From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information…
Retrieval-Augmented Generation for Generative Artificial Intelligence in Medicineby Rui Yang, Yilin Ning, Emilia Keppo, Mingxuan…
Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extractionby Sijia Wang, Lifu…
R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Modelsby Shangqing…
TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generationby Jinyuan Fang, Zaiqiao Meng, Craig…
Fine-Tuning or Fine-Failing? Debunking Performance Myths in Large Language Modelsby Scott Barnett, Zac Brannelly, Stefanus…
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilitiesby Zhonghao Li, Xuming Hu, Aiwei Liu,…
The Impact of Quantization on Retrieval-Augmented Generation: An Analysis of Small LLMsby Mert Yazan, Suzan…
HIRO: Hierarchical Information Retrieval Optimizationby Krish Goel, Mahek ChandakFirst submitted to arxiv on: 14 Jun…
Scholarly Question Answering using Large Language Models in the NFDI4DataScience Gatewayby Hamed Babaei Giglou, Tilahun…