Forgotten History or Test-of-Time? Retrospect and Prospect on RAG from an IR Perspective
Xiaoyan Zhao, Yujie Cai, Yang Zhang, Grace Hui Yang, Tat-Seng Chua
cs.AI
Submitted: 2026-08-09
Updated: 2026-08-11
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models
- Metadata-Driven Retrieval-Augmented Generation for Financial Question Answering
- From Local to Global: A Graph RAG Approach to Query-Focused Summarization
- Retrieval-Augmented Generation for Large Language Models: A Survey
- DMQR-RAG: Diverse Multi-Query Rewriting for RAG
- Teaching language models to support answers with verified quotes
- WebGPT: Browser-assisted question-answering with human feedback
- Language Models as Knowledge Bases?
- RAG-Fusion: a New Take on Retrieval-Augmented Generation
- Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG
- Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
- RAGOps: Operating and Managing Retrieval-Augmented Generation Pipelines
- Utilizing Metadata for Better Retrieval-Augmented Generation
- Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
- Large Language Models for Information Retrieval: A Survey
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