2 papers
cs.LG2026
VitaBench: Memory Lifecycles Beyond Retrieval
Muquan Yu, Dihan Hu
Long-term memory benchmarks for language agents primarily evaluate whether information from earlier interactions can be retrieved and used when relevant. Persistent memory systems…
cs.AI2026
EntropyMoE: Entropy-Aware Sparse Expert Routing for Tokenizer-Free LLMs
Bo Liu, Muxuab Yu, Yu Zhang +2
Recent byte-level large language models (LLMs) have made tokenizer-free modeling increasingly competitive by grouping bytes into dynamically sized patches. However, existing byte-p…