4.1. Fine-tuned Models LawGPT_zh:是一个基于ChatGLM-6B LoRA 16位==指令微调==的开源==中文==法律语言模型。它包含法律问答数据集,并以高质量的法律文本问答构建数据集为指导,这些数据集是根据法律文章和实际案例研究构建的。 LaWGPT:是一系列扩展法律术语范围并在大型==中文==法律文本数据库上进行==预训练...
The paper explores the potential applications of Large Language Models (LLMs) like ChatGPT in the legal field, focusing on how they can enhance access to law. We begin by elucidating the fundamental workings of LLMs and their current and future general applications. The core of o...
Large language models are advancing at a breathtaking rate. One vivid illustration is the result of the study I worked on with law professors and Stanford CodeX fellows Dan Katz and Michael Bommarito. We found that while GPT-3.5 failed the bar, scoring roughly in the bottom 10th percentile, G...
Causal Decoder:使用单向注意力,每个输入标记只注意过去的单词和它本身,GPT-3采用该架构。Causal Decoder被观测到具有最好的zero-shot表现,并且可以观测到Scaling law(模型的规模规律),即通过拓展模型大小、数据集大小和总计算量,可以显著提高因果解码器的性能。 Prefix Decoder:对于带有Prefix标记的部分采用双向注意力,...
Large language models (LLMs) are artificial intelligence (AI) tools specifically trained to process and generate text. LLMs attracted substantial public attention after OpenAI’s ChatGPT was made publicly available in November 2022. LLMs can often answer
Objection Overruled!Lay People can Distinguish Large Language Models fromLawyers, but still Favour Advice from an LLMEike SchneidersUniversity of NottinghamNottingham, UKeike.schneiders@nottingham.ac.ukTina SeabrookeUniversity of SouthamptonSouthampton, UKt.seabrooke@soton.ac.ukJoshua KrookUniversity of ...
This study explores the use of Large Language Models (LLMs), specifically GPT-4, in analysing classroom dialogue—a key task for teaching diagnosis and quality improvement. Traditional qualitative methods are both knowledge- and labour-intensive. This research investigates the potential of LLMs to ...
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey arXiv 30 May 2023 Paper Several categories of Large Language Models (LLMs): A Short Survey arXiv 05 Jul 2023 Paper ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey...
While large language models (LLMs) have showcased impressive capabilities, they struggle with addressing legal queries due to the intricate complexities and specialized expertise required in the legal field. In this paper, we introduce InternLM-Law, a specialized LLM tailored for addressing diverse leg...
X-ray crystallography, albeit lower in throughput, provides high-resolution 3D structures of proteins. Over the past 20–30 years, our capacity to measure molecular function has drastically exceeded the pace of Moore’s law, primarily because of advances in DNA sequencing technology that also ...