HCL4QC: Incorporating Hierarchical Category Structures Into Contrastive Learning for E-commerce Query Classification-Reference-Cited by-同舟云学术

HCL4QC: Incorporating Hierarchical Category Structures Into Contrastive Learning for E-commerce Query Classification

Published:2023-10-21 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 32nd ACM International Conference on Information and Knowledge Management
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Author:

Zhu Lvxing¹^ORCID,Zhang Kexin²^ORCID,Chen Hao¹^ORCID,Wei Chao¹^ORCID,Zhang Weiru¹^ORCID,Tang Haihong¹^ORCID,Li Xiu²^ORCID

Affiliation:

1. Alibaba Group, Hangzhou, China

2. Tsinghua University, Shenzhen, China

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3583780.3614907

Reference39 articles.

1. HARAM: A Hierarchical ARAM Neural Network for Large-Scale Text Classification

2. Taming Pretrained Transformers for Extreme Multi-label Text Classification

3. Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification

4. Ting Chen , Simon Kornblith , Mohammad Norouzi , and Geoffrey Hinton . 2020 . A simple framework for contrastive learning of visual representations . In International conference on machine learning. PMLR, 1597--1607 . Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey Hinton. 2020. A simple framework for contrastive learning of visual representations. In International conference on machine learning. PMLR, 1597--1607.

5. HCSC: Hierarchical Contrastive Selective Coding

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