Papers
RAGthoven: A Configurable Toolkit for RAG-enabled LLM Experimentation
Gregor Karetka, Demetris Skottis, Lucia Dutková et al.
RAG-Zeval: Enhancing RAG Responses Evaluator through End-to-End Reasoning and Ranking-Based Reinforcement Learning
Kun Li, Yunxiang Li, Tianhua Zhang et al.
RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation
Guanting Dong, Jiajie Jin, Xiaoxi Li et al.
RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework
Kunlun Zhu, Yifan Luo, Dingling Xu et al.
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit
Huixue Zhou, Hengrui Gu, Zaifu Zhan et al.
MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation
Hsin-Ling Hsu, Cong-Tinh Dao, Luning Wang et al.
ASTRID - An Automated and Scalable TRIaD for the Evaluation of RAG-based Clinical Question Answering Systems
Yajie Vera He, Mohita Chowdhury, Jared Joselowitz et al.
RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment
Zhuoran Jin, Hongbang Yuan, Tianyi Men et al.
MultiReflect: Multimodal Self-Reflective RAG-based Automated Fact-Checking
Uku Kangur, Krish Agrawal, Yashashvi Singh et al.
RAGulator: Effective RAG for Regulatory Question Answering
Islam Aushev, Egor Kratkov, Evgenii Nikolaev et al.
RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions
Wanlong Liu, Junying Chen, Ke Ji et al.
SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design
Wenxin Tang, Jingyu Xiao, Wenxuan Jiang et al.
REIC: RAG-Enhanced Intent Classification at Scale
Ziji Zhang, Michael Yang, Zhiyu Chen et al.
GEAR: A Scalable and Interpretable Evaluation Framework for RAG-Based Car Assistant Systems
Niloufar Beyranvand, Hamidreza Dastmalchi, Aijun An et al.
Speaking at the Right Level: Literacy-Controlled Counterspeech Generation with RAG-RL
Xiaoying Song, Anirban Saha Anik, Dibakar Barua et al.
A Survey of RAG-Reasoning Systems in Large Language Models
Yangning Li, Weizhi Zhang, Yuyao Yang et al.
RAG-SR: Retrieval-Augmented Generation for Neural Symbolic Regression
Hengzhe Zhang, Qi Chen, Bing XUE et al.
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards
Xinze Li, Sen Mei, Zhenghao Liu et al.
SmartRAG: Jointly Learn RAG-Related Tasks From the Environment Feedback
Jingsheng Gao, Linxu Li, Ke Ji et al.
AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts
Maruf Ahmed Mridul, Ian Sloyan, Aparna Gupta et al.
Generate but Verify: Answering with Faithfulness in RAG-based Question Answering
Simone Filice, Elad Haramaty, Guy Horowitz et al.
RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement
Jinhao Jiang, Jiayi Chen, Junyi Li et al.
Poetry in RAGs: Modern Greek interwar poetry generation using RAG and contrastive training
Stergios Chatzikyriakidis, Anastasia Natsina
UncleLM at SemEval-2025 Task 11: RAG-Based Few-Shot Learning and Fine-Tuned Encoders for Multilingual Emotion Detection
Mobin Barfi, Sajjad Mehrpeyma, Nasser Mozayani