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TextBox 2.0: A Text Generation Library with Pre-trained Language Models


Dec 26, 2022
Tianyi Tang, Junyi Li, Zhipeng Chen, Yiwen Hu, Zhuohao Yu, Wenxun Dai, Zican Dong, Xiaoxue Cheng, Yuhao Wang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen

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* Accepted by EMNLP 2022 

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ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation


Oct 28, 2022
Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen

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* Accepted to EMNLP 2022 main conference (long paper) 

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FedGRec: Federated Graph Recommender System with Lazy Update of Latent Embeddings


Oct 25, 2022
Junyi Li, Heng Huang

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Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report


Oct 20, 2022
Marcos V. Conde, Radu Timofte, Yibin Huang, Jingyang Peng, Chang Chen, Cheng Li, Eduardo Pérez-Pellitero, Fenglong Song, Furui Bai, Shuai Liu, Chaoyu Feng, Xiaotao Wang, Lei Lei, Yu Zhu, Chenghua Li, Yingying Jiang, Yong A, Peisong Wang, Cong Leng, Jian Cheng, Xiaoyu Liu, Zhicun Yin, Zhilu Zhang, Junyi Li, Ming Liu, Wangmeng Zuo, Jun Jiang, Jinha Kim, Yue Zhang, Beiji Zou, Zhikai Zong, Xiaoxiao Liu, Juan Marín Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Furkan Kınlı, Barış Özcan, Furkan Kıraç, Li Leyi, SM Nadim Uddin, Dipon Kumar Ghosh, Yong Ju Jung

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* ECCV 2022 Advances in Image Manipulation (AIM) workshop 

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MVP: Multi-task Supervised Pre-training for Natural Language Generation


Jun 24, 2022
Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen

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Communication-Efficient Robust Federated Learning with Noisy Labels


Jun 11, 2022
Junyi Li, Jian Pei, Heng Huang

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* To appear in KDD 2022 

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Learning to Transfer Prompts for Text Generation


May 15, 2022
Junyi Li, Tianyi Tang, Jian-Yun Nie, Ji-Rong Wen, Wayne Xin Zhao

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* Accepted by NAACL 2022 main conference (Long Paper) 

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Local Stochastic Bilevel Optimization with Momentum-Based Variance Reduction


May 03, 2022
Junyi Li, Feihu Huang, Heng Huang

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ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models


May 03, 2022
Junyi Li, Tianyi Tang, Zheng Gong, Lixin Yang, Zhuohao Yu, Zhipeng Chen, Jingyuan Wang, Wayne Xin Zhao, Ji-Rong Wen

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* Accepted by NAACL 2022 main conference (Long Paper) 

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