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Guoqing Zheng

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Axiomatic Preference Modeling for Longform Question Answering

Dec 02, 2023
Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett

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Orca 2: Teaching Small Language Models How to Reason

Nov 21, 2023
Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andres Codas, Clarisse Simoes, Sahaj Agarwal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah

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Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation

Oct 05, 2023
Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Anastasios Kyrillidis, Robert Sim

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Hybrid Retrieval-Augmented Generation for Real-time Composition Assistance

Aug 08, 2023
Xuchao Zhang, Menglin Xia, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Ruhle

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Fed-ZERO: Efficient Zero-shot Personalization with Federated Mixture of Experts

Jun 14, 2023
Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis, Dimitrios Dimitriadis

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Learning with Few Labeled Nodes via Augmented Graph Self-Training

Aug 26, 2022
Kaize Ding, Elnaz Nouri, Guoqing Zheng, Huan Liu, Ryen White

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ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels

Aug 24, 2022
Yue Zhao, Guoqing Zheng, Subhabrata Mukherjee, Robert McCann, Ahmed Awadallah

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Pathologies of Pre-trained Language Models in Few-shot Fine-tuning

Apr 17, 2022
Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji

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Knowledge Infused Decoding

Apr 06, 2022
Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Hassan Awadallah

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