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ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval


May 18, 2022
Yuxiang Lu, Yiding Liu, Jiaxiang Liu, Yunsheng Shi, Zhengjie Huang, Shikun Feng Yu Sun, Hao Tian, Hua Wu, Shuaiqiang Wang, Dawei Yin, Haifeng Wang


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Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning


May 13, 2022
Huijuan Wang, Siming Dai, Weiyue Su, Hui Zhong, Zeyang Fang, Zhengjie Huang, Shikun Feng, Zeyu Chen, Yu Sun, Dianhai Yu

* Accepted by IJCAI 2022 

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ERNIE-GeoL: A Geography-and-Language Pre-trained Model and its Applications in Baidu Maps


Apr 06, 2022
Jizhou Huang, Haifeng Wang, Yibo Sun, Yunsheng Shi, Zhengjie Huang, An Zhuo, Shikun Feng

* Submitted to KDD 2022 ADS Track 

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Graph4Rec: A Universal Toolkit with Graph Neural Networks for Recommender Systems


Dec 08, 2021
Weibin Li, Mingkai He, Zhengjie Huang, Xianming Wang, Shikun Feng, Weiyue Su, Yu Sun

* 8 pages, 4 figures 

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NOTE: Solution for KDD-CUP 2021 WikiKG90M-LSC


Jul 05, 2021
Weiyue Su, Zeyang Fang, Hui Zhong, Huijuan Wang, Siming Dai, Zhengjie Huang, Yunsheng Shi, Shikun Feng, Zeyu Chen

* The 1st solution for KDD-CUP 2021 WIKIKG90M-LSC. 7 pages, 2 figures, 1 table 

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LiteGEM: Lite Geometry Enhanced Molecular Representation Learning for Quantum Property Prediction


Jun 28, 2021
Shanzhuo Zhang, Lihang Liu, Sheng Gao, Donglong He, Xiaomin Fang, Weibin Li, Zhengjie Huang, Weiyue Su, Wenjin Wang


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Masked Label Prediction: Unified Massage Passing Model for Semi-Supervised Classification


Sep 09, 2020
Yunsheng Shi, Zhengjie Huang, Wenjin Wang, Hui Zhong, Shikun Feng, Yu Sun


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kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification


Sep 09, 2020
Jiaxiang Liu, Xuyi Chen, Shikun Feng, Shuohuan Wang, Xuan Ouyang, Yu Sun, Zhengjie Huang, Weiyue Su


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ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model


Sep 08, 2020
Zhengjie Huang, Shikun Feng, Weiyue Su, Xuyi Chen, Shuohuan Wang, Jiaxiang Liu, Xuan Ouyang, Yu Sun


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