2 papers
cs.CL2026
Unified Enhancement of the Generalization and Robustness of Language Models via Bi-Stage Optimization
Yudao Sun, Juan Yin, Juan Zhao +3
Neural network language models (LMs) are confronted with significant challenges in generalization and robustness. Currently, many studies focus on improving either generalization o…
cs.IR2026
HaS: Accelerating RAG through Homology-Aware Speculative Retrieval
Peng Peng, Weiwei Lin, Wentai Wu +2
Retrieval-Augmented Generation (RAG) expands the knowledge boundary of large language models (LLMs) at inference by retrieving external documents as context. However, retrieval bec…