Human(s)-in-the-Loop(s) of the Data Science Practice
Last month I participated in the 3rd Workshop on Data Science with Human in the Loop @ KDD 2021 (@dash_workshop, #KDD2021). At the workshop I
Last month I participated in the 3rd Workshop on Data Science with Human in the Loop @ KDD 2021 (@dash_workshop, #KDD2021). At the workshop I
Since its establishment in 2016, Megagon Labs has conducted research in Natural Language Processing and published research papers at top-notch venues such as ACL, NAACL,
Entity Matching (EM) Entity Matching is an important task in the daily life of a data scientist. Given two collections of data entries (e.g., two
In the software development world, a project’s most critical component is its code. Code version control is a natural necessity, which is why software developers
There is consensus, especially in our current deep-learning era, that more training data almost always helps improve performance of our deep learning models. But the
Deep Learning is revolutionizing almost all fields of computer science including computer vision, natural language processing, and data management. However, the success of deep neural