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cs.IR2026
AttentionRetriever: Attention Layers are Secretly Long Document Retrievers
David Jiahao Fu, Lam Thanh Do, Jiayu Li +1
Retrieval augmented generation (RAG) has been widely adopted to help Large Language Models (LLMs) to process tasks involving long documents. However, existing retrieval models are…
cs.IR2026
IRB: Automated Generation of Robust Factuality Benchmarks
Lam Thanh Do, Bhagyashree Taleka, Hozaifa Ammar Bhutta +3
Static benchmarks for RAG systems often suffer from rapid saturation and require significant manual effort to maintain robustness. To address this, we present IRB, a framework for…