conftrace_

output distribution

11 papers

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Co-occurring keywords

large language model (13587) language model (4599) data contamination (69) knowledge distillation (3725) transductive inference (24) transduction (1) gradient-based sampling (15) latent variable model (564) latent variable (541) text watermark (7)

Papers

Beyond Next Token Probabilities: Learnable, Fast Detection of Hallucinations and Data Contamination on LLM Output Distributions AAAI 2026
Task-aware Block Pruning with Output Distribution Signals for Large Language Models EACL 2026
LLM Jailbreak Detection for (Almost) Free! EMNLP 2025
Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning ACL 2025
Downstream Trade-offs of a Family of Text Watermarks EMNLP 2024
Dual-Space Knowledge Distillation for Large Language Models EMNLP 2024
Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models ACL 2024
Gradient-based Wang-Landau Algorithm: A Novel Sampler for Output Distribution of Neural Networks over the Input Space ICML 2023
Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation NAACL 2022
An Empirical Investigation of Contextualized Number Prediction EMNLP 2020
Distribution Matching for Transduction NIPS 2009