Thomas F. Burns

16 papers A* 2Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Family of LLMs Liberated from Static Vocabularies.
CoRR
Adnen Abdessaied, Artur Baranowski, Lukas Balles, Michael Barlow, Fabien C. Y. Benureau, Felix Berkenkamp, Lukas Bluebaum, Bastian Boll, Thomas F. Burns, Björn Deiseroth, Constantin Eichenberg, David Friede, Pablo Iyu Guerrero, Ahmed Hammam, Bastian Harren, Johann Higl, Yasser Jadidi, Carina Kauf, Johannes Messner, Jan Hendrik Metzen, Max Meuer, Vedant Nanda, Pit Neitemeier, Koen Oostermeijer, Letitia Parcalabescu, Markus Pernpointner, Felix Reinfurt, Dylan Rodriquez, Grégory Schott, Philipp Siedler, Martin Simonovsky, Till Speicher, Volker Stampa, Stephan Wäldchen, Samuel Weinbach, Gregor Ziegltrum
2026 — conf
Aleph-Alpha-GermanWeb: Improving German-language LLM pre-training with model-based data curation and synthetic data generation.
EACL (Volume 1: Long Papers)
Thomas F. Burns, Letitia Parcalabescu, Stephan Wäldchen, Michael Barlow, Gregor Ziegltrum, Volker Stampa, Bastian Harren, Björn Deiseroth
2025 J jnl
Aleph-Alpha-GermanWeb: Improving German-language LLM pre-training with model-based data curation and synthetic data generation.
CoRR
Thomas F. Burns, Letitia Parcalabescu, Stephan Wäldchen, Michael Barlow, Gregor Ziegltrum, Volker Stampa, Bastian Harren, Björn Deiseroth
2025 J jnl
Associative memory inspires improvements for in-context learning using a novel attention residual stream architecture.
Trans. Mach. Learn. Res.
Thomas F. Burns, Tomoki Fukai, Christopher J. Earls
2025 J jnl
Evaluating Interpretable Methods via Geometric Alignment of Functional Distortions.
Trans. Mach. Learn. Res.
Anna Hedström, Philine Lou Bommer, Thomas F. Burns, Sebastian Lapuschkin, Wojciech Samek, Marina M.-C. Höhne
2025 J jnl
Measuring Language Model Hallucinations Through Distributional Correctness.
CoRR
Thomas F. Burns
2024 J jnl
Associative memory inspires improvements for in-context learning using a novel attention residual stream architecture.
CoRR
Thomas F. Burns, Tomoki Fukai, Christopher J. Earls
2024 J jnl
Generative AI Policy and Governance Considerations for Health Security in Southeast Asia.
CoRR
Thomas F. Burns
2024 A* conf
Semantically-correlated memories in a dense associative model.
ICML
Thomas F. Burns
2024 J jnl
Semantically-correlated memories in a dense associative model.
CoRR
Thomas F. Burns
2023 J jnl
Detecting danger in gridworlds using Gromov's Link Condition.
Trans. Mach. Learn. Res.
Thomas F. Burns, Robert Tang
2023 A* conf
Simplicial Hopfield networks.
ICLR
Thomas F. Burns, Tomoki Fukai
2023 J jnl
Simplicial Hopfield networks.
CoRR
Thomas F. Burns, Tomoki Fukai
2023 — ed.
The First Tiny Papers Track at ICLR 2023, Tiny Papers @ ICLR 2023, Kigali, Rwanda, May 5, 2023
Tiny Papers @ ICLR
Krystal Maughan, Rosanne Liu, Thomas F. Burns
2022 J jnl
Detecting danger in gridworlds using Gromov's Link Condition.
CoRR
Thomas F. Burns, Robert Tang
2022 J jnl
Efficient, probabilistic analysis of combinatorial neural codes.
CoRR
Thomas F. Burns, Irwansyah