Natural Language Generator

Natural language generation (NLG) focuses on creating computer systems that produce human-quality text, aiming to improve various applications from chatbots to data augmentation. Current research emphasizes controllable generation, addressing challenges like generating diverse and contextually appropriate text, mitigating biases, and enhancing robustness against adversarial attacks. This field is significant due to its broad applications across diverse domains, including improving machine learning model training, creating more effective human-computer interfaces, and addressing the ethical concerns surrounding the potential for misuse of sophisticated text generation capabilities.