conftrace_

consistency checking

12 papers

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Co-occurring keywords · papers mentioning both

hallucination detection (3) large language model (2) internal state analysis (2) information extraction (2) attention mechanism (2) relational graph convolutional network (1) qualitative preference (1) preference variable (1) qualitative reasoning (1) reading consistency (1)

Papers

Checking Consistency of CP-Theory Preferences in Polynomial Time AAAI 2025 Consistency Is the Key: Detecting Hallucinations in LLM Generated Text By Checking Inconsistencies About Key Facts IJCNLP 2025 Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models ACL 2025 Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling AAAI 2025 Auditing Local Explanations is Hard NeurIPS 2024 EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records NeurIPS 2024 Finite Groundings for ASP with Functions: A Journey through Consistency IJCAI 2024 LLM-Check: Investigating Detection of Hallucinations in Large Language Models NeurIPS 2024 Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking ACL 2024 WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning ACL 2023 Jointly Identifying and Fixing Inconsistent Readings from Information Extraction Systems ACL 2022 Efficient Inference and Computation of Optimal Alternatives for Preference Languages Based On Lexicographic Models IJCAI 2017