View in EDS PDF Full Text

Evaluating Large Language Models for Abstractive Summarization: A Benchmark Study on Recall, Fidelity, and Content Coherence.

Saved in:
Bibliographic Details
Title: Evaluating Large Language Models for Abstractive Summarization: A Benchmark Study on Recall, Fidelity, and Content Coherence.
Authors: SURABHI, ANURADHA1, surabhiaim12023@gmail.com, MARTHA, SHESHIKALA1
Source: Journal of Information Science & Engineering; May2026, Vol. 42 Issue 3, p793-804, 12p
Database: Applied Science & Technology Source
FullText Links:
  – Type: pdflink
Text:
  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 193961070
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Evaluating Large Language Models for Abstractive Summarization: A Benchmark Study on Recall, Fidelity, and Content Coherence.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22SURABHI%2C+ANURADHA%22">SURABHI, ANURADHA</searchLink><relatesTo>1</relatesTo>, <i>surabhiaim12023@gmail.com</i><br /><searchLink fieldCode="AU" term="%22MARTHA%2C+SHESHIKALA%22">MARTHA, SHESHIKALA</searchLink><relatesTo>1</relatesTo>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Journal+of+Information+Science+%26+Engineering%22">Journal of Information Science & Engineering</searchLink>; May2026, Vol. 42 Issue 3, p793-804, 12p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=193961070
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.6688/JISE.202605_42(3).0018
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 12
        StartPage: 793
    Titles:
      – TitleFull: Evaluating Large Language Models for Abstractive Summarization: A Benchmark Study on Recall, Fidelity, and Content Coherence.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: SURABHI, ANURADHA
      – PersonEntity:
          Name:
            NameFull: MARTHA, SHESHIKALA
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 05
              Text: May2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 10162364
          Numbering:
            – Type: volume
              Value: 42
            – Type: issue
              Value: 3
          Titles:
            – TitleFull: Journal of Information Science & Engineering
              Type: main
ResultId 1