Cover Image

PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kachuee, Mohammad, Gollapudi, Teja, Kim, Minseok, Huang, Yin, Sun, Kai, Yang, Xiao, Wang, Jiaqi, Shah, Nirav, Liu, Yue, Colak, Aaron, Kumar, Anuj, Yih, Wen-tau, Dong, Xin Luna
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ConfRAG: Confidence-Guided Retrieval-Augmenting Generation
by: Huang, Yin, et al.
Published: (2025)

TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning
by: Wei, Zhepei, et al.
Published: (2025)

Knowledge Extraction on Semi-Structured Content: Does It Remain Relevant for Question Answering in the Era of LLMs?
by: Sun, Kai, et al.
Published: (2025)

CRAG -- Comprehensive RAG Benchmark
by: Yang, Xiao, et al.
Published: (2024)

ImpRAG: Retrieval-Augmented Generation with Implicit Queries
by: Zhang, Wenzheng, et al.
Published: (2025)

Learning to Reason for Factuality
by: Chen, Xilun, et al.
Published: (2025)

FIT-RAG: Black-Box RAG with Factual Information and Token Reduction
by: Mao, Yuren, et al.
Published: (2024)

The Unreasonable Effectiveness of Eccentric Automatic Prompts
by: Battle, Rick, et al.
Published: (2024)

Improving Factuality with Explicit Working Memory
by: Chen, Mingda, et al.
Published: (2024)

FLAME: Factuality-Aware Alignment for Large Language Models
by: Lin, Sheng-Chieh, et al.
Published: (2024)

CRAG-MM: Multi-modal Multi-turn Comprehensive RAG Benchmark
by: Wang, Jiaqi, et al.
Published: (2025)

Procedural Knowledge at Scale Improves Reasoning
by: Wu, Di, et al.
Published: (2026)

Beyond Factual Accuracy: Evaluating Global Reasoning Integrity in RAG Systems with LogicScore
by: Yan, Zhichao, et al.
Published: (2026)

Is Conformal Factuality for RAG-based LLMs Robust? Novel Metrics and Systematic Insights
by: Chen, Yi, et al.
Published: (2026)

Bidirectional RAG: Safe Self-Improving Retrieval-Augmented Generation Through Multi-Stage Validation
by: Chinthala, Teja
Published: (2025)

CARE-RAG - Clinical Assessment and Reasoning in RAG
by: Potluri, Deepthi, et al.
Published: (2025)

Latency Adjustable Transformer Encoder for Language Understanding
by: Kachuee, Sajjad, et al.
Published: (2022)

Efficient Large Language Models with Zero-Shot Adjustable Acceleration
by: Kachuee, Sajjad, et al.
Published: (2025)

Geometry-Preserving Aggregation for Mixture-of-Experts Embedding Models
by: Kachuee, Sajjad, et al.
Published: (2026)

From Conflict to Consensus: Boosting Medical Reasoning via Multi-Round Agentic RAG
by: Wu, Wenhao, et al.
Published: (2026)

AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative Reasoning
by: Rezaei, Mohammad Reza, et al.
Published: (2024)

Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering
by: Chen, Mingda, et al.
Published: (2023)

ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation
by: Lee, Zhicheng, et al.
Published: (2025)

Rescuing the Unpoisoned: Efficient Defense against Knowledge Corruption Attacks on RAG Systems
by: Kim, Minseok, et al.
Published: (2025)

AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation
by: Feng, Wenfeng, et al.
Published: (2025)

PROPEX-RAG: Enhanced GraphRAG using Prompt-Driven Prompt Execution
by: Sarnaik, Tejas, et al.
Published: (2025)

RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models
by: Xia, Peng, et al.
Published: (2024)

Causal-Counterfactual RAG: The Integration of Causal-Counterfactual Reasoning into RAG
by: Khadilkar, Harshad, et al.
Published: (2025)

LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG
by: Zheng, Yijia, et al.
Published: (2026)

Stream RAG: Instant and Accurate Spoken Dialogue Systems with Streaming Tool Usage
by: Arora, Siddhant, et al.
Published: (2025)

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples
by: Sun, Qixin, et al.
Published: (2025)

Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs
by: Li, Yangning, et al.
Published: (2025)

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

Chunking, Retrieval, and Re-ranking: An Empirical Evaluation of RAG Architectures for Policy Document Question Answering
by: Maharjan, Anuj, et al.
Published: (2026)

Face4RAG: Factual Consistency Evaluation for Retrieval Augmented Generation in Chinese
by: Xu, Yunqi, et al.
Published: (2024)

Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy
by: Uapadhyay, Rishabh, et al.
Published: (2025)

HoneyBee: Data Recipes for Vision-Language Reasoners
by: Bansal, Hritik, et al.
Published: (2025)

LegalRAG: A Hybrid RAG System for Multilingual Legal Information Retrieval
by: Kabir, Muhammad Rafsan, et al.
Published: (2025)

Retrieval‑Augmented Generation (RAG) Market: Transforming AI with Factual and Context‑Driven Intelligence
by: Next Move Strategy Consulting
Published: (2026)

Iterate Until Retrieved: Factual Nugget Optimization for Discoverable Continual Corrections in Agentic RAG
by: Hazoom, Moshe, et al.
Published: (2026)