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20182025
most citedDSGPT: Domain-Specific Generative Pre-Training of Transformers for Text Generation in E-commerce Title and Review Summarization

14 citations · 24 across the 9 of their papers we have counts for

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2 papers · 1 filter

cs.LG2020

BERT2DNN: BERT Distillation with Massive Unlabeled Data for Online E-Commerce Search

Yunjiang Jiang, Yue Shang, Ziyang Liu +6

Relevance has significant impact on user experience and business profit for e-commerce search platform. In this work, we propose a data-driven framework for search relevance predic…

cs.LG2018

Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews

Zheng Chen, Yong Zhang, Yue Shang +1

This paper proposes a new HDP based online review rating regression model named Topic-Sentiment-Preference Regression Analysis (TSPRA). TSPRA combines topics (i.e. product aspects)…