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NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-task Financial Forecasting


Jan 05, 2022
Linyi Yang, Jiazheng Li, Ruihai Dong, Yue Zhang, Barry Smyth

* Accepted to AAAI-22 

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NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation


Dec 06, 2021
Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein, Jinho D. Choi, Eduard Hovy, Ondrej Dusek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Rishabh Gupta, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, Kalpesh Krishna, Ashutosh Kumar, Stefan Langer, Seungjae Ryan Lee, Corey James Levinson, Hualou Liang, Kaizhao Liang, Zhexiong Liu, Andrey Lukyanenko, Vukosi Marivate, Gerard de Melo, Simon Meoni, Maxime Meyer, Afnan Mir, Nafise Sadat Moosavi, Niklas Muennighoff, Timothy Sum Hon Mun, Kenton Murray, Marcin Namysl, Maria Obedkova, Priti Oli, Nivranshu Pasricha, Jan Pfister, Richard Plant, Vinay Prabhu, Vasile Pais, Libo Qin, Shahab Raji, Pawan Kumar Rajpoot, Vikas Raunak, Roy Rinberg, Nicolas Roberts, Juan Diego Rodriguez, Claude Roux, Vasconcellos P. H. S., Ananya B. Sai, Robin M. Schmidt, Thomas Scialom, Tshephisho Sefara, Saqib N. Shamsi, Xudong Shen, Haoyue Shi, Yiwen Shi, Anna Shvets, Nick Siegel, Damien Sileo, Jamie Simon, Chandan Singh, Roman Sitelew, Priyank Soni, Taylor Sorensen, William Soto, Aman Srivastava, KV Aditya Srivatsa, Tony Sun, Mukund Varma T, A Tabassum, Fiona Anting Tan, Ryan Teehan, Mo Tiwari, Marie Tolkiehn, Athena Wang, Zijian Wang, Gloria Wang, Zijie J. Wang, Fuxuan Wei, Bryan Wilie, Genta Indra Winata, Xinyi Wu, Witold Wydmański, Tianbao Xie, Usama Yaseen, M. Yee, Jing Zhang, Yue Zhang

* 39 pages, repository at https://github.com/GEM-benchmark/NL-Augmenter 

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Confidence-Aware Active Feedback for Efficient Instance Search


Oct 23, 2021
Yue Zhang, Chao Liang, Longxiang Jiang


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Entity Relation Extraction as Dependency Parsing in Visually Rich Documents


Oct 19, 2021
Yue Zhang, Bo Zhang, Rui Wang, Junjie Cao, Chen Li, Zuyi Bao

* Accepted to EMNLP 2021 (main conference) 

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PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation


Oct 15, 2021
Mohsen Yavartanoo, Shih-Hsuan Hung, Reyhaneh Neshatavar, Yue Zhang, Kyoung Mu Lee


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Solving Aspect Category Sentiment Analysis as a Text Generation Task


Oct 14, 2021
Jian Liu, Zhiyang Teng, Leyang Cui, Hanmeng Liu, Yue Zhang

* EMNLP 2021 main conference 

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Investigating Non-local Features for Neural Constituency Parsing


Sep 27, 2021
Leyang Cui, Sen Yang, Yue Zhang


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Automatic hippocampal surface generation via 3D U-net and active shape modeling with hybrid particle swarm optimization


Sep 14, 2021
Pinyuan Zhong, Yue Zhang, Xiaoying Tang


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Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation


Sep 12, 2021
Leyang Cui, Yu Wu, Shujie Liu, Yue Zhang

* EMNLP 2021 

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Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation


Sep 08, 2021
Leonardo F. R. Ribeiro, Jonas Pfeiffer, Yue Zhang, Iryna Gurevych

* Accepted as a conference paper to EMNLP 2021 

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Exploring Generalization Ability of Pretrained Language Models on Arithmetic and Logical Reasoning


Aug 15, 2021
Cunxiang Wang, Boyuan Zheng, Yuchen Niu, Yue Zhang

* Accepted by NLPCC2021 

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Multi-phase Liver Tumor Segmentation with Spatial Aggregation and Uncertain Region Inpainting


Aug 05, 2021
Yue Zhang, Chengtao Peng, Liying Peng, Huimin Huang, Ruofeng Tong, Lanfen Lin, Jingsong Li, Yen-Wei Chen, Qingqing Chen, Hongjie Hu, Zhiyi Peng

* To appear in MICCAI 2021 

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Understanding the merging behavior patterns and evolutionary mechanism at freeway on-ramps


Jul 31, 2021
Yue Zhang, Yajie Zou, Lingtao Wuand Wanbing Han


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S2Looking: A Satellite Side-Looking Dataset for Building Change Detection


Jul 20, 2021
Li Shen, Yao Lu, Hao Chen, Hao Wei, Donghai Xie, Jiabao Yue, Rui Chen, Yue Zhang, Ao Zhang, Shouye Lv, Bitao Jiang


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Supervised Off-Policy Ranking


Jul 03, 2021
Yue Jin, Yue Zhang, Tao Qin, Xudong Zhang, Jian Yuan, Houqiang Li, Tie-Yan Liu


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Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis


Jun 30, 2021
Linyi Yang, Jiazheng Li, Pádraig Cunningham, Yue Zhang, Barry Smyth, Ruihai Dong

* ACL-21, Main Conference, Long Paper 

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Non-Point Visible Light Transmitter Localization based on Monocular Camera


Jun 29, 2021
Hongxiu Zhao, Xun Zhang, Faouzi Bader, Yue Zhang

* BMSB, May 2021, Paris, France 

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Template-Based Named Entity Recognition Using BART


Jun 03, 2021
Leyang Cui, Yu Wu, Jian Liu, Sen Yang, Yue Zhang


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Can Generative Pre-trained Language Models Serve as Knowledge Bases for Closed-book QA?


Jun 03, 2021
Cunxiang Wang, Pai Liu, Yue Zhang

* Accepted By ACL-IJCNLP 2021 

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Semantic Representation for Dialogue Modeling


Jun 01, 2021
Xuefeng Bai, Yulong Chen, Linfeng Song, Yue Zhang

* Final camera ready version, to appear in ACL2021 main conference 

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On Compositional Generalization of Neural Machine Translation


May 31, 2021
Yafu Li, Yongjing Yin, Yulong Chen, Yue Zhang

* To appear at the ACL 2021 main conference 

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G-Transformer for Document-level Machine Translation


May 31, 2021
Guangsheng Bao, Yue Zhang, Zhiyang Teng, Boxing Chen, Weihua Luo

* Accepted by ACL2021 main track 

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DialogSum: A Real-Life Scenario Dialogue Summarization Dataset


May 31, 2021
Yulong Chen, Yang Liu, Liang Chen, Yue Zhang

* ACL findings 

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V2V Spatiotemporal Interactive Pattern Recognition and Risk Analysis in Lane Changes


May 22, 2021
Yue Zhang, Yajie Zou, Lingtao Wu

* 23 pages, 16 figures 

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Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter


May 20, 2021
Wei Liu, Xiyan Fu, Yue Zhang, Wenming Xiao

* Accepted by ACL2021(Long Paper) 

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Towards Navigation by Reasoning over Spatial Configurations


May 14, 2021
Yue Zhang, Quan Guo, Parisa Kordjamshidi


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DialSumm: A Real-Life Scenario Dialogue Summarization Dataset


May 14, 2021
Yulong Chen, Yang Liu, Liang Chen, Yue Zhang

* ACL findings 

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