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by IQAC KIITKIIT Deemed to be University — Internal Quality Assurance Cell

Publication2022

Summarizing Bengali Text: An Extractive Approach

The record

Type
Publication
Date
1 January 2022
Level
International — held abroad
Journal
Smart Innovation Systems and Technologies
Volume
266
Pages
133-140
Published
1 January 2022
DOI
10.1007/978-981-16-6624-7_14
Scopus ID
85126197363
ISSN
21903018
Authors
4
Open access
No
Citations
8
International co-authorship
Yes
Co-author countries
CH, IN

Classification

Every label below carries the reasoning it was assigned on, the confidence band it was assigned in, and what produced it. The rubric is published.

UN Sustainable Development Goals

  1. 4 Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all

    GoalPrimaryModerate confidenceJudged

    Develops text summarization system for Bengali language supporting access to information and digital literacy in lower-resource languages.

    Moderate confidence
    The alignment is plausible and defensible but rests on an assumption a reasonable reviewer could decline. Published, and surfaced in the review queue for a human to confirm or override.
    Judged
    Judged against the published classification rubric, under the rubric and prompt versions recorded with the run that produced it.
    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1

  2. 9.5 Enhance scientific research, upgrade technological capabilities, and increase researchers and R&D spending

    TargetSecondaryHigh confidenceJudged

    Applies BERT and TF-IDF methodologies to natural language processing for extractive summarization of regional language content.

    High confidence
    The subject matter is a strong and direct inference from the record type, the funding or organising body, or the programme context, even where the title alone is thin. Example: an ICMR-funded project against SDG 3, on the strength of the agency.
    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1

  3. 17.6 Enhance North-South, South-South and triangular cooperation on science, technology and innovation, and knowledge sharing

    TargetSecondaryHigh confidenceRule-derivedrule sdg17-structural-v1

    Structural signal: co-authorship outside India.

    Rule-derived
    Emitted by a deterministic rule from structural signals rather than judged from the record’s text. The rule carries a version, so rule-derived and judged labels stay separable.
    Produced by
    sdg17-structural-v1, under kortex-publication-v1

Viksit Bharat @2047

  1. vb-1.1 Education and lifelong learning

    Sub-themePrimaryModerate confidenceJudged

    Digital tools for language learning and information access in Indian language.

    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1

Each label above carries the instrument and the version that produced it. How each classification is reached.

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1

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KIIT Deemed to be University. “Summarizing Bengali Text: An Extractive Approach”. Kortex.

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