Method Drift›Retrieval-augmented generation

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ERA

ERA: Evidence-based Reliability Alignment for Honest Retrieval-Augmented Generation

Retrieval-augmented generation · first seen Feb 24, 2026

current frontier — recent, not yet superseded in the knowledge base

0 papers critique it · 0 beat it on benchmarks

Newer alternatives

Recent methods in the same sub-problem, not yet superseded in the knowledge base.

Stable-RAG Stable-RAG: Mitigating Retrieval-Permutation-Induced Hallucinations in Retrieval-Augmented Generation
Apr 21, 2026
Neuro-RIT Neuro-RIT: Neuron-Guided Instruction Tuning for Robust Retrieval-Augmented Language Model
Apr 2, 2026
ERA ERA: Evidence-based Reliability Alignment for Honest Retrieval-Augmented Generation
Feb 24, 2026
TTARAG Predict the Retrieval! Test time adaptation for Retrieval Augmented Generation
Jan 16, 2026
DMA (Dynamic Memory Alignment)DMA: Online RAG Alignment with Human Feedback
Nov 6, 2025