conftrace_

contextual faithfulness

5 papers

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Co-occurring keywords · papers mentioning both

large language model (3) retrieval head (2) attention head (2) question answering (2) event reasoning (1) control token (1) long-form question answering (1) knowledge conflict (1) contrastive decoding (1) faithfulness evaluation (1)

Papers

Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning AAAI 2026 DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations EMNLP 2025 Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025 PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025 Context-faithful Prompting for Large Language Models EMNLP 2023