Learning to Model the World with Language O网页链接ChatPaper综述:传统的智能体只通过奖励来学习执行简单的语言指令,而该研究旨在构建能够利用多样的语言来传达通用知识、描述世界状态、提供交互反馈等的智能体。作者认为语言可以帮助智能体预测未来,即预测观察到的内容、世界的行为以及哪些情况会得到奖励。因此,该研究...
describes the state of the world, provides interactive feedback, and more. Our key idea is that language helps agents predict the future: what will be observed, how the world will behave, and which situations will be rewarded. This perspective unifies language understanding with future prediction...
听短文填空.Information Sheet1.Learning to speak a new language allows you to communicate with people from a .2.Knowing some knowledge about the society can help you communicate with people .3.It will be more fun to when you study
Language & culture More articles November 5, 2024 From “Hell” in Michigan to “Paradise” in Kansas, a trip across the states with the most unique town names Some town names can be found in across the U.S., but others are unique to their state. In a new study, we uncover the sta...
此文试图将这种能力迁移到多模态场景之下,通过一个图像编码器将图像转换为连续的嵌入序列,作为一种prompt,与文本信息一起送入语言模型中。在多个few-shot场景下的测试表明,此文的算法在多模态少样本情况下表现出比基线较好的效果。 Motivation 大规模的预训练transformer模型在少样本情况下可以表现出良好的效果,例如:...
Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Expertsarxiv.org/abs/2206.02770 论文源码未释放。该论文是谷歌提出的首个多模态稀疏化模型LIMoE,这是谷歌对于稀疏化模型的又一篇工作,在零样本学习和降低计算成本上有不错的成果。
Large pre-trained vision-language models like CLIP have shown great potential in learning representations that are transferable across a wide range of downstream tasks. Different from the traditional representation learning that is based mostly on discretized labels, vision-language pre-training aligns ...
old ones are frozen, preserving former knowledge. Besides, we aim to fuse the information from different modalities via cross-model fusion, which allows for the query embedding to be adjusted with context information. Consequently, PROOFefficiently incorporates new classes and meanwhile ...
Case Study: The Power of Consistency Samantha, a high school student, improved her English rapidly by dedicating just 30 minutes daily to language learning. She alternated between reading, writing, grammar exercises, and listening to English podcasts. Over a year, her English proficiency soared, hi...
Unit 1 Science fiction Learning about Language 课件-2021-2022学年高中英语人教版(2019)选择性必修第四册 APP免费获取 Unit 1 Learning about language 课件-2021-2022学年高中英语人教版(2019)选择性必修第四册 APP免费获取 Unit 1 Learning about language 课件-2021-2022学年高中英语人教版(2019)选择性必修第...