Generation of Coherent Multi-Sentence Texts with a Coherence Mechanism

Automatic generation of long texts containing multiple sentences has many applications in the field of Natural Language Processing (NLP) including question answering, machine translation, and paraphrase generation, etc. However, in terms of readability, the long texts generated by machines are not comparable to those organized by human beings. Through statistics, we observed that human-organized texts generally have a special property: one or …