SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–425 of 1088 papers

TitleStatusHype
Coherence and Diversity through Noise: Self-Supervised Paraphrase Generation via Structure-Aware Denoising—0
Holistic Audit Dataset Generation for LLM Unlearning via Knowledge Graph Traversal and Redundancy Removal—0
Exploring Fact Memorization and Style Imitation in LLMs Using QLoRA: An Experimental Study and Quality Assessment Methods—0
Hopfield model with planted patterns: a teacher-student self-supervised learning model—0
How BPE Affects Memorization in Transformers—0
Customizing Large Language Model Generation Style using Parameter-Efficient Finetuning—0
Weak and Strong Gradient Directions: Explaining Memorization, Generalization, and Hardness of Examples at Scale—0
Codex Hacks HackerRank: Memorization Issues and a Framework for Code Synthesis Evaluation—0
A Simple Approach to the Noisy Label Problem Through the Gambler's Loss—0
Adaptive Pre-training Data Detection for Large Language Models via Surprising Tokens—0
Investigating Memorization in Video Diffusion Models—0
Koala: An Index for Quantifying Overlaps with Pre-training Corpora—0
Learning Associative Memories with Gradient Descent—0
Data Contamination: From Memorization to Exploitation—0
Excitatory/Inhibitory Balance Emerges as a Key Factor for RBN Performance, Overriding Attractor Dynamics—0
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks—0
CNTN: Cyclic Noise-tolerant Network for Gait Recognition—0
Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey—0
Redundancy and Concept Analysis for Code-trained Language Models—0
CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation—0
Identity Crisis: Memorization and Generalization under Extreme Overparameterization—0
IGDA: Interactive Graph Discovery through Large Language Model Agents—0
Closed-Book Training to Improve Summarization Encoder Memory—0
A Lightweight Method to Disrupt Memorized Sequences in LLM—0
Accessing the topological properties of human brain functional sub-circuits in Echo State Networks—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