Text Transmission

Text transmission research focuses on improving the efficiency and effectiveness of conveying textual information, particularly in resource-constrained environments or for users with communication challenges. Current efforts concentrate on semantic communication, employing deep learning models like attention networks and reinforcement learning to extract and transmit only essential semantic information, often leveraging knowledge graphs and probability graphs to represent and prioritize key data. This work aims to reduce data size, improve accuracy, and enhance user experience, with applications ranging from efficient 6G networks to assistive technologies for text messaging.