Detecting Fake News With Weak Social Supervision
Shu, Kai, Dumais, Susan, Awadallah, Ahmed Hassan, Liu, Huan
Published in IEEE intelligent systems (01.07.2021)
Published in IEEE intelligent systems (01.07.2021)
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Compositional Generalization for Natural Language Interfaces to Web APIs
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DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models
Chen, Xuxi, Chen, Tianlong, Chen, Weizhu, Ahmed Hassan Awadallah, Wang, Zhangyang, Cheng, Yu
Published in arXiv.org (24.05.2023)
Published in arXiv.org (24.05.2023)
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XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation
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Boosting Natural Language Generation from Instructions with Meta-Learning
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Structure-Grounded Pretraining for Text-to-SQL
Deng, Xiang, Ahmed Hassan Awadallah, Meek, Christopher, Polozov, Oleksandr, Sun, Huan, Richardson, Matthew
Published in arXiv.org (31.08.2022)
Published in arXiv.org (31.08.2022)
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Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
Ding, Dujian, Mallick, Ankur, Wang, Chi, Sim, Robert, Mukherjee, Subhabrata, Ruhle, Victor, Lakshmanan, Laks V S, Ahmed Hassan Awadallah
Published in arXiv.org (22.04.2024)
Published in arXiv.org (22.04.2024)
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GRILL: Grounded Vision-language Pre-training via Aligning Text and Image Regions
Jin, Woojeong, Mukherjee, Subhabrata, Cheng, Yu, Shen, Yelong, Chen, Weizhu, Ahmed Hassan Awadallah, Jose, Damien, Ren, Xiang
Published in arXiv.org (24.05.2023)
Published in arXiv.org (24.05.2023)
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Automatic Pair Construction for Contrastive Post-training
Xu, Canwen, Rosset, Corby, Chau, Ethan C, Luciano Del Corro, Mahajan, Shweti, McAuley, Julian, Neville, Jennifer, Ahmed Hassan Awadallah, Rao, Nikhil
Published in arXiv.org (03.04.2024)
Published in arXiv.org (03.04.2024)
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PREME: Preference-based Meeting Exploration through an Interactive Questionnaire
Arabzadeh, Negar, Ahmadvand, Ali, Kiseleva, Julia, Liu, Yang, Ahmed Hassan Awadallah, Zhong, Ming, Shokouhi, Milad
Published in arXiv.org (27.04.2023)
Published in arXiv.org (27.04.2023)
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WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
Zheng, Guoqing, Karamanolakis, Giannis, Shu, Kai, Ahmed Hassan Awadallah
Published in arXiv.org (23.05.2022)
Published in arXiv.org (23.05.2022)
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LiST: Lite Prompted Self-training Makes Parameter-Efficient Few-shot Learners
Wang, Yaqing, Mukherjee, Subhabrata, Liu, Xiaodong, Gao, Jing, Ahmed Hassan Awadallah, Gao, Jianfeng
Published in arXiv.org (18.05.2022)
Published in arXiv.org (18.05.2022)
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Pathologies of Pre-trained Language Models in Few-shot Fine-tuning
Chen, Hanjie, Zheng, Guoqing, Ahmed Hassan Awadallah, Ji, Yangfeng
Published in arXiv.org (17.04.2022)
Published in arXiv.org (17.04.2022)
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Distilling BERT into Simple Neural Networks with Unlabeled Transfer Data
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Uncertainty-aware Self-training for Text Classification with Few Labels
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Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback
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Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
Chen, Dun, Mirian Del Carmen Hipolito Garcia, Zheng, Guoqing, Ahmed Hassan Awadallah, Kyrillidis, Anastasios, Sim, Robert
Published in arXiv.org (04.10.2023)
Published in arXiv.org (04.10.2023)
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