This paper surveys the current state of the art in Natural Language Generation (NLG),
defined as the task of generating text or speech from non-linguistic input. A survey of NLG is …

Automatic summarization is typically treated as a 1-to-1 map** from document to
summary. Documents such as news articles, however, are structured and often cover …

We commonly use agreement measures to assess the utility of judgements made by human
annotators in Natural Language Processing (NLP) tasks. While inter-annotator agreement is …

This book is an introduction to social data analytics along with its challenges and
opportunities in the age of Big Data and Artificial Intelligence. It focuses primarily on …

The volume of data on the social media is huge and even keeps increasing. The need for
efficient processing of this extensive information resulted in increasing research interest in …

Customer reviews are vital for making purchasing decisions in the Information Age. Such
reviews can be automatically summarized to provide the user with an overview of opinions …