LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners
Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
NAACL 2022 | April 2022
Publications
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CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
Subhabrata (Subho) Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Chris Meek, Ahmed Awadallah, Jianfeng Gao
NeurIPS 2021 | December 2021
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Self-training with Few-shot Rationalization: Teacher Explanations Aid Student in Few-shot NLU
Meghana Moorthy Bhat, Alessandro Sordoni, Subhabrata (Subho) Mukherjee
EMNLP 2021 | November 2021
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Meta Self-training for Few-shot Neural Sequence Labeling
Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
SIGKDD 2021 (Research Track) | August 2021
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MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
NAACL 2021 | May 2021
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Self-training with Weak Supervision
Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah
NAACL 2021 | May 2021
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Meta Label Correction for Noisy Label Learning
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
AAAI 2021 | February 2021
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Uncertainty-aware Self-training for Few-shot Text Classification
Subhabrata (Subho) Mukherjee, Ahmed Awadallah
NeurIPS 2020 (Spotlight) | December 2020
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LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners
Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
NAACL 2022 | April 2022
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CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
Subhabrata (Subho) Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Chris Meek, Ahmed Awadallah, Jianfeng Gao
NeurIPS 2021 | December 2021
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Meta Self-training for Few-shot Neural Sequence Labeling
Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
SIGKDD 2021 (Research Track) | August 2021
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MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
NAACL 2021 | May 2021
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Meta Label Correction for Noisy Label Learning
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
AAAI 2021 | February 2021
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Uncertainty-aware Self-training for Few-shot Text Classification
Subhabrata (Subho) Mukherjee, Ahmed Awadallah
NeurIPS 2020 (Spotlight) | December 2020
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LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners
Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
NAACL 2022 | April 2022
-
CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
Subhabrata (Subho) Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Chris Meek, Ahmed Awadallah, Jianfeng Gao
NeurIPS 2021 | December 2021
-
Self-training with Few-shot Rationalization: Teacher Explanations Aid Student in Few-shot NLU
Meghana Moorthy Bhat, Alessandro Sordoni, Subhabrata (Subho) Mukherjee
EMNLP 2021 | November 2021
-
Meta Self-training for Few-shot Neural Sequence Labeling
Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
SIGKDD 2021 (Research Track) | August 2021
-
Self-training with Weak Supervision
Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah
NAACL 2021 | May 2021
-
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
NAACL 2021 | May 2021
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Uncertainty-aware Self-training for Few-shot Text Classification
Subhabrata (Subho) Mukherjee, Ahmed Awadallah
NeurIPS 2020 (Spotlight) | December 2020
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Meta Self-training for Few-shot Neural Sequence Labeling
Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
SIGKDD 2021 (Research Track) | August 2021
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LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners
Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
NAACL 2022 | April 2022
-
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CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
Subhabrata (Subho) Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Chris Meek, Ahmed Awadallah, Jianfeng Gao
NeurIPS 2021 | December 2021
-
Self-training with Few-shot Rationalization: Teacher Explanations Aid Student in Few-shot NLU
Meghana Moorthy Bhat, Alessandro Sordoni, Subhabrata (Subho) Mukherjee
EMNLP 2021 | November 2021
-
Meta Self-training for Few-shot Neural Sequence Labeling
Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
SIGKDD 2021 (Research Track) | August 2021
-
Self-training with Weak Supervision
Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah
NAACL 2021 | May 2021
-
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
NAACL 2021 | May 2021
-
Meta Label Correction for Noisy Label Learning
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
AAAI 2021 | February 2021
-
Uncertainty-aware Self-training for Few-shot Text Classification
Subhabrata (Subho) Mukherjee, Ahmed Awadallah
NeurIPS 2020 (Spotlight) | December 2020
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