Text classification underlies many of the technologies that we use daily; email routing, news categorization, and social media intent identification are just a few examples.
Paraphrases are vital resources for a wide variety of natural language processing (NLP) applications. Consequently, several paraphrase mining techniques have been developed. While these mining
Eser Kandogan presents OpineDB at the Recruit Engine Forum We’re honored and excited to announce that OpineDB, our novel subjective database system, has been awarded
The KDD (Knowledge Discovery and Data Mining) conference is the oldest and arguably the top data mining conference in the world. This year’s conference, which
Welcome to our fourth team profile blog post! In this article, we interview Estevam Hruschka, a Staff Research Scientist at Megagon Labs. You’ll learn what
Many data preparation and information retrieval tasks such as data cleaning, schema matching, data discovery, semantic search, and data visualization can benefit from detecting the
Megagon Labs has six students working with us for the summer 2020 internship program. This summer is a bit unusual. Our interns have to work
Open information extraction (Open-IE) is one of the primary processes for building knowledge bases that power question answering systems. But research in this field has
Welcome to our second team profile blog post! In this article, we highlight Nikita Bhutani, a Research Scientist at Megagon Labs. We’ll discuss the exciting
Fig 1: User interaction with ExtremeReader. With the rise of e-commerce, user reviews now play an integral role in the purchasing process. Their immense growth
User interaction with Teddy. Reviews hold a wealth of data that can help improve user experiences with e-commerce services. But unlocking insights from reviews can
We are excited to start a series of blogs to profile our researchers and engineers at Megagon Labs. Sara Evensen is a software engineer at
Understanding public sentiment can unlock unprecedented insights for every business. Consequently, opinion mining, the process of analyzing text content and extracting factors to understand if
What makes you happy? This question is a central topic in positive psychology — particularly, which behavioral modifications provide people with happiness in a sustainable
Semantic type detection aims to identify the real-world references of data sources such as table columns. By establishing correspondences with real-world concepts, semantic types can
Unless you’ve been living under a rock for the past 10 years, chances are you’ve used or interacted with a chatbot. This software conducts conversations
Welcome back to our series on how subjective data and experiential search can unlock more value from user reviews. In our first post, we examined
User reviews now run the world’s business. Whether you’re selling a product, hiring employees, or managing a hotel, reviews can make or break your business.
Language is perhaps humanity’s greatest invention. It allows us to communicate information, convey ideas, and collaborate on building a better future. But for emerging technologies
