SOTAVerified

Memorization

Papers

Showing 611620 of 1088 papers

TitleStatusHype
A Causal View of Entity Bias in (Large) Language ModelsCode0
Sources of Hallucination by Large Language Models on Inference TasksCode1
Mitigating Label Noise through Data AmbiguationCode0
Continual Dialogue State Tracking via Example-Guided Question AnsweringCode0
HumBEL: A Human-in-the-Loop Approach for Evaluating Demographic Factors of Language Models in Human-Machine ConversationsCode0
To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph CompletionCode1
Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate0
How Spurious Features Are Memorized: Precise Analysis for Random and NTK FeaturesCode0
Memorization for Good: Encryption with Autoregressive Language ModelsCode1
Assessing Hidden Risks of LLMs: An Empirical Study on Robustness, Consistency, and CredibilityCode0
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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