Natural Language Processing for Real World Apps
Natural Language Processing for Real World Apps Natural Language Processing helps apps understand text and speech. In real work, you need reliable results, clear costs, and easy updates. The goal is to improve user experience without creating new risks. Start simple, test often, and keep things transparent for users. What do real apps need from NLP? First, clear goals. Do you classify tickets, answer questions, or summarize long notes? Second, good data. Domain text matters more than generic data. Third, safety and privacy. Personal data should be protected, and models should be explainable where possible. Finally, simple integration. A small API or a reusable component makes it easier to scale. ...