ChatGPT, as a large language model, learned to generate human-like text based on a given context. It can do most of the text-generation tasks that involve natural language for communication. Examples of these tasks are text completion (e.g. email and report writing), paraphrasing, text summ...
根据第三段首句ChatGPT's struggle with maths is inherent in this type of AI,known as a large language model. (这种作为大型语言模型而著名的人工智能,ChatGPT在数学上的挣扎是 。)和but not for solving a maths problem(但不能解决数学问题)可知,ChatGPT是属于大型语言模型的...
ChatGPT, as a large language model, learned to generate human-like text based on a given context. It can do most of the text-generation tasks that involve natural language for communication. Examples of these tasks are text completion (e.g. email and report writing), paraphrasing, text summ...
vision language的不同任务间的内在复杂性 举例: 问题:tell me the location of a person 回答形式 grounding任务(原文用referring expression comprehension):返回人体位置的box vqa任务:自然语言描述的人体位置 person detection任务:每个人的位置 解决方案:任务导向的指令训练范式(论文用了6种任务) 模型结构 视觉encode...
指令微调LLM进行推荐Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach 原文地址:https://arxiv.org/abs/2305.07001 本文作者将用户偏好、意图等构建为指令,并用这些指令调优一个LLM(3B Flan-T5-XL),该方法对用户友好,用户可以与系统交流获取更准确的推荐。 INTRODUCTION...
①As a powerful chatting robot, ChatGPT becomes really popular. It is a large language model created by OpenAl and it is one of the most wonderful AI models now. It brings big changes to people's life in many ways, especially education.②It helps students learn in lots of personal ways...
Recommendation as instruction following: a large language model empowered recommendation approach. 2023. 概 通过指令跟随来利用大模型进行推荐, 本文介绍了不同的指令的模板, 覆盖多种任务场景. InstructRec 首先作者对用户的偏好, 意图, 和推荐的任务类型进行了分类: Preference: None (P0P0): 即我们对用户没...
C.An AI language model assists humanD.ChatGPT — a bridge to future答案(1)细节理解题。根据文章第二段It does this by drawing on information collected from a large corpus (语料库) of text data. (它通过利用从大量文本数据中收集的信息来做到这一点)可知,ChatGPT利用其收集的大量...
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learningOur model, MiniGPT-v2, has a simple architecture design. It directly takes the visual tokens from a ViT…
scBERT as a large-scale pretrained deep language model for cell type annotation of single-cell RNA-seq dataFan Yang, Wenchuan Wang, Fang Wang, Yuan Fang, Duyu Tang, Junzhou Huang, Hui Lu & Jianhua Yao Nature Machine Intelligence volume 4, pages 852–866 (2022)Cite this article...