Xiuying Chen
5 papers in the PaperMetrix corpus
Papers by this author
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Privacy-Preserving Collaborative Model Learning: The Case of Word Vector Training
2018 · IEEE Transactions on Knowledge and Data Engineering
Nowadays, machine learning is becoming a new paradigm for mining hidden knowledge in big data. The collection and manipulation of big data not only create considerable values, but also raise serious privacy concerns. To protect …
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Meaningful Answer Generation of E-Commerce Question-Answering
2020 · arXiv (Cornell University)
In e-commerce portals, generating answers for product-related questions has become a crucial task. In this paper, we focus on the task of product-aware answer generation, which learns to generate an accurate and complete answer from …
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BioGen: Generating Biography Summary under Table Guidance on Wikipedia
2021
Capturing the salient information from an input article has been a long-standing challenge for summarization. On Wikipedia, most of the wiki pages about people contain a factual table that lists the basic properties of the …
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Unsupervised Mitigating Gender Bias by Character Components: A Case Study of Chinese Word Embedding
2022
Word embeddings learned from massive text collections have demonstrated significant levels of discriminative biases. However, debiasing on the Chinese language, one of the most spoken languages, has been less explored. Meanwhile, existing literature relies on …
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VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles
2020
A popular multimedia news format nowadays is providing users with a lively video and a corresponding news article, which is employed by influential news media including CNN, BBC, and social media including Twitter and Weibo. …