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Learning Customized Visual Models with Retrieval-Augmented Knowledge


Jan 17, 2023
Haotian Liu, Kilho Son, Jianwei Yang, Ce Liu, Jianfeng Gao, Yong Jae Lee, Chunyuan Li

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GLIGEN: Open-Set Grounded Text-to-Image Generation


Jan 17, 2023
Yuheng Li, Haotian Liu, Qingyang Wu, Fangzhou Mu, Jianwei Yang, Jianfeng Gao, Chunyuan Li, Yong Jae Lee

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Generalized Decoding for Pixel, Image, and Language


Dec 21, 2022
Xueyan Zou, Zi-Yi Dou, Jianwei Yang, Zhe Gan, Linjie Li, Chunyuan Li, Xiyang Dai, Harkirat Behl, Jianfeng Wang, Lu Yuan, Nanyun Peng, Lijuan Wang, Yong Jae Lee, Jianfeng Gao

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* https://x-decoder-vl.github.io 

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Language Models as Inductive Reasoners


Dec 21, 2022
Zonglin Yang, Li Dong, Xinya Du, Hao Cheng, Erik Cambria, Xiaodong Liu, Jianfeng Gao, Furu Wei

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DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization


Dec 20, 2022
Yu Li, Baolin Peng, Pengcheng He, Michel Galley, Zhou Yu, Jianfeng Gao

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Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog


Dec 20, 2022
Miaoran Li, Baolin Peng, Michel Galley, Jianfeng Gao, Zhu Zhang

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Efficient Long Sequence Modeling via State Space Augmented Transformer


Dec 15, 2022
Simiao Zuo, Xiaodong Liu, Jian Jiao, Denis Charles, Eren Manavoglu, Tuo Zhao, Jianfeng Gao

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Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation


Dec 04, 2022
Faeze Brahman, Baolin Peng, Michel Galley, Sudha Rao, Bill Dolan, Snigdha Chaturvedi, Jianfeng Gao

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* EMNLP 2022 Findings camera-ready 

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ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format


Nov 30, 2022
Qi Zhu, Christian Geishauser, Hsien-chin Lin, Carel van Niekerk, Baolin Peng, Zheng Zhang, Michael Heck, Nurul Lubis, Dazhen Wan, Xiaochen Zhu, Jianfeng Gao, Milica Gašić, Minlie Huang

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CodeExp: Explanatory Code Document Generation


Nov 25, 2022
Haotian Cui, Chenglong Wang, Junjie Huang, Jeevana Priya Inala, Todd Mytkowicz, Bo Wang, Jianfeng Gao, Nan Duan

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* Accepted in Findings of EMNLP 2022 

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