Knowledge-Enhanced Multi-Label Few-Shot Product Attribute-Value Extraction

Author:

Gong Jiaying1ORCID,Chen Wei-Te2ORCID,Eldardiry Hoda1ORCID

Affiliation:

1. Virginia Polytechnic Institute and State University, Blacksburg, VA, USA

2. Rakuten Institute of Technology, Boston, MA, USA

Publisher

ACM

Reference41 articles.

1. LaSO: Label-Set Operations Networks for Multi-Label Few-Shot Learning

2. Matching the Blanks: Distributional Similarity for Relation Learning

3. Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction

4. Zhongfen Deng , Wei-Te Chen , Lei Chen , and Philip S . Yu . 2022 . AE-smnsMLC: Multi- Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction. In 2022 IEEE International Conference on Big Data (Big Data) . 1816--1821. https://doi.org/10.1109/BigData55660.2022.10020304 10.1109/BigData55660.2022.10020304 Zhongfen Deng, Wei-Te Chen, Lei Chen, and Philip S. Yu. 2022. AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction. In 2022 IEEE International Conference on Big Data (Big Data). 1816--1821. https://doi.org/10.1109/BigData55660.2022.10020304

5. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , Volume 1 (Long and Short Papers). Association for Computational Linguistics, Minneapolis, Minnesota, 4171--4186. https://doi.org/10. 18653/v1/N19--1423 10.18653/v1 Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). Association for Computational Linguistics, Minneapolis, Minnesota, 4171--4186. https://doi.org/10.18653/v1/N19--1423

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Few-shot partial multi-label learning with synthetic features network;Knowledge and Information Systems;2023-09-28

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3