… for each text paragraph as compared to the fixed-length PRK [22,27]. … abstractive and
extractive summarization with the actual text. Our proposed technique of abstractive summarization …

… diverse context vectors at successive time steps. We evaluate our method in the context of
query based abstractive summarization … average length of the query, summary and documents …

… , coverage, and diversity under a desired length limit. We conduct … Abstractive summarization
systems define the actual … to propose a new sentence abstraction technique (eg, syntactic …

… a new graph-based summarization technique, which, besides … In the abstractive summarization,
the summary is generated, … length of the sentences is smaller than of the input document…

… into extractive and abstractive summarization. An extractive … should reflect the diverse topics
of the document while keeping … Sentences having keywords are of greater chances to be …

… agents method for abstractive summarization, where they also … search algorithm and other
diverse beam decoding algorithms… (document length) of the original source document and the …

… We calculate the redundancy and diversity of each sentence … The Doc2Vec [39] is a simple
technique to obtain semantic … of a sentence, we also consider the position and length metrics …

… unsupervised techniques, existing approaches for document … of varying lengths (10%, 20%,
…, 100% of original document… and diversity in summary. The second method, proposed by …

… level is employed to denote the key words in the document. A … We prefer sentences with a
length located in a certain range. … the Latent Semantic Analysis technique and select the k most …

… Keywords … simulates its fulllength source in usual IR tasks such as document retrieval
and text … We could see how much the diversity component contributes to performance by …