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Articles

Computer Science > Machine Learning

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By Druv Pai, Peng Wang, Yi Ma
| arxiv.org
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Active-Dormant Attention Heads: Mechanistically Demystifying Extreme-Token Phenomena in LLMs

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By Druv Pai, Yu Qing Bai, Jiantao Jiao, Michael Jordan
| arxiv.org
[Submitted on 17 Oct 2024 ( v1 ), last revised 7 Nov 2024 (this version, v2)] Title:Active-Dormant Attention Heads: Mechanistically Demystifying Extreme-Token Phenomena in LLMs View a PDF of the paper titled Active-Dormant Attention Heads: Mechanistically Demystifying Extreme-Token Phenomena in LLMs, by Tianyu Guo and 5 other authors View PDF HTML (experimental) Abstract:Practitioners have consistently observed three puzzling phenomena in transformer-based large language models (LLMs):...
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Congestion Pricing for Efficiency and Equity: Theory and Applications to the San Francisco Bay Area

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By Kshitij Kulkarni, Druv Pai, Jiarui Yang, Manxi Wu
| arxiv.org
[Submitted on 30 Jan 2024] Title:Congestion Pricing for Efficiency and Equity: Theory and Applications to the San Francisco Bay Area Download a PDF of the paper titled Congestion Pricing for Efficiency and Equity: Theory and Applications to the San Francisco Bay Area, by Chinmay Maheshwari and Kshitij Kulkarni and Druv Pai and Jiarui Yang and Manxi Wu and Shankar Sastry Download PDF Abstract:Congestion pricing, while adopted by many cities to alleviate traffic congestion, raises concerns...
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