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ADDIS ABABA UNIVERSITY SCHOOL OF GRADUATE STUDIES SCHOOL OF INFORMATION SCIENCEQuerybased Automatic Summarizer for Afaan Oromo TextBy: Asefa Bayisa KabetaA THESIS SUBMITTED TO THE SCHOOL OF GRADUATE.

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It's shortened from Natural Language Processing, which is a process wherein the AI tool extracts information from the text. After that, it analyzes it to extract keywords, phrases, sentences, or paragraphs. It can also identify topics and themes in the content.

There are two types of summarization: extractive and abstractive. Extractive summarization selects a subset of sentences from the text to form a summary; abstractive summarization reorganizes the language in the text and adds novel words/phrases into the summary if necessary.

Owing to its simplicity in most use cases, extractive text summarization is the most common method used by automatic text summarizers.

Based on the purpose Informative summarization is a type of text summarization that aims to provide an overview of the main points or ideas in a text. It involves condensing a long document or article into a shorter, more digestible summary, or extracting key points or highlights from a text.

Query-focused summarization (QFS) is a subtask within text summarization that focuses on generat- ing summaries where the summary content is tai- lored to a user-specified query that is passed along- side the source document as input to the model.

In general, there are two different approaches for automatic summarization: extraction and abstraction.

Query-based document summarization aims to extract or generate a summary of a document which directly answers or is relevant to the search query. It is an important technique that can be beneficial to a variety of applications such as search engines, document-level machine reading comprehension, and chatbots.

Sumy offers several algorithms and methods for text summarization, some of them are: Luhn: heuristic method. Latent Semantic Analysis (LSA) Edmundson heuristic method. LexRank. TextRank.

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© Copyright 1997-2025
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Form Packages
Adoption
Bankruptcy
Contractors
Divorce
Home Sales
Employment
Identity Theft
Incorporation
Landlord Tenant
Living Trust
Name Change
Personal Planning
Small Business
Wills & Estates
Packages A-Z
Form Categories
Affidavits
Bankruptcy
Bill of Sale
Corporate - LLC
Divorce
Employment
Identity Theft
Internet Technology
Landlord Tenant
Living Wills
Name Change
Power of Attorney
Real Estate
Small Estates
Wills
All Forms
Forms A-Z
Form Library
Customer Service
Terms of Service
DMCA Policy
About Us
Blog
Affiliates
Contact Us
Privacy Notice
Delete My Account
Site Map
Industries
Forms in Spanish
Localized Forms
State-specific Forms
Forms Kit
Legal Guides
Real Estate Handbook
All Guides
Prepared for You
Notarize
Incorporation services
Our Customers
For Consumers
For Small Business
For Attorneys
Our Sites
US Legal Forms
USLegal
FormsPass
pdfFiller
signNow
airSlate workflows
DocHub
Instapage
Social Media
Call us now toll free:
1-877-389-0141
As seen in:
  • USA Today logo picture
  • CBC News logo picture
  • LA Times logo picture
  • The Washington Post logo picture
  • AP logo picture
  • Forbes logo picture
© Copyright 1997-2025
airSlate Legal Forms, Inc.
3720 Flowood Dr, Flowood, Mississippi 39232