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A Numerical Reasoning Question Answering System with Fine-grained Retriever and the Ensemble of Multiple Generators for FinQA



Bin Wang , Jiangzhou Ju , Yunlin Mao , Xin-Yu Dai , Shujian Huang , Jiajun Chen


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Exploiting Global Semantic Similarities in Knowledge Graphs by Relational Prototype Entities



Xueliang Wang , Jiajun Chen , Feng Wu , Jie Wang

* 11 pages, 6 figures, Knowledge Graph Embedding 

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Analyzing the Intensity of Complaints on Social Media



Ming Fang , Shi Zong , Jing Li , Xinyu Dai , Shujian Huang , Jiajun Chen

* NAACL 2022 (Findings) 

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$\textit{latent}$-GLAT: Glancing at Latent Variables for Parallel Text Generation



Yu Bao , Hao Zhou , Shujian Huang , Dongqi Wang , Lihua Qian , Xinyu Dai , Jiajun Chen , Lei Li

* 12 pages, 5 figures, 6 tables. Accepted as a long paper in the main conference of ACL-2022 

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ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs



Zhanqiu Zhang , Jie Wang , Jiajun Chen , Shuiwang Ji , Feng Wu

* Accepted to NeurIPS 2021 

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Non-Parametric Online Learning from Human Feedback for Neural Machine Translation



Dongqi Wang , Haoran Wei , Zhirui Zhang , Shujian Huang , Jun Xie , Weihua Luo , Jiajun Chen


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Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation



Xin Zheng , Zhirui Zhang , Shujian Huang , Boxing Chen , Jun Xie , Weihua Luo , Jiajun Chen

* Findings of EMNLP 2021 

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Energy-based Unknown Intent Detection with Data Manipulation



Yawen Ouyang , Jiasheng Ye , Yu Chen , Xinyu Dai , Shujian Huang , Jiajun Chen

* 10 pages, 4 figures, accepted by Findings of ACL-IJCNLP 2021 

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Technical Report of Team GraphMIRAcles in the WikiKG90M-LSC Track of OGB-LSC @ KDD Cup 2021



Jianyu Cai , Jiajun Chen , Taoxing Pan , Zhanqiu Zhang , Jie Wang


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Adaptive Nearest Neighbor Machine Translation



Xin Zheng , Zhirui Zhang , Junliang Guo , Shujian Huang , Boxing Chen , Weihua Luo , Jiajun Chen

* Accepted by ACL-IJCNLP 2021 main conference 

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