Cover Image

EviNote-RAG: Enhancing RAG Models via Answer-Supportive Evidence Notes

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Dai, Yuqin, Wang, Guoqing, Wang, Yuan, Dou, Kairan, Zhou, Kaichen, Zhang, Zhanwei, Yang, Shuo, Tang, Fei, Yin, Jun, Zeng, Pengyu, Ying, Zhenzhe, Yi, Can, Meng, Changhua, Zhou, Yuchen, Shen, Yongliang, Lu, Shuai
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning
by: Dai, Yuqin, et al.
Published: (2025)

Context Embeddings for Efficient Answer Generation in RAG
by: Rau, David, et al.
Published: (2024)

Atom-Searcher: Enhancing Agentic Deep Research via Fine-Grained Atomic Thought Reward
by: Deng, Yong, et al.
Published: (2025)

DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data
by: Venus Team, et al.
Published: (2026)

A Note on k-NN Gating in RAG
by: Biau, Gérard, et al.
Published: (2026)

MEG-RAG: Quantifying Multi-modal Evidence Grounding for Evidence Selection in RAG
by: Wang, Xihang, et al.
Published: (2026)

Note on a conjecture of Ram\'ırez Alfons\'ın and Skałba
by: Dai, Tianhan, et al.
Published: (2024)

RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking
by: Yang, Shuo, et al.
Published: (2025)

Note on unique representation bases
by: Ding, Yuchen, et al.
Published: (2026)

Intelligent Academic Assistant: An Agentic RAG Framework for QA from Notes and Syllabi
by: Vaykar, Yash
Published: (2025)

EviAgent: Evidence-Driven Agent for Radiology Report Generation
by: Qi, Tuoshi, et al.
Published: (2026)

RAMA: Retrieval-Augmented Multi-Agent Framework for Misinformation Detection in Multimodal Fact-Checking
by: Yang, Shuo, et al.
Published: (2025)

AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant
by: Zhou, Yujia, et al.
Published: (2024)

Knowledge-Augmented Question Error Correction for Chinese Question Answer System with QuestionRAG
by: Qiu, Longpeng, et al.
Published: (2025)

HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems
by: Tan, Jiejun, et al.
Published: (2024)

EviRerank: Adaptive Evidence Construction for Long-Document LLM Reranking
by: Li, Minghan, et al.
Published: (2024)

EmoRAG: Evaluating RAG Robustness to Symbolic Perturbations
by: Zhou, Xinyun, et al.
Published: (2025)

Enhancing RAG with Active Learning on Conversation Records: Reject Incapables and Answer Capables
by: Geng, Xuzhao, et al.
Published: (2025)

BioRAG: A RAG-LLM Framework for Biological Question Reasoning
by: Wang, Chengrui, et al.
Published: (2024)

MedTrust-RAG: Evidence Verification and Trust Alignment for Biomedical Question Answering
by: Ning, Yingpeng, et al.
Published: (2025)

Note on shifted primes with large prime factors
by: Ding, Yuchen, et al.
Published: (2025)

GETALP@AutoMin 2025: Leveraging RAG to Answer Questions based on Meeting Transcripts
by: Kang, Jeongwoo, et al.
Published: (2025)

P$^2$RAG: Efficient Privacy-Preserving RAG Service Supporting Arbitrary Top-$k$ Retrieval
by: Ming, Yulong, et al.
Published: (2026)

OpenRAG: Optimizing RAG End-to-End via In-Context Retrieval Learning
by: Zhou, Jiawei, et al.
Published: (2025)

Revisiting RAG Ensemble: A Theoretical and Mechanistic Analysis of Multi-RAG System Collaboration
by: Chen, Yifei, et al.
Published: (2025)

Note on a theorem of Birch and Erdős
by: Ding, Yuchen, et al.
Published: (2025)

EviSnap: Faithful Evidence-Cited Explanations for Cold-Start Cross-Domain Recommendation
by: Dai, Yingjun, et al.
Published: (2026)

ProRAG: Process-Supervised Reinforcement Learning for Retrieval-Augmented Generation
by: Wang, Zhao, et al.
Published: (2026)

ERATTA: Extreme RAG for Table To Answers with Large Language Models
by: Roychowdhury, Sohini, et al.
Published: (2024)

ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning
by: Wang, Juyuan, et al.
Published: (2025)

Intrinsic Evaluation of RAG Systems for Deep-Logic Questions
by: Hu, Junyi, et al.
Published: (2024)

WildGraphBench: Benchmarking GraphRAG with Wild-Source Corpora
by: Wang, Pengyu, et al.
Published: (2026)

Beyond Scores: A Modular RAG-Based System for Automatic Short Answer Scoring with Feedback
by: Fateen, Menna, et al.
Published: (2024)

Lecture Note for Bounded Controls in Continuous-Time and Control of Several Variables
by: Wang, Louis Shuo
Published: (2026)

Optimizing RAG Rerankers with LLM Feedback via Reinforcement Learning
by: Wu, Yuhang, et al.
Published: (2026)

TC-RAG:Turing-Complete RAG's Case study on Medical LLM Systems
by: Jiang, Xinke, et al.
Published: (2024)

DeepNote: Note-Centric Deep Retrieval-Augmented Generation
by: Wang, Ruobing, et al.
Published: (2024)

Relevant Is Not Warranted: Evidence-Force Calibration for Cited RAG
by: Qian, Pin, et al.
Published: (2026)

StackRAG Agent: Improving Developer Answers with Retrieval-Augmented Generation
by: Abrahamyan, Davit, et al.
Published: (2024)

Beyond-RAG: Question Identification and Answer Generation in Real-Time Conversations
by: Agrawal, Garima, et al.
Published: (2024)