大语言模型(英文:Large Language Model,缩写LLM),也称大型语言模型,是一种人工智能模型,旨在理解和生成人类语言。它们在大量的文本数据上进行训练,可以执行广泛的任务,包括文本总结、翻译、情感分析等等。LLM的特点是规模庞大,包含数十亿的参数,帮助它们学习语言数据中的复杂模式。这些模型通常基于深度学习架构,如转化器,...
论文翻译:Large Language Models for User Interest Journeys (用户兴趣旅程的大型语言模型) 小虾米 求教学习论文,本人水平有限,希望大家多多指点!基本是靠谷歌翻译+个人修正,翻译中文纯粹便于后续回头学习。 摘要 大型语言模型(LLM)在自然语言理解和生成方面表现出了令人印象深刻的能力。 然而,它们在推荐平台上更深入地...
Large Language Models (LLMs) are prone to generating factually incorrect information when responding to queries that involve numerical and statistical data or other timely facts. In this paper, we present an approach for enhancing the accuracy of LLMs by integrating them with Data Commons, a vast...
论文题目: A Survey of Large Language Models in Medicine: Principles, Applications, and Challenges 论文地址: https://arxiv.org/abs/2311.05112 项目地址: https://github.com/AI-in-Health/MedLLMsPracticalGuide 近期,通用大型语言模型(LLMs)如PaLM、LLaMA、GPT系列和ChatGLM在多种自然语言处理(NLP)任务中...
LLM之RAG:《Retrieval-Augmented Generation for Large Language Models: A Survey大型语言模型的检索增强生成研究综述》翻译与解读 导读:这篇论文主要围绕信息检索增强生成(Retrieval Augmented Generation,简称RAG)技术进行概述和分析。 背景痛点: >> 大语言模型(LLM)在处理知识密集型任务和回答离线知识更丰富的问题时面临...
Large Language Models (LLMs) have demonstrated remarkable capabilities in important tasks such as natural language understanding, language generation, and complex reasoning and have the potential to make a substantial impact on our society. Such capabili
内容提示: Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and ComputationalNatural Language Learning, pp. 858–867, Prague, June 2007. c ?2007 Association for Computational LinguisticsLarge Language Models in Machine TranslationThorsten Brants Ashok C. Popat ...
Super excited about teaching Stanford’s first course on Large Language Models! Check the syllabus out herePositive 小明的爸爸有三个孩子,老大叫王一,老二叫王二,老三叫什么?小明 使用python写一个二分查找的代码def binary_search(arr, target):
evaluating large language models trained on code顺理成章的,把模型做的再大一点,训练数据集做的再大一些,计算资源再多一些,就可以生成更长的代码。这篇文章做的事情就是把GPT模型应用在代码生成上,具体来说输入函数的签名和注释(prompt),告诉模型这个函数要做什么事情,然后模型输出实现代码。 这里有三个示例,...