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Machine learning (ML) techniques for optimizing data management problems have been extensively studied and widely deployed in recent five years.
Volcano - an extensible and parallel query evaluation system
Goetz Graefe · 1994
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Semantic role labeling: an introduction to the special issue, 2008
Lluís Màrquez, Xavier Carreras, Kenneth C Litkowski, and Suzanne Stevenson · 2008
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Chengliang Chai, Guoliang Li, Ju Fan, and Yuyu Luo · 2021
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Toolformer: Language models can teach themselves to use tools, 2023
Timo Schick, Jane Dwivedi-Yu, Roberto Dessì, Roberta Raileanu, Maria Lomeli, Luke Zettlemoyer, Nicola Cancedda, and Thomas Scialom · 2023
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Reflexion: an autonomous agent with dynamic memory and self-reflection, 2023
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Chain-of-thought prompting elicits reasoning in large language models, 2023
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Brian Ichter, Fei Xia, Ed Chi, Quoc Le, and Denny Zhou · 2023
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React: Synergizing reasoning and acting in language models, 2023
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Fatih Kadir Akın et al · 2023
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A prompt pattern catalog to enhance prompt engineering with chatgpt
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Pre-train, prompt, and predict: A systematic survey of prompting methods in natural language processing
Pengfei Liu et al · 2023
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Metagpt: Meta programming for multi-agent collaborative framework
Sirui Hong, Xiawu Zheng, Jonathan Chen, Yuheng Cheng, Ceyao Zhang, Zili Wang, Steven Ka Shing Yau, Zijuan Lin, Liyang Zhou, Chenyu Ran, et al · 2023
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Communicative agents for software development
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Tool learning with foundation models
Yujia Qin, Shengding Hu, Yankai Lin, and et al · 2023
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Db-gpt: Large language model meets database
Xuanhe Zhou, Zhaoyan Sun, and Guoliang Li
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Xuanhe Zhou, Guoliang Li, and Zhiyuan Liu · 2023
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D-bot: Database diagnosis system using large language models
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A learned query rewrite system
Xuanhe Zhou, Guoliang Li, Jianming Wu, Jiesi Liu, Zhaoyan Sun, and Xinning Zhang · 2023
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https://huggingface.co/nlpconnect/vit-gpt2-image-captioning · 2024
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Last accessed on 2024-1
https://huggingface.co/thebloke/marcoroni-7b-v3-gguf · 2024
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