Сөйлемдерді кластерлеу

In this paper, we explore the use of automatic syntactic simplification for improving content selection in multi-document summarization. In particular, we show how simplifying parenthet- icals by removing relative clauses …...

Multi-document summarization aims to produce a concise summary that contains salient information from a set of source documents. In this field, sentence ranking has hitherto been the issue of most …...

This paper presents a novel sentence cluster- ing scheme based on projecting sentences over term clusters. The scheme incorporates exter- nal knowledge to overcome lexical variability and small corpus size, …...

For evaluation of pre-trained models like bidi- rectional encoder representations from trans- formers (BERT), task-based approaches are frequently adopted and there is a possibility that meta parameters for fine-tuning influence …...