通常，我们认为NLP = NLU + NLG，NLU-Neural Language Understanding指的自然语言理解，NLG-Neural Language Generation指的自然语言生成。 两者是相辅相成的，只有做好NLU才 …

In Image Analysis, features and attributes of an image are detected and labelled, before mapping these outputs to linguistic structures. Recent research utilize s deep learning approaches …

2021年12月22日 · This survey aims to (a) give the latest synthesis of deep learning research on the NLG core tasks, as well as the architectures adopted in the field; (b) detail meticulously …

2020年1月3日 · Bleu 全称为 Bilingual Evaluation Understudy（双语评估研究） ，意为双语评估替换，是衡量一个有多个正确输出结果的模型的精确度的评估指标。 BLEU的设计思想与评判机 …

2018年5月24日 · Natural language generation from images, referred to as image or visual captioning also, is an emerging deep learning application that is in the intersection between …

2025年3月20日 · The term Natural Language Generation (NLG), in its broadest definition, refers to the study of systems that verbalize some form of information through natural language. That …

We learn how to instantiate a pre-trained architecture, how to get predictions for arbitrary input, and how to fine-tune the pre-trained models for the A3DS data set. We use the “nlpconnect/vit …

This paper offers a comprehensive review of the research on Natural Language Generation (NLG) over the past two decades, especially in relation to data-to-text generation and text-to-text …

Generating a natural language description from an image or image captioning is an emerging interdisciplinary problem at the intersection of computer vision and NLP, and it forms the …

2022年12月23日 · This article offers a comprehensive review of the research on Natural Language Generation (NLG) over the past two decades, especially in relation to data-to-text …