Tootfinder

A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages
Tatiana Ankinina, Jan Cegin, Jakub Simko, Simon Ostermann
https://arxiv.org/abs/2506.12158

A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages
Large Language Models (LLMs) are increasingly used to generate synthetic textual data for training smaller specialized models. However, a comparison of various generation strategies for low-resource language settings is lacking. While various prompting strategies have been proposed, such as demonstrations, label-based summaries, and self-revision, their comparative effectiveness remains unclear, especially for low-resource languages. In this paper, we systematically evaluate the performance of …

$\mathrm{^{117m}Sn}$ and $\mathrm{^{119m}Te}$ Production via Proton Bombardment on Natural Antimony and Implications for Modeling Charged Particle Reactions
Catherine E. Apgar, Andrew S. Voyles, Jon C. Batchelder, Cathy S. Cutler, Morgan B. Fox, Yun-Hsuan Lee, Dmitri G. Medvedev, Jonathan T. Morrell, Ellen M. O'Brien, Michael Skulski, C. Etienne Vermeulen, Lee A. Bernstein

$\mathrm{^{117m}Sn}$ and $\mathrm{^{119m}Te}$ Production via Proton Bombardment on Natural Antimony and Implications for Modeling Charged Particle Reactions
$\mathrm{^{117m}Sn}$ and $\mathrm{^{119}Sb}$, the latter of which is produced via a $\mathrm{^{119m}Te}$ generator, are promising radionuclides for the targeted treatment of both osteoarthritis and small mass tumors via Auger therapy. Experiments were conducted at Lawrence Berkeley National Laboratory, Los Alamos National Laboratory, and Brookhaven National Laboratory to measure the $\mathrm{^{nat}Sb}$(p,x)$\mathrm{^{117m}Sn}$ and $\mathrm{^{nat}Sb}$(p,x)$\mathrm{^{119m}Te}$ cross sections for …

David Hogg, the young vice-chair of the Democratic National Committee whose vow to unseat “asleep-at-the-wheel” Democrats roiled his party,
said on Wednesday that he would step away from the high-ranking role in a move that ends months of internal infighting.
Moments before Hogg announced his decision, members of the committee had voted to hold new vice-chair elections that could have led to his ouster.
“I came into this role to play a positive role in creating the change o…

ROS-related Robotic Systems Development with V-model-based Application of MeROS Metamodel
Tomasz Winiarski, Jan Kaniuka, Daniel Gie{\l}dowski, Jakub Ostrysz, Krystian Radlak, Dmytro Kushnir
https://arxiv.org/abs/2506.08706

ROS-related Robotic Systems Development with V-model-based Application of MeROS Metamodel
As robotic systems grow increasingly complex, heterogeneous, and safety-critical, the need for structured development methodologies becomes paramount. Although frameworks like the Robot Operating System (ROS) and Model-Based Systems Engineering (MBSE) offer foundational tools, they often lack integration when used together. This paper addresses that gap by aligning the widely recognized V-model development paradigm with the MeROS metamodel SysML-based modeling language tailored for ROS-based sy…