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VLDB 2026 Research / reviewers in the wild / expert

Jackson Taylor

dblp:387/8170 · DBLP profile ↗
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1ranked-venue papers
0as first author
1since 2021 · last 2024
—ORCID · unresolved

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
1 paper
Language models and text generation · 100%

Topics — the 2 heaviest of 2, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Natural language and speech › Language models and text generation › large language model › knowledge in language models
memorization		 0.812024
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting · EMNLP 2024
Natural language and speech › Language models and text generation › prompt tuning
soft prompt tuning		 0.812024
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting · EMNLP 2024

Methods — techniques the papers use, named apart from their topics

dynamic soft prompting · 0.8
YearPublicationVenuePosition
2024 Unlocking Memorization in Large Language Models with Dynamic Soft Prompting
abstract
Zhepeng Wang, Runxue Bao, Yawen Wu, Jackson Taylor, Cao Xiao, Feng Zheng, Weiwen Jiang, Shangqian Gao, Yanfu Zhang. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. 2024.
Zhepeng Wang 0001, Runxue Bao, Yawen Wu, Jackson Taylor, Cao Xiao, Feng Zheng 0001, Weiwen Jiang, Shangqian Gao, Yanfu Zhang
 EMNLP4