SOTAVerified

Memorization

Papers

Showing 281290 of 1088 papers

TitleStatusHype
Memorization and Knowledge Injection in Gated LLMsCode0
Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers0
Enhancing Privacy-Utility Trade-offs to Mitigate Memorization in Diffusion Models0
The Memorization Problem: Can We Trust LLMs' Economic Forecasts?0
A mean teacher algorithm for unlearning of language modelsCode0
It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization0
Memorization: A Close Look at Books0
Replicating ReLM Results: Validating Large Language Models with ReLM0
Memorization vs. Reasoning: Updating LLMs with New Knowledge0
Large Language Models Could Be Rote Learners0
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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