Station F is the world’s largest startup campus where NAVER LINE is one of the biggest partners with 80 seats. NAVER LABS Europe scientist regularly give seminars that are filmed for the public. Please find below recent talks.
Abstract: The field of Machine Reading has recently emerged as a possible continuation of the tasks of Natural Language Processing. Given a large set of passages of text associated with questions and answers, our goal consists in learning a question answering system solely from these examples. As the research groups dedicated to Machine Reading around the globe have started to produce encouraging results, this task challenges our current understanding of deep learning and machine comprehension. In this talk, we will go through some of the current models and learning protocols associated with this task. After describing the current datasets of the domain, we will introduce ReviewQA, a dataset of relational reasoning for review understanding. Finally, we will discuss other possible applications of such an approach like dialog understanding and fact news detection. Open research directions and future investigations, as unsupervised common-sense acquisition and differential reasoning, will conclude the talk.
Naila Murray: "Predicting aesthetic appreciation of images"