WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah
NAACL 2022 | May 2022
Publications
Publications by Year
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Self-training with Weak Supervision
Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah
NAACL 2021 | May 2021
Meta Label Correction for Noisy Label Learning
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
AAAI 2021 | February 2021
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Learning with Weak Supervision for Email Intent Detection
Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020
Publications by Research Area
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WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah
NAACL 2022 | May 2022
Meta Label Correction for Noisy Label Learning
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
AAAI 2021 | February 2021
Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020
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WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah
NAACL 2022 | May 2022
Self-training with Weak Supervision
Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah
NAACL 2021 | May 2021
Learning with Weak Supervision for Email Intent Detection
Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020
-
Learning with Weak Supervision for Email Intent Detection
Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Publications by Type
-
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah
NAACL 2022 | May 2022
Self-training with Weak Supervision
Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah
NAACL 2021 | May 2021
Meta Label Correction for Noisy Label Learning
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
AAAI 2021 | February 2021
Learning with Weak Supervision for Email Intent Detection
Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
-
Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020