SOTAVerified

Memorization

Papers

Showing 7180 of 1088 papers

TitleStatusHype
FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language ModelsCode1
Can LLM Graph Reasoning Generalize beyond Pattern Memorization?Code1
Data Contamination Can Cross Language BarriersCode1
How Do Large Language Models Acquire Factual Knowledge During Pretraining?Code1
Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion ModelsCode1
LlamaCare: A Large Medical Language Model for Enhancing Healthcare Knowledge SharingCode1
PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant PerturbationsCode1
Large Scale Knowledge WashingCode1
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood DiscrepancyCode1
Rethinking Graph Backdoor Attacks: A Distribution-Preserving PerspectiveCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM-540B (few-shot, k=5)Accuracy95.4Unverified
2Gopher-280B (few-shot, k=5)Accuracy80Unverified
3PaLM-62B (few-shot, k=5)Accuracy77.7Unverified