Recently, neural models have been proposed for headline generation by learning to map documents to headlines with recurrent neural network. In this work, we give a detailed introduction and comparison of existing work...Recently, neural models have been proposed for headline generation by learning to map documents to headlines with recurrent neural network. In this work, we give a detailed introduction and comparison of existing work and recent improvements in neural headline generation, with particular attention on how encoders, decoders and neural model training strategies alter the overall performance of the headline generation system. Furthermore, we perform quantitative analysis of most existing neural headline generation systems and summarize several key factors that impact the performance of headline generation systems. Meanwhile, we carry on detailed error analysis to typical neural headline generation systems in order to gain more comprehension. Our results and conclusions are hoped to benefit future research studies.展开更多
This paper is holding the purpose of summing up the theories and methods based on many examples which demonstrate principles,features and technique skills in news headline translation.We know that the translation of n...This paper is holding the purpose of summing up the theories and methods based on many examples which demonstrate principles,features and technique skills in news headline translation.We know that the translation of news headlines which is considered as the eyes and window of news appears very essential as many people do not have enough time to read the whole text from beginning to the end.They tend to browse headlines at first and then pick up the news in which the headline attracts them.From the paper,we can draw a conclusion that English news headline translation is not an easy task,and we need more study and practice to make it better and do our utmost to help Chinese readers when they are reading English newspapers or magazines.展开更多
As is known to all,headlines serve as a summary and advertisement for the main idea of the news so as to make the reader have a better understanding.Therefore,to some degree,we can say that the headline is the soul of...As is known to all,headlines serve as a summary and advertisement for the main idea of the news so as to make the reader have a better understanding.Therefore,to some degree,we can say that the headline is the soul of a news report.Rhetoric,in all kinds of writing in all kinds of languages,can be applied and make an efficient effect.As for an English news headline,it is usually formed with certain rhetorical device to embody its soul and to appeal to more readers.This paper is to introduce and discuss the rhetorical features of the news headlines with examples and analysis.展开更多
文摘Recently, neural models have been proposed for headline generation by learning to map documents to headlines with recurrent neural network. In this work, we give a detailed introduction and comparison of existing work and recent improvements in neural headline generation, with particular attention on how encoders, decoders and neural model training strategies alter the overall performance of the headline generation system. Furthermore, we perform quantitative analysis of most existing neural headline generation systems and summarize several key factors that impact the performance of headline generation systems. Meanwhile, we carry on detailed error analysis to typical neural headline generation systems in order to gain more comprehension. Our results and conclusions are hoped to benefit future research studies.
文摘This paper is holding the purpose of summing up the theories and methods based on many examples which demonstrate principles,features and technique skills in news headline translation.We know that the translation of news headlines which is considered as the eyes and window of news appears very essential as many people do not have enough time to read the whole text from beginning to the end.They tend to browse headlines at first and then pick up the news in which the headline attracts them.From the paper,we can draw a conclusion that English news headline translation is not an easy task,and we need more study and practice to make it better and do our utmost to help Chinese readers when they are reading English newspapers or magazines.
文摘As is known to all,headlines serve as a summary and advertisement for the main idea of the news so as to make the reader have a better understanding.Therefore,to some degree,we can say that the headline is the soul of a news report.Rhetoric,in all kinds of writing in all kinds of languages,can be applied and make an efficient effect.As for an English news headline,it is usually formed with certain rhetorical device to embody its soul and to appeal to more readers.This paper is to introduce and discuss the rhetorical features of the news headlines with examples and analysis.
