SOTAVerified

Memorization

Papers

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Showing 676–700 of 1088 papers

TitleStatusHype
A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information—0
A Multi-Perspective Analysis of Memorization in Large Language Models—0
Analysis of the Memorization and Generalization Capabilities of AI Agents: Are Continual Learners Robust?—0
Analyzing the Neural Tangent Kernel of Periodically Activated Coordinate Networks—0
An Analysis for Reasoning Bias of Language Models with Small Initialization—0
An associative memory model with very high memory rate: Image storage by sequential addition learning—0
An Efficient Method of Training Small Models for Regression Problems with Knowledge Distillation—0
An Evaluation on Large Language Model Outputs: Discourse and Memorization—0
A new membership inference attack that spots memorization in generative and predictive models: Loss-Based with Reference Model algorithm (LBRM)—0
An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks—0
An introduction to memory competitions, records and techniques—0
Annotation Inconsistency and Entity Bias in MultiWOZ—0
Applied Federated Model Personalisation in the Industrial Domain: A Comparative Study—0
Approximating Real-Time Recurrent Learning with Random Kronecker Factors—0
A Practical Approach to Sizing Neural Networks—0
A Random Matrix Analysis of In-context Memorization for Nonlinear Attention—0
Are Large Language Models Memorizing Bug Benchmarks?—0
Are Transformers with One Layer Self-Attention Using Low-Rank Weight Matrices Universal Approximators?—0
Are You Sure You Want To Do That? Classification with Verification—0
Are You Sure YouWant To Do That? Classification with Interpretable Queries—0
Arithmetic with Language Models: from Memorization to Computation—0
A Simple Approach to the Noisy Label Problem Through the Gambler's Loss—0
A Simple Model of Inference Scaling Laws—0
A Spline Theory of Deep Learning—0
Assessing Generalization in TD methods for Deep Reinforcement Learning—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