SOTAVerified

Memorization

Papers

Showing 311320 of 1088 papers

TitleStatusHype
LexiMark: Robust Watermarking via Lexical Substitutions to Enhance Membership Verification of an LLM's Textual Training DataCode0
Long-Tail Theory under Gaussian MixturesCode0
Memorization Capacity of Multi-Head Attention in TransformersCode0
Excess Capacity and Backdoor PoisoningCode0
Language Models Learn Rare Phenomena from Less Rare Phenomena: The Case of the Missing AANNsCode0
Evaluating and Explaining Natural Language Generation with GenXCode0
Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question?Code0
KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from ServerCode0
Classifier-Free Guidance inside the Attraction Basin May Cause MemorizationCode0
Iterative Graph AlignmentCode0
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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