SOTAVerified

Memorization

Papers

Showing 8190 of 1088 papers

TitleStatusHype
AlleNoise: large-scale text classification benchmark dataset with real-world label noiseCode1
ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language ModelsCode1
Mitigating Memorization of Noisy Labels via Regularization between RepresentationsCode1
Capabilities of GPT-4 on Medical Challenge ProblemsCode1
DEPN: Detecting and Editing Privacy Neurons in Pretrained Language ModelsCode1
Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver IdentificationCode1
A comparison of LSTM and GRU networks for learning symbolic sequencesCode1
Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language ModelsCode1
Enhancing human learning via spaced repetition optimizationCode1
Dissecting Generation Modes for Abstractive Summarization Models via Ablation and AttributionCode1
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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