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[ACL 2026 main] Long-Context Hallucination Detection Benchmark: Rethinking Evaluation for LLM Hallucination Detection: A Desiderata, A New RAG-based Benchmark, …
amazon-science/muss’s past year of commit activity
MUSS: Multilevel Subset Selection for relevance and diversity at scale (UAI 2026) — up to 80x faster than MMR with approximation guarantees, for RAG and candida…
Reference implementation of Double Ratchet: co-evolving an inspectable evaluation metric with a lifecycle-managed skill library for self-improving LLM agents (a…