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Papers
Detecting Non-Membership in LLM Training Data via Rank Correlations
EACL 2026
How Hard is Math? Using Quantitative Metrics to Measure LLM Alignment to Human Intuitions of Difficulty
ACL 2026
The Confident Liar: Diagnosing Multi-Agent Debate with Log-Probabilities and LLM-as-Judge
ACL 2026
Training on the Benchmark Is Not All You Need
AAAI 2025
Log Probabilities Are a Reliable Estimate of Semantic Plausibility in Base and Instruction-Tuned Language Models
EMNLP 2024
“My Answer is C”: First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models
ACL 2024
Pollice Verso at SemEval-2024 Task 6: The Roman Empire Strikes Back
SemEval 2024
Unleashing the Potentials of Likelihood Composition for Multi-modal Language Models
EMNLP 2024
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature
ICML 2023
SeqXGPT: Sentence-Level AI-Generated Text Detection
EMNLP 2023
On the Softmax Bottleneck of Recurrent Language Models
AAAI 2021
Evaluating probabilities under high-dimensional latent variable models
NeurIPS 2008