Click on the above “Beginner’s Visual Learning” to choose to add star or pin. Heavyweight content delivered first time With the emergence of e-commerce and online websites, the application of image retrieval in our daily lives has been increasing. Companies like Amazon, Alibaba, and Myntra have been heavily utilizing image retrieval technology. Of course, image … Read more
Article Title: Automatic Scoring System for Subjective Questions Based on Siamese Network and BERT Model All Authors: Qian Shenghua First Institution: Beijing Normal University, School of Artificial Intelligence Publication Date: 2022, 31(3): 143–149 Abstract Summary Due to the current lack of automatic scoring for subjective questions in multilingual education, this paper proposes an automatic scoring … Read more
Follow the public account “ML_NLP“ Set as “Starred“, delivering heavy content promptly! Author: Shining School: Beijing University of Posts and Telecommunications Original article link: https://www.cnblogs.com/gczr/p/12874409.html 1. Background Introduction BERT and RoBERTa have achieved SOTA results in regression tasks for sentence pairs, such as text semantic similarity. However, they require feeding both sentences into the network … Read more
If you are interested in machine learning or have been engaged in it, then classification and regression are the most common terms. However, there is another common technique called the similarity problem, which can discover whether two inputs are similar; this is known as a Siamese Neural Network. Assuming you are familiar with CNNs used … Read more