Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps

Research article (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024) · cited 18× · AI/ML
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Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps

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Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps. Retrieved May 24, 2026, from https://4ort.xyz/entity/lookback-lens-detecting-and-mitigating-contextual-hallucinations-in-large-language-models-using-only-attention-maps
MLA “Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/lookback-lens-detecting-and-mitigating-contextual-hallucinations-in-large-language-models-using-only-attention-maps.
BibTeX @misc{4ortxyz_lookback-lens-detecting-and-mitigating-contextual-hallucinations-in-large-language-models-using-only-attention-maps_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps}}, year = {2026}, url = {https://4ort.xyz/entity/lookback-lens-detecting-and-mitigating-contextual-hallucinations-in-large-language-models-using-only-attention-maps}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps — https://4ort.xyz/entity/lookback-lens-detecting-and-mitigating-contextual-hallucinations-in-large-language-models-using-only-attention-maps (retrieved 2026-05-24)

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