2 papers
cs.LG2026
Topology Matters: A Cautionary Case Study of Graph SSL on Neuro-Inspired Benchmarks
May Kristine Jonson Carlon, Su Myat Noe, Haojiong Wang +1
Understanding how local interactions give rise to global brain organization requires models that can represent information across multiple scales. We introduce a hierarchical self-…
cs.CL2025
BIS Reasoning 1.0: The First Large-Scale Japanese Benchmark for Belief-Inconsistent Syllogistic Reasoning
Ha-Thanh Nguyen, Hideyuki Tachibana, Chaoran Liu +4
We present BIS Reasoning 1.0, the first large-scale Japanese dataset of syllogistic reasoning problems explicitly designed to evaluate belief-inconsistent reasoning in large langua…