, Riley Herchert, Sofie Mosegaard, Dan Saattrup Smart, Simon Enni, Isaac Chung, Sofie Bruun, Ayush Sunil Munot, Max Müller-Eberstein, Adnan El-Assadi, Elisa Bassignana, Gianluca Barmina, Hafsteinn Einarsson, Iben Nyholm Debess, Linda Freienthal, Lukas Galke Poech, Mike Zhang, Nicolas Legrand, Vladimir Salnikov, Yevhen Kostiuk, Zafar Hussain, Sagandeep Kaur, Agnes Toftgård, Marie Mattson, Kristoffer Nielbo⋅ Under review

ValEU: A Survey-Driven Evaluation of LLM Cultural Value Alignment

Annika Simonsen, Maximilian Müller-Eberstein, Rob van der Goot, Hafsteinn Einarsson, Dan Saattrup Smart⋅ Under review

Gold vs. Translation: Are We Measuring Language, Knowledge, or Locality in Translated Benchmarks?

Klaudia-Doris Thellmann, Bernhard Stadler, Dan Saattrup Smart, Jens Lehmann, Michael Faerber⋅ EMNLP 2026

Global PIQA: Evaluating Commonsense Reasoning Across 100+ Languages and Cultures

Tyler A. Chang et al.⋅ NeurIPS 2026

A multilingual hallucination benchmark

Freja Thoresen, Dan Saattrup Smart⋅ RESOURCEFUL 2026

MultiZebraLogic: A Multilingual Logical Reasoning Benchmark

Sofie Helene Bruun, Dan Saattrup Smart⋅ RESOURCEFUL 2026

MultiWikiQA: A Reading Comprehension Benchmark in 300+ Languages

Dan Saattrup Smart⋅ LREC 2026

2025

Encoder vs Decoder - Comparative Analysis of Encoder and Decoder Language Models on Multilingual NLU Tasks

Dan Saattrup Smart, Kenneth Enevoldsen, Peter Schneider-Kamp⋅ NoDaLiDa 2025

FoQA - A Faroese Question-Answering Dataset

Annika Simonsen, Dan Saattrup Smart, Hafsteinn Einarsson⋅ NoDaLiDa 2025

Hotter and Colder - A New Approach to Annotating Sentiment, Emotions, and Bias in Icelandic Blog Comments

Steinunn Rut Friðriksdóttir, Dan Saattrup Smart, Hafsteinn Einarsson⋅ NoDaLiDa 2025

2024

The Virtual Large Cardinal Hierarchy

Stamatis Dimopoulos, Victoria Gitman, Dan Saattrup Smart⋅ Fundamenta Mathematicae

2023

Danish Foundation Models

Kenneth Enevoldsen, Lasse Hansen, Dan Saattrup Smart, Rasmus A. F. Egebæk, Søren V. Holm, Martin C. Smart, Martin Bernstorff, Rasmus Larsen, Peter B. Jørgensen, Malte Højmark-Bertelsen, Peter B. Vahlstrup, Per Møldrup-Dalum, Kristoffer Nielbo⋅ ArXiv preprint

Model Agnostic Explainable Selective Regression via Uncertainty Estimation

Andrea Pugnana, Carlos Mougan, Dan Saattrup Smart⋅ ArXiv preprint

ScandEval - A Benchmark for Scandinavian Natural Language Processing

Dan Saattrup Smart⋅ NoDaLiDa 2023

Addressing contingency in algorithmic (mis)information classification - Toward a responsible machine learning agenda

Andrés Domínguez Hernández, Richard Owen, Dan Saattrup Smart, Ryan McConville⋅ FAccT 2023 and Journal of Responsible Innovation

Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-parametric Bootstrap

Dan Saattrup Smart, Carlos Mougan⋅ AAAI 2023

2022

MuMiN - A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset

Dan Saattrup Smart, Ryan McConville⋅ SIGIR 2022 and GLB 2022

2020

Virtual Set Theory - Taking The Blue Pill (PhD thesis)

Dan Saattrup Smart⋅ University of Bristol

2019

Games and Ramsey-like Cardinals

Dan Saattrup Smart, Philip Welch⋅ Journal of Symbolic Logic