214 citations · 215 across the 4 of their papers we have counts for
4 papers
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models
Spyridon Mouselinos, Henryk Michalewski, Mateusz Malinowski
Large Language Models (LLMs) demonstrate ever-increasing abilities in mathematical and algorithmic tasks, yet their geometric reasoning skills are underexplored. We investigate LLM…
A Simple, Yet Effective Approach to Finding Biases in Code Generation
Spyridon Mouselinos, Mateusz Malinowski, Henryk Michalewski
Recently, high-performing code generation systems based on large language models have surfaced. They are trained on massive corpora containing much more natural text than actual ex…
Measuring CLEVRness: Blackbox testing of Visual Reasoning Models
Spyridon Mouselinos, Henryk Michalewski, Mateusz Malinowski
How can we measure the reasoning capabilities of intelligence systems? Visual question answering provides a convenient framework for testing the model's abilities by interrogating…
MAIN: Multihead-Attention Imputation Networks
Spyridon Mouselinos, Kyriakos Polymenakos, Antonis Nikitakis +1
The problem of missing data, usually absent incurated and competition-standard datasets, is an unfortunate reality for most machine learning models used in industry applications. R…