Rakuten Technology Conference 2017; Tokyo, Japan
28th October 2017
Often what your machine learning algorithm is optimizing for is not what you really want. Worse than that, you often may not really know what you want. In interactive machine learning the human is an integral part of the learning process leading to cooperative human-machine solutions. In this talk, we'll look at a few examples of these problems from the field of Natural Language Processing (NLP), their challenges, common pitfalls and some solutions.