2 papers
cs.CL2025
Cross-Lingual Generalization and Compression: From Language-Specific to Shared Neurons
Frederick Riemenschneider, Anette Frank
Multilingual language models (MLLMs) have demonstrated remarkable abilities to transfer knowledge across languages, despite being trained without explicit cross-lingual supervision…
cs.CL2024
The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning
Xiyan Fu, Anette Frank
While LLMs have emerged as performant architectures for reasoning tasks, their compositional generalization capabilities have been questioned. In this work, we introduce a Composit…