Must-See! Princeton’s Chen Danqi Latest Course on Understanding Large Language Models 2022!

Must-See! Princeton's Chen Danqi Latest Course on Understanding Large Language Models 2022!

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, teachers from universities, and researchers from enterprises. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for the progress … Read more

Exploring the Transformer Model: Understanding GPT-3, BERT, and T5

Exploring the Transformer Model: Understanding GPT-3, BERT, and T5

Author: Dale Markowitz Translation: Wang Kehan Proofreading: He Zhonghua This article is approximately 3800 words long and is recommended to be read in 5 minutes This article introduces the currently most popular language model in natural language processing—the Transformer model. Tags: Natural Language Processing Do you know this saying: When you have a hammer, everything … Read more

Educational Applications of Large Language Models: Principles, Status, and Challenges

Educational Applications of Large Language Models: Principles, Status, and Challenges

Abstract: Large Language Models (LLMs) are natural language processing technologies used to describe vast amounts of text through vector representations and generative probabilities. Recently, with the emergence of representative products like ChatGPT, which has garnered widespread attention in the education sector due to its excellent capabilities in generation, comprehension, logical reasoning, and dialogue, research on … Read more

Google Automatically Generates Text from Knowledge Graphs

Google Automatically Generates Text from Knowledge Graphs

New Intelligence Report Source: Google AI Editor: LRS [New Intelligence Guide] Based on pre-training experience, more data leads to better performance! Google recently published a paper at NAACL 2021 that can automatically generate text data from knowledge graphs, so there’s no need to worry about insufficient corpora anymore! Large pre-trained natural language processing (NLP) models, … Read more

F-CNN: Training Convolutional Neural Networks with FPGA Framework

F-CNN: Training Convolutional Neural Networks with FPGA Framework

Author: Amber Original submission to SSD Fans, earn >= 100 CNY for articles. Since AlexNet won the ImageNet challenge in 2012, deep learning technology has been increasingly used in various fields of artificial intelligence. Among them, Convolutional Neural Networks (CNN) have excelled in image classification tasks. However, due to the high computational cost of CNNs, … Read more