conftrace_

factuality alignment

4 papers

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Co-occurring keywords · papers mentioning both

large language model (2) hallucination mitigation (2) kahneman-tversky optimization (1) semantic entropy (1) fine-grained learning (1) geospatial knowledge (1) confidence score (1) long-form generation (1) knowledge boundary (1) knowledge boundaries (1)

Papers

Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs ICLR 2025 Mitigating Geospatial Knowledge Hallucination in Large Language Models: Benchmarking and Dynamic Factuality Aligning EMNLP 2025 UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models ACL 2025 FactAlign: Long-form Factuality Alignment of Large Language Models EMNLP 2024