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Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned

Research article (Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019) · cited 1,055× · AI/ML
academia openalex:W2946794439
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Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned

Summary

Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned is a scholarly article[1].

Key Facts

  • Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned's instance of is recorded as scholarly article[2].

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Direct Wikidata claims

  1. [2] ↑ . wikidata.org.

Class ancestry

  1. [1] ↑ . Wikidata. wikidata.org.

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APA 4ort.xyz Knowledge Graph. (2026). Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned. Retrieved May 24, 2026, from https://4ort.xyz/entity/analyzing-multi-head-self-attention-specialized-heads-do-the-heavy-lifting-the-rest-can-be-pruned
MLA “Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/analyzing-multi-head-self-attention-specialized-heads-do-the-heavy-lifting-the-rest-can-be-pruned.
BibTeX @misc{4ortxyz_analyzing-multi-head-self-attention-specialized-heads-do-the-heavy-lifting-the-rest-can-be-pruned_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned}}, year = {2026}, url = {https://4ort.xyz/entity/analyzing-multi-head-self-attention-specialized-heads-do-the-heavy-lifting-the-rest-can-be-pruned}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned — https://4ort.xyz/entity/analyzing-multi-head-self-attention-specialized-heads-do-the-heavy-lifting-the-rest-can-be-pruned (retrieved 2026-05-24)

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