Xinyan Xiao
5 papers in the PaperMetrix corpus
Papers by this author
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A Practical Chinese Dependency Parser Based on A Large-scale Dataset
2020 · arXiv (Cornell University)
Dependency parsing is a longstanding natural language processing task, with its outputs crucial to various downstream tasks. Recently, neural network based (NN-based) dependency parsing has achieved significant progress and obtained the state-of-the-art results. As we …
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SgSum: Transforming Multi-document Summarization into Sub-graph Selection
2021 · arXiv (Cornell University)
Most of existing extractive multi-document summarization (MDS) methods score each sentence individually and extract salient sentences one by one to compose a summary, which have two main drawbacks: (1) neglecting both the intra and cross-document …
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Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling
2018
Information selection is the most important component in document summarization task. In this paper, we propose to extend the basic neural encoding-decoding framework with an information selection layer to explicitly model and optimize the information …
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DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications
2018
Wei He, Kai Liu, Jing Liu, Yajuan Lyu, Shiqi Zhao, Xinyan Xiao, Yuan Liu, Yizhong Wang, Hua Wu, Qiaoqiao She, Xuan Liu, Tian Wu, Haifeng Wang. Proceedings of the Workshop on Machine Reading for Question …
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Unified Structure Generation for Universal Information Extraction
2022 · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Yaojie Lu, Qing Liu, Dai Dai, Xinyan Xiao, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2022.