Faithin Omaha eBook Collection

How can computers distinguish the coherent from the unintelligible, recognize new information in a sentence, or draw inferences from a natural language passage?

This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing

Embeddings have undoubtedly been one of the most influential research areas in Natural Language Processing (NLP). Encoding information into a low-dimensional ve

"Traditionally, knowledge representation and reasoning systems have incorporated natural language as interfaces to expert systems or knowledge bases that perfor

Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The fi