Alert button
Picture for Jianfeng Gao

Jianfeng Gao

Alert button

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

Figure 1 for Generalized Decoding for Pixel, Image, and Language
Figure 2 for Generalized Decoding for Pixel, Image, and Language
Figure 3 for Generalized Decoding for Pixel, Image, and Language
Figure 4 for Generalized Decoding for Pixel, Image, and Language
Viaarxiv icon

Language Models as Inductive Reasoners

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

Figure 1 for Language Models as Inductive Reasoners
Figure 2 for Language Models as Inductive Reasoners
Figure 3 for Language Models as Inductive Reasoners
Figure 4 for Language Models as Inductive Reasoners
Viaarxiv icon

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

Figure 1 for DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization
Figure 2 for DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization
Figure 3 for DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization
Figure 4 for DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization
Viaarxiv icon

Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog

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

Figure 1 for Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog
Figure 2 for Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog
Figure 3 for Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog
Figure 4 for Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog
Viaarxiv icon

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

Figure 1 for Efficient Long Sequence Modeling via State Space Augmented Transformer
Figure 2 for Efficient Long Sequence Modeling via State Space Augmented Transformer
Figure 3 for Efficient Long Sequence Modeling via State Space Augmented Transformer
Figure 4 for Efficient Long Sequence Modeling via State Space Augmented Transformer
Viaarxiv icon

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

Figure 1 for Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation
Figure 2 for Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation
Figure 3 for Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation
Figure 4 for Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation
Viaarxiv icon

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

Figure 1 for ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format
Figure 2 for ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format
Figure 3 for ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format
Figure 4 for ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format
Viaarxiv icon

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

Figure 1 for CodeExp: Explanatory Code Document Generation
Figure 2 for CodeExp: Explanatory Code Document Generation
Figure 3 for CodeExp: Explanatory Code Document Generation
Figure 4 for CodeExp: Explanatory Code Document Generation
Viaarxiv icon

Execution-based Evaluation for Data Science Code Generation Models

Nov 17, 2022
Junjie Huang, Chenglong Wang, Jipeng Zhang, Cong Yan, Haotian Cui, Jeevana Priya Inala, Colin Clement, Nan Duan, Jianfeng Gao

Figure 1 for Execution-based Evaluation for Data Science Code Generation Models
Figure 2 for Execution-based Evaluation for Data Science Code Generation Models
Figure 3 for Execution-based Evaluation for Data Science Code Generation Models
Figure 4 for Execution-based Evaluation for Data Science Code Generation Models
Viaarxiv icon

AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning

Nov 02, 2022
Yaqing Wang, Sahaj Agarwal, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao

Figure 1 for AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
Figure 2 for AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
Figure 3 for AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
Figure 4 for AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
Viaarxiv icon