In terms of in exhibiting human intelligence, today’s bleeding edge AI models inNatural Language Processing (NLP)have not quite passed the Turing Test. (A machine passes the Turing Test if it is impossible to discern whether the communication is originating from a human source or a computer.)...
2. Frederic Morin, Yoshua Bengio. Hierarchical Probabilistic Neural Network Language Model. Innovations in Machine Learning(2006). 2006.提出了Hierarchical NPLM 3. Andriy Mnih, Geoffrey Hinton. Three New Graphical Models for Statistical Language Modelling. ICML(2007). 2007. 提出了三个Model,其中提的较...
论文:How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition Blind Daisy 没有Xbox 的全平台玩家 14 人赞同了该文章 目录 收起 研究目的 1. 实验 1.1 实验准备 1.2 实验细节 1.2.1 实验 1:单项能力表现 VS 数据量 1.2.2 实验 2:单项能力表现 VS 混合数据量...
A Survey of Prompt Engineering Methods in Large Language Models for Different NLP Tasks 【要点】:本文调研了44篇关于大型语言模型(LLM)在不同自然语言处理(NLP)任务中使用提示工程方法的研究,总结出39种不同的提示工程方法,并对它们在不同NLP任务中的性能进行了分析。【方法】:本文采用文献综述的方法,将研究分...
综述一:A Survey on Multimodal Large Language Models 论文链接:https://arxiv.org/pdf/2306.13549.pdf 项目链接:https://github.com/BradyFU/Awesome-Multimodal-Large-Language-Models 2024年4月1号更新的一篇paper。 一、多模态LLM的组成部分 常见的多模态LLM结构: ...
What Is the Difference Between Natural Language Processing (NLP) and Large Language Models? NLP is short for natural language processing, which is a specific area of AI that’s concerned with understanding human language. As an example of how NLP is used, it’s one of the factors that searc...
In this article, we will discuss the importance of large language models and suggest some of the top open source models and the NLP tasks they can be used for.
This is another helpful parameter that can control the diversity of outputs. Beam search is an algorithm commonly used in many NLP and speech recognition models as a final decision-making step to choose the best output given the possible options. Beam search width is a parameter that determines...
This work evaluates the multitask, multilingual and multimodal aspects of ChatGPT using 21 data sets covering 8 different common NLP application tasks. [2023/06] LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models. Yen-Ting Lin et al. ...
LLMs such as OpenAI's ChatGPT using GPT-4 and Google's BERT represent a new and more advanced class ofnatural language processing(NLP) models that can quickly answer natural-language questions, provide summarization and follow complex instructions. ...