Concepedia

Zixuan Ke

ZK

8

Publications

265

Citations

8

H-Index

2021

Active since

Affiliations

University of Illinois Chicago(Current)

Zixuan Ke is an author at University of Illinois Chicago specializing in machine learning, engineering, and computational linguistics.

Top concepts

EngineeringMachine LearningComputational LinguisticsNatural Language ProcessingLinguisticsData ScienceCognitive ScienceArtificial IntelligenceContinual Learning (Lifelong Deep Learning)Language

Publications per year

2021–2023

8

Publications

8

Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks

Zixuan Ke, Bing Liu, Xingchang Huang · arXiv (Cornell University) · 2021 · 53 citations · Full text

Artificial Intelligence, Incremental Learning, Engineering +23

Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks

Zixuan Ke, Hu Xu, Bing Liu · 2021 · 46 citations · Full text

Llm Fine-tuning, Novel Capsule Network, Engineering +21

Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning

Zixuan Ke, Bing Liu, Nianzu Ma et al. · arXiv (Cornell University) · 2021 · 44 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +23

CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks

Zixuan Ke, Bing Liu, Hu Xu et al. · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 35 citations · Full text

Incremental Learning, Engineering, Machine Learning +22

Continual Training of Language Models for Few-Shot Learning

Zixuan Ke, Haowei Lin, Yijia Shao et al. · 2022 · 28 citations · Full text

Few-shot Learning, Llm Fine-tuning, Impressive Performance +17

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