conftrace_

irrelevant context

6 papers

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Co-occurring keywords · papers mentioning both

large language model (4) retrieval-augmented generation (2) benchmark evaluation (2) stepwise tree search (1) context robustness (1) opinion shift (1) prompt steering (1) layer knowledge guided attention (1) passage relevance (1) layer knowledge (1)

Papers

How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark EMNLP 2025 Making RALM Robust to Irrelevant Contexts via Layer Knowledge Guided Attention ACL 2025 Quantifying the Influence of Irrelevant Contexts on Political Opinions Produced by LLMs ACL 2025 Assessing “Implicit” Retrieval Robustness of Large Language Models EMNLP 2024 Making Retrieval-Augmented Language Models Robust to Irrelevant Context ICLR 2024 Large Language Models Can Be Easily Distracted by Irrelevant Context ICML 2023