document filtering 1grounded alignment 1large language models 1query reformulation 1retrieval-augmented generation 1
From the 1 of 7 linked papers with an AI index.
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cs.AI2025
PHM-Bench: A Domain-Specific Benchmarking Framework for Systematic Evaluation of Large Models in Prognostics and Health Management
Puyu Yang, Laifa Tao, Zijian Huang +11
With the rapid advancement of generative artificial intelligence, large language models (LLMs) are increasingly adopted in industrial domains, offering new opportunities for Progno…
cs.AI2025
Cognitive-Aligned Document Selection for Retrieval-augmented Generation
Bingyu Wan, Fuxi Zhang, Zhongpeng Qi +5
The paper introduces GGatrieval, a method that uses a large language model to iteratively rewrite queries and filter retrieved documents through fine‑grained grounded alignment, im…