SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 141–150 of 1088 papers

TitleStatusHype
Obliviate: Efficient Unmemorization for Protecting Intellectual Property in Large Language Models—0
LIFT: Improving Long Context Understanding of Large Language Models through Long Input Fine-Tuning—0
Quantifying Memorization and Retriever Performance in Retrieval-Augmented Vision-Language Models—0
Pruning as a Defense: Reducing Memorization in Large Language Models—0
R.R.: Unveiling LLM Training Privacy through Recollection and RankingCode0
None of the Others: a General Technique to Distinguish Reasoning from Memorization in Multiple-Choice LLM Evaluation Benchmarks—0
Rethinking Benign Overfitting in Two-Layer Neural Networks—0
Continual Learning Should Move Beyond Incremental Classification—0
Logarithmic Width Suffices for Robust Memorization—0
Retrieval-augmented Encoders for Extreme Multi-label Text Classification—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM-540B (few-shot, k=5)Accuracy95.4—Unverified
2Gopher-280B (few-shot, k=5)Accuracy80—Unverified
3PaLM-62B (few-shot, k=5)Accuracy77.7—Unverified