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Very Large Language Model as a Unified Methodology of Text Mining


Dec 20, 2022
Meng Jiang

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* 4 pages, 3 figures 

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Retrieval Augmentation for Commonsense Reasoning: A Unified Approach


Oct 23, 2022
Wenhao Yu, Chenguang Zhu, Zhihan Zhang, Shuohang Wang, Zhuosheng Zhang, Yuwei Fang, Meng Jiang

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* EMNLP 2022 (main) 

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A Unified Encoder-Decoder Framework with Entity Memory


Oct 07, 2022
Zhihan Zhang, Wenhao Yu, Chenguang Zhu, Meng Jiang

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* Accepted by the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) 

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Generate rather than Retrieve: Large Language Models are Strong Context Generators


Sep 29, 2022
Wenhao Yu, Dan Iter, Shuohang Wang, Yichong Xu, Mingxuan Ju, Soumya Sanyal, Chenguang Zhu, Michael Zeng, Meng Jiang

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* Preprint v2 (fix typos in v1), 22 pages 

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Heterogeneous Line Graph Transformer for Math Word Problems


Aug 12, 2022
Zijian Hu, Meng Jiang

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* 9 page, 5 figures 

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On the Relationship between Counterfactual Explainer and Recommender: A Framework and Preliminary Observations


Jul 09, 2022
Gang Liu, Zhihan Zhang, Zheng Ning, Meng Jiang

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* Accepted by KDD 2022 Workshop on Data Science and Artificial Intelligence for Responsible Recommendations (DS4RRS) 

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Automatic Controllable Product Copywriting for E-Commerce


Jun 21, 2022
Xiaojie Guo, Qingkai Zeng, Meng Jiang, Yun Xiao, Bo Long, Lingfei Wu

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* This paper has been accepted by KDD 2022 ADS 

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Graph Rationalization with Environment-based Augmentations


Jun 06, 2022
Gang Liu, Tong Zhao, Jiaxin Xu, Tengfei Luo, Meng Jiang

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* Accepted by KDD 2022 

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A Bottom-Up End-User Intelligent Assistant Approach to Empower Gig Workers against AI Inequality


Apr 29, 2022
Toby Jia-Jun Li, Yuwen Lu, Jaylexia Clark, Meng Chen, Victor Cox, Meng Jiang, Yang Yang, Tamara Kay, Danielle Wood, Jay Brockman

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* In 2022 Symposium on Human-Computer Interaction for Work (CHIWORK 2022) 

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