PromptPG: Prompt Selection via Policy Gradient. Data and code for our ICLR 2024 Paper Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning. For more details, please refer to the project page with dataset exploration and visualization tools: … See more Recent large pre-trained language models such as GPT-3 have achieved remarkable progress on mathematical reasoning tasks written in text form, such as math word problems (MWP). However, it is unknown if the models can … See more UnifiedQA is one of the SOTA QA models. We developed both pre-trained and fine-tuned UnifiedQA baselines on TabMWP. For the pre-trained … See more The TabMWP dataset contains 38,431 tabular math word problems. Each question in TabMWP is aligned with a tabular context, which is presented as an image, semi … See more The in-context examples can be randomly or retrieval-based selected from the training set. Recent research, however, has shown that few-shot … See more WebApr 11, 2024 · ICLR2024 PromptPG：当强化学习遇见大规模语言模型. 数学推理是人类智能的一项核心能力，但对于机器来说，抽象思维和逻辑推理仍然是一个很大的挑战。. 大规模预训练语言模型，如 GPT-3 和 GPT-4，在文本形式的数学推理（如数学应用题）上已经取得了 …
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Web👏A team of researchers from the University of California, Los Angeles, the Georgia Institute of Technology, and the Allen Institute for AI has developed a new… WebThere are 9 rows and 6 columns in the given tabular context. Our model successfully locates the target cells in the table and performs multi-hop reasoning to predict the correct … ciryl gane knocks out tai tuivasa
A New Synthetic Intelligence AI Strategy Referred to as PromptPG …
WebQuantum computing is a rapidly evolving field that has the potential to revolutionize the way we process information. While classical computers use binary… WebApr 10, 2024 · 为了解决这一问题，作者提出了 PromptPG 方法，这种方法将示例的选择转化成强化学习中的 contextual bandit 问题，并且利用 Policy Gradient 训练一个策略网络来学习从少量的训练数据中选择最优的 in-context 示例。. 实验结果表明，他们提出的 PromptPG 方法在回答问题的 ... WebApr 11, 2024 · Web开发中，经常会需要使用第三方库来提高开发效率。今天给大家分享16个非常实用的React第三方库，使用好这些库你可以更轻松、更快速的开发项目，让我们一起看看吧！1.react-hook-f ciryl gane knockout tai tuivasa