1.5k citations · 5.2k across the 127 of their papers we have counts for
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Gaussian Mixture Embeddings for Multiple Word Prototypes
Xinchi Chen, Xipeng Qiu, Jingxiang Jiang +1
Recently, word representation has been increasingly focused on for its excellent properties in representing the word semantics. Previous works mainly suffer from the problem of pol…
Overview of the NLPCC 2015 Shared Task: Chinese Word Segmentation and POS Tagging for Micro-blog Texts
Xipeng Qiu, Peng Qian, Liusong Yin +2
In this paper, we give an overview for the shared task at the 4th CCF Conference on Natural Language Processing \& Chinese Computing (NLPCC 2015): Chinese word segmentation and par…
A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network
Chenxi Zhu, Xipeng Qiu, Xinchi Chen +1
In this work, we address the problem to model all the nodes (words or phrases) in a dependency tree with the dense representations. We propose a recursive convolutional neural netw…