EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretationarxiv.org/abs/2401.18006
Precisely, we fine-tune different models belonging to the BERT family, an open-source version of the GPT model, ELECTRA, and XLNet, and then perform a text classification task using two different labeled datasets鈥攖he first one consisting of 25,000 sentences generated by both AI and humans ...
Figure 2. Image shows the structure of encoder-decoder language models. There are several classes of large language models that are suited for different types of use cases: Encoder only: These models are typically suited for tasks that can understand language, such as classification and sentiment ...
论文阅读:VISUAL CLASSIFICATION VIA DESCRIPTION FROMLARGE LANGUAGE MODELS(ICLR2023) Adong LEC fansCLIP通过不同文本描述判断相似性 https://arxiv.org/pdf/2210.07183.pdfarxiv.org/pdf/2210.07183.pdf 生动的例子 图像与文本之间距离的可视化 GPT3生成的description LLM-prompt 比较一张图片和一个类别中的多...
The study aims to contribute insights into the nuanced language of hate speech in soccer discussions on Twitter while underscoring the necessity for context-sensitive model training and evaluation. Additionally, Explainable Artificial Intelligence (XAI) techniques, specifically the Integrated Gradient method,...
It is a bidirectional (can analyze text from both left and right) and unsupervised language representation algorithm that can analyze large volumes of datasets and train machine learning models easily. You can use BERT for NLP tasks such as translation, sentence classification, and sentiment analysis...
Large language models, or LLMs, are the power behind the current AI buzz. Learn what they are, how they work, and how they help data analysts.
Chapter 4. Text Classification A common task in natural language processing is classification. The goal of the task is to train a model to assign a label or class to … - Selection from Hands-On Large Language Models [Book]
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 ...
Classification of texts Chatbot applications1112 AI and large language models are increasingly being used in variousindustries, ranging from finance to health care to marketing. Some specific examples of uses for large language models include: