conftrace_

logit analysis

6 papers

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Co-occurring keywords · papers mentioning both

large language model (2) hallucination detection (2) inference monitoring (1) open-source model (1) ai-generated text (1) in-distribution accuracy (1) augmentation recipe (1) maximal logit (1) origin detection (1) context inference pattern (1)

Papers

Diagnosing Pretrained Models for Out-of-distribution Detection ICCV 2025 Estimating LLM Consistency: A User Baseline vs Surrogate Metrics EMNLP 2025 Howard University - AI4PC at SemEval-2025 Task 3: Logit-based Supervised Token Classification for Multilingual Hallucination Span Identification Using XGBOD SemEval 2025 LLM Jailbreak Detection for (Almost) Free! EMNLP 2025 Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis EMNLP 2025 User-side Model Consistency Monitoring for Open Source Large Language Models Inference Services ACL 2025