In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 10714–10726, 2023. [Yang等人,2023b] Haoyan Yang, Zhitao Li, Yong Zhang, Jianzong Wang, Ning Cheng, Ming Li, and Jing Xiao. PRCA: Fitting black-box large language models for retrieval question ...
例如,Augmentation-adapted retriever improves generalization of language models as generic plug-in.通过编码器-编码器架构 LM 为预先训练的检索器提供监督信号。通过FiD交叉注意力得分确定 LM 的首选文档,然后使用硬负采样和标准交叉熵损失对检索器进行微调。最终,微调寻回器可以直接用于增强看不见的目标LM,从而在目标...
As a result, training LLMs with many parameters usually requires significant capital, computing resources, and engineering talent. To address this challenge, many organizations, including Grammarly, are investigating in more efficient and cost-effective techniques, such as rule-based training. Architecture...
Emergenceis a very intriguing phenomenon that is, in fact, not restricted to LLMs, but has been observed in other scientific contexts. The interested reader may also take a look at a more general discussion in our recent blog post:Emergent Abilities of Large Language Models. The Prompting Effe...
By leveraging large language models as a general-purpose interface, the personalization systems may compile user's requests into plans, calls the functions of external tools (e.g., search engines, calculators, service APIs, etc.) to execute the plans, and integrate the tools' outputs to ...
are the Qwen2.5 suite, which support 29 different languages and currently scale up to 72 billion parameters. These models are suitable for a wide range of tasks, including code generation, structured data understanding, mathematical problem-solving as well as general language understanding and ...
AI systems like ChatGPT or any large language model (LLM) are reflections of humanity's collective knowledge in a single interface. They reorganize existing content from the internet, but do not "think", are not "intelligent" in the human sense, have no "general intelligence" as general prob...
Artificial intelligence (AI) has significantly impacted various fields. Large language models (LLMs) like GPT-4, BARD, PaLM, Megatron-Turing NLG, Jurassic-
《Large Language Models are Few-shot Generators: Proposing Hybrid Prompt Algorithm To Generate Webshell Escape Samples》论文学习 一、INTRODUCTION Webshell是典型的恶意脚本的一个例子,它利用注入漏洞,让黑客能够远程访问和侵入web服务器,对社会经济和网络安全构成严重威胁。
A Very Gentle Introduction to Large Language Models without the Hype 对大型语言模型的非常温和的介绍,没有炒作Author: Mark Riedl Introduction 1. 引言This article is designed to give people with no c…