KARE-RAG: Knowledge-Aware Refinement and Enhancement for RAG
cs.CL
Submitted: 2025-06-03
Updated: 2026-09-08
Code: https://github.com/huggingface/trl
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models
- Retrieval-Augmented Generation for Large Language Models: A Survey
- G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
- Measuring Massive Multitask Language Understanding
- Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps
- GPT-4 Technical Report
- Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
- LoRA: Low-Rank Adaptation of Large Language Models
- GRAG: Graph Retrieval-Augmented Generation
- A Survey on In-context Learning
- Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity
- From Local to Global: A Graph RAG Approach to Query-Focused Summarization
- Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models
- TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation
- Active Retrieval Augmented Generation
- FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
- Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer
- Dense Passage Retrieval for Open-Domain Question Answering
- Entity-Based Knowledge Conflicts in Question Answering
- Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs
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