How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers

Research article (Findings of the Association for Computational Linguistics: EMNLP 2022, 2022) · cited 15× · AI/ML
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How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers

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How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers. Retrieved May 24, 2026, from https://4ort.xyz/entity/how-much-does-attention-actually-attend-questioning-the-importance-of-attention-in-pretrained-transformers
MLA “How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/how-much-does-attention-actually-attend-questioning-the-importance-of-attention-in-pretrained-transformers.
BibTeX @misc{4ortxyz_how-much-does-attention-actually-attend-questioning-the-importance-of-attention-in-pretrained-transformers_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers}}, year = {2026}, url = {https://4ort.xyz/entity/how-much-does-attention-actually-attend-questioning-the-importance-of-attention-in-pretrained-transformers}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers — https://4ort.xyz/entity/how-much-does-attention-actually-attend-questioning-the-importance-of-attention-in-pretrained-transformers (retrieved 2026-05-24)

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