conftrace_

context faithfulness

7 papers

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Co-occurring keywords · papers mentioning both

retrieval-augmented generation (5) large language model (3) knowledge conflict (2) hallucination mitigation (2) memory strength (1) context decoding (1) fact-level reasoning (1) fine-grained optimization (1) token-level uncertainty (1) context grounding (1)

Papers

Context-DPO: Aligning Language Models for Context-Faithfulness ACL 2025 Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models ACL 2025 FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" ICLR 2025 FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation ACL 2025 Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution ACL 2025 Investigating Context Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style ACL 2025 Understanding and Leveraging the Expert Specialization of Context Faithfulness in Mixture-of-Experts LLMs EMNLP 2025