SOTAVerified

Memorization

Papers

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Showing 426–450 of 1088 papers

TitleStatusHype
The (ab)use of Open Source Code to Train Large Language ModelsCode0
KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from ServerCode0
Jogging the Memory of Unlearned LLMs Through Targeted Relearning AttacksCode0
Data Watermarking for Sequential Recommender SystemsCode0
Iterative Graph AlignmentCode0
Language Models Learn Rare Phenomena from Less Rare Phenomena: The Case of the Missing AANNsCode0
Do LLMs Memorize Recommendation Datasets? A Preliminary Study on MovieLens-1MCode0
Do LLMs Dream of Ontologies?Code0
Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time SeriesCode0
Untrained neural networks can demonstrate memorization-independent abstract reasoningCode0
Iterative Ensemble Training with Anti-Gradient Control for Mitigating Memorization in Diffusion ModelsCode0
The Mosaic Memory of Large Language ModelsCode0
Does Your Neural Code Completion Model Use My Code? A Membership Inference Approach—0
Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion?—0
Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension—0
Does Learning Require Memorization? A Short Tale about a Long Tail—0
Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods—0
Bounding Information Leakage in Machine Learning—0
DNN or k-NN: That is the Generalize vs. Memorize Question—0
Distribution Shift Matters for Knowledge Distillation with Webly Collected Images—0
Distributed Skellam Mechanism: a Novel Approach to Federated Learning with Differential Privacy—0
Boundary Adversarial Examples Against Adversarial Overfitting—0
Annotation Inconsistency and Entity Bias in MultiWOZ—0
Distributed Associative Memory Network with Association Reinforcing Loss—0
Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval—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