Title
An Analysis of Hyper-Parameter Optimization Methods for Retrieval Augmented Generation Matan Orbach Ohad Eytan Benjamin Sznajder Ariel Gera O. Boni ... Eyal Shnarch Michael E. Factor Shila Ofek-Koifman Paula Ta-Shma Assaf Toledo 33 0 0 06 May 2025
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UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation Yuxuan Chen D. Guo Sen Mei Xinze Li Hao Chen ... Yukun Yan Zhenghao Liu S. Yu Zhiyuan Liu Maosong Sun VLM 30 0 0 31 Mar 2025
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models Shuliang Liu Xinze Li Zhenghao Liu Yukun Yan Cheng Yang Zheni Zeng Zhiyuan Liu Maosong Sun Ge Yu RALM 91 1 0 26 Feb 2025
MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation Qinhan Yu Zhiyou Xiao Binghui Li Zhengren Wang C. L. P. Chen W. Zhang RALM VLM 82 1 0 06 Feb 2025
ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented Generation Peter Devine 29 0 0 21 Jan 2025
Search Engines in an AI Era: The False Promise of Factual and Verifiable Source-Cited Responses Pranav Narayanan Venkit Philippe Laban Yilun Zhou Yixin Mao C. Wu ELM 32 7 0 15 Oct 2024
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents S. Yu C. Tang Bokai Xu Junbo Cui Junhao Ran ... Zhenghao Liu Shuo Wang Xu Han Zhiyuan Liu Maosong Sun VLM 31 21 0 14 Oct 2024
Do We Need Domain-Specific Embedding Models? An Empirical Investigation Yixuan Tang Yi Yang AIFin 33 2 0 27 Sep 2024