Cover Image

ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Juyuan, Zhao, Rongchen, Wei, Wei, Wang, Yufeng, Yu, Mo, Zhou, Jie, Xu, Jin, Xu, Liyan
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

Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions
by: Xu, Liyan, et al.
Published: (2024)

HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
by: Gutiérrez, Bernal Jiménez, et al.
Published: (2024)

HGMEM: Hypergraph-based Working Memory to Improve Multi-step RAG for Long-Context Complex Relational Modeling
by: Zhou, Chulun, et al.
Published: (2025)

CogRAG+: Cognitive-Level Guided Diagnosis and Remediation of Memory and Reasoning Deficiencies in Professional Exam QA
by: Wang, Xudong, et al.
Published: (2026)

Long$^2$RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall
by: Qi, Zehan, et al.
Published: (2024)

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

In Defense of RAG in the Era of Long-Context Language Models
by: Yu, Tan, et al.
Published: (2024)

SimulRAG: Simulator-based RAG for Grounding LLMs in Long-form Scientific QA
by: Xu, Haozhou, et al.
Published: (2025)

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

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

Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG
by: Jin, Bowen, et al.
Published: (2024)

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

CodaRAG: Connecting the Dots with Associativity Inspired by Complementary Learning
by: Li, Cheng-Yen, et al.
Published: (2026)

Understand Then Memory: A Cognitive Gist-Driven RAG Framework with Global Semantic Diffusion
by: Zhou, Pengcheng, et al.
Published: (2026)

Retrieval as a Decision: Training-Free Adaptive Gating for Efficient RAG
by: Wang, Yufeng, et al.
Published: (2025)

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring
by: Duan, Xinyi, et al.
Published: (2026)

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

RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning
by: Wang, Yu, et al.
Published: (2025)

FinS-Pilot: A Benchmark for Online Financial RAG System
by: Wang, Feng, et al.
Published: (2025)

Retrieval is Not Enough: Enhancing RAG Reasoning through Test-Time Critique and Optimization
by: Wei, Jiaqi, et al.
Published: (2025)

RAG-IGBench: Innovative Evaluation for RAG-based Interleaved Generation in Open-domain Question Answering
by: Zhang, Rongyang, et al.
Published: (2025)

LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering
by: Zhao, Qingfei, et al.
Published: (2024)

RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation
by: Chan, Chi-Min, 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)

REX-RAG: Reasoning Exploration with Policy Correction in Retrieval-Augmented Generation
by: Jiang, Wentao, et al.
Published: (2025)

PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning
by: Kachuee, Mohammad, et al.
Published: (2025)

ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities
by: Xu, Peng, et al.
Published: (2024)

KARE-RAG: Knowledge-Aware Refinement and Enhancement for RAG
by: Li, Yongjian, et al.
Published: (2025)

HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning
by: Tan, Xingyu, et al.
Published: (2025)

KohakuRAG: A simple RAG framework with hierarchical document indexing
by: Yeh, Shih-Ying, et al.
Published: (2026)

Compressing Long Context for Enhancing RAG with AMR-based Concept Distillation
by: Shi, Kaize, et al.
Published: (2024)

ECoRAG: Evidentiality-guided Compression for Long Context RAG
by: Jeong, Yeonseok, et al.
Published: (2025)

Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG
by: Li, Bo, et al.
Published: (2025)

PrLM: Learning Explicit Reasoning for Personalized RAG via Contrastive Reward Optimization
by: Zhang, Kepu, et al.
Published: (2025)

MultiCube-RAG for Multi-hop Question Answering
by: Shi, Jimeng, et al.
Published: (2026)

Review of Inference-Time Scaling Strategies: Reasoning, Search and RAG
by: Wang, Zhichao, et al.
Published: (2025)

Tuning LLMs by RAG Principles: Towards LLM-native Memory
by: Wei, Jiale, et al.
Published: (2025)

DoctorRAG: Medical RAG Fusing Knowledge with Patient Analogy through Textual Gradients
by: Lu, Yuxing, et al.
Published: (2025)

PRELUDE: A Benchmark Designed to Require Global Comprehension and Reasoning over Long Contexts
by: Yu, Mo, et al.
Published: (2025)