Towards robust long-form text generation systems

Abstract: Long-form text generation is an emerging AI technology that has seen extensive recent interest due to the success of ChatGPT. However, several key challenges need to be addressed before long-form generation
systems can be practically deployed at scale. In this talk, I will present my research that focuses on first identifying such challenges, and then designing algorithms to address them. I will start by describing a
retrieval-augmented system built for long-form question answering, which achieves a new state-of-the-art on …

abstract ai technology challenges chatgpt research scale success systems talk technology text text generation