conftrace_

token probability

25 papers

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Co-occurring keywords

large language model (13587) language model (4599) text generation (2913) hallucination detection (530) probability alignment (2) recall uncertainty (2) fan effect (2) uncertainty estimation (648) semantic similarity (910) named entity recognition (2813)

Papers

Towards Understanding How Knowledge Evolves in Large Vision-Language Models CVPR 2025
HalluRAG-RUG at SemEval-2025 Task 3: Using Retrieval-Augmented Generation for Hallucination Detection in Model Outputs SEMEVAL 2025
Understanding Token Probability Encoding in Output Embeddings COLING 2025
HalluRAG-RUG at SemEval-2025 Task 3: Using Retrieval-Augmented Generation for Hallucination Detection in Model Outputs ACL 2025
Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs NAACL 2025
Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations NAACL 2025
EvalAssist: LLM-as-a-Judge Simplified AAAI 2025
UNCERTAINTY-LINE: Length-Invariant Estimation of Uncertainty for Large Language Models EMNLP 2025
Certain but not Probable? Differentiating Certainty from Probability in LLM Token Outputs for Probabilistic Scenarios EMNLP 2025
Measuring scalar constructs in social science with LLMs EMNLP 2025
Nuance Matters: Probing Epistemic Consistency in Causal Reasoning AAAI 2025
Components of Creativity: Language Model-based Predictors for Clustering and Switching in Verbal Fluency ACL 2025
Information-Theoretic and Prompt-Based Evaluation of Discourse Connective Edits in Instructional Text Revisions EMNLP 2025
Large Language Model Recall Uncertainty is Modulated by the Fan Effect EMNLP 2024
Confidence Under the Hood: An Investigation into the Confidence-Probability Alignment in Large Language Models ACL 2024
SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding ACL 2024
MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs ACL 2024
Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method EMNLP 2024
Duwak: Dual Watermarks in Large Language Models ACL 2024
Large Language Model Recall Uncertainty is Modulated by the Fan Effect CONLL 2024
Genaios at SemEval-2024 Task 8: Detecting Machine-Generated Text by Mixing Language Model Probabilistic Features NAACL 2024
Lightweight reranking for language model generations ACL 2024
ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence NIPS 2024
Self-Consistency of Large Language Models under Ambiguity EMNLP 2023
Revisiting Source Context in Nearest Neighbor Machine Translation EMNLP 2023