Scaling Legal AI: Benchmarking Mamba and Transformers for Statutory Classification and Case Law Retrieval.

arXiv:2509.00141v2 Announce Type: replace-cross Abstract: Statutory corpora and judicial decisions are growing faster than legal professionals can read them, while individual judgments often exceed the context limits of standard encoder models. Transformer arc