GitHub

proposal: x/text/encoding: handling encoding errors by replacing visually similar unicode characters in ShiftJIS encoding

When encoding Unicode strings to Shift JIS in Go, certain visually similar characters cannot be directly represented in Shift JIS, leading to encoding errors. This causes confusion because the ...
marktechpost

T-FREE: A Tokenizer-Free Approach for Efficient and Scalable Text Encoding in Large Language Models

Natural language processing (NLP) drives researchers to develop algorithms that enable computers to understand, interpret, and generate human languages. These efforts cover various applications, such ...
GitHub

Text-to-Image Generation using Diffusion Models

This project implements a Text-to-Image generation pipeline utilizing diffusion models, VAE (Variational AutoEncoder), and CLIP (Contrastive Language–Image Pretraining). It allows users to generate ...
IEEE

Performance Analysis of HF Communication System Based on Text Modal Semantic Encoding

Abstract: With the increasing demand for the reliability of HF communication, there is an urgent need to explore new methods to enhance its performance. We design an HF communication system based on ...
Harvard Medical School

Encoding & item-level descriptions

These are examples of item-level descriptions, illustrating how encoding works with and without the use of CDATA (a feature of XML 1.0). Each example consists of two lines, the first is an example ...
IEEE

Enhancing Text Segmentation With Positional Encoding and Sentence Embeddings: An Unsupervised Clustering Approach

Abstract: Text Segmentation involves dividing documents into thematically cohesive segments and it is essential for improving the effectiveness of document-level applications, such as summarization, ...