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A Systematic Literature Review on Using Natural Language Processing in Software Requirements Engineering

https://doi.org/10.3390/electronics13112055

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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SABDM: A self‐attention based bidirectional‐RNN deep model for requirements classification

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Function Point Extraction Method from Goal and Scenario Based Requirements Text

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Requirements Classification Using FastText and BETO in Spanish Documents

inferredcites →https://doi.org/10.1007/978-3-540-28640-0_48openalex-snapshot

Natural Language Processing of Patents and Technical Documentation

inferredcites →https://doi.org/10.1007/978-3-642-36321-4_12openalex-snapshot

Quality Factor Assessment and Text Summarization of Unambiguous Natural Language Requirements

inferredcites →https://doi.org/10.1007/978-981-10-4154-9_56openalex-snapshot

The Applications of Natural Language Processing (NLP) for Software Requirement Engineering - A Systematic Literature Review

inferredcites →https://doi.org/10.1007/s00521-019-04226-5openalex-snapshot

Extraction of non-functional requirement using semantic similarity distance

inferredcites →https://doi.org/10.1007/s00766-008-0063-7openalex-snapshot

Requirements for tools for ambiguity identification and measurement in natural language requirements specifications

inferredcites →https://doi.org/10.1007/s00766-015-0239-xopenalex-snapshot

Repetition between stakeholder (user) and system requirements

inferredcites →https://doi.org/10.1007/s00766-017-0270-1openalex-snapshot

Extracting conceptual models from user stories with Visual Narrator

inferredcites →https://doi.org/10.1007/s10490-018-9597-5openalex-snapshot

A review of the internationalization of Chinese enterprises

inferredcites →https://doi.org/10.1007/s10515-016-0206-xopenalex-snapshot

From requirements to source code: a Model-Driven Engineering approach for RESTful web services

inferredcites →https://doi.org/10.1007/s10664-014-9334-8openalex-snapshot

Software requirements prioritization and selection using linguistic tools and constraint solvers—a controlled experiment

inferredcites →https://doi.org/10.1007/s41870-022-00884-2openalex-snapshot

MUCE: a multilingual use case model extractor using GPT-3

inferredcites →https://doi.org/10.1016/j.asoc.2016.07.048openalex-snapshot

Extracting features from online software reviews to aid requirements reuse

inferredcites →https://doi.org/10.1016/j.compeleceng.2021.107445openalex-snapshot

Metrics for software requirements specification quality quantification

inferredcites →https://doi.org/10.1016/j.datak.2006.06.012openalex-snapshot

Deriving static and dynamic concepts from software requirements using sophisticated tagging

inferredcites →https://doi.org/10.1016/j.datak.2020.101796openalex-snapshot

Semi-automated development of conceptual models from natural language text

inferredcites →https://doi.org/10.1016/j.infsof.2018.04.010openalex-snapshot

The use of artificial neural networks for extracting actions and actors from requirements document

inferredcites →https://doi.org/10.1016/j.infsof.2018.12.007openalex-snapshot

Detecting terminological ambiguity in user stories: Tool and experimentation

inferredcites →https://doi.org/10.1016/j.infsof.2021.106558openalex-snapshot

iMER: Iterative process of entity relationship and business process model extraction from the requirements

inferredcites →https://doi.org/10.1016/j.infsof.2022.106877openalex-snapshot

An end-to-end deep learning system for requirements classification using recurrent neural networks

inferredcites →https://doi.org/10.1016/j.jbusres.2021.04.067openalex-snapshot

Franchising research on emerging markets: Bibliometric and content analyses

inferredcites →https://doi.org/10.1016/j.jestch.2020.11.006openalex-snapshot

Linking software requirements and conceptual models: A systematic literature review

inferredcites →https://doi.org/10.1016/j.jksuci.2022.10.007openalex-snapshot

Generating BPMN diagram from textual requirements

inferredcites →https://doi.org/10.1016/j.jss.2017.12.028openalex-snapshot

Automatically classifying user requests in crowdsourcing requirements engineering

inferredcites →https://doi.org/10.1016/j.jss.2023.111616openalex-snapshot

Applications of natural language processing in software traceability: A systematic mapping study

inferredcites →https://doi.org/10.1016/j.knosys.2022.108933openalex-snapshot

Learning software requirements syntax: An unsupervised approach to recognize templates

inferredcites →https://doi.org/10.1049/cmu2.12555openalex-snapshot

A multi‐agent K‐means with case‐based reasoning for an automated quality assessment of software requirement specification

inferredcites →https://doi.org/10.1049/ic.2013.0341openalex-snapshot

Extraction of key attributes from natural language requirements specification text

inferredcites →https://doi.org/10.1109/access.2021.3052921openalex-snapshot

Identifying Non-Functional Requirements From Unconstrained Documents Using Natural Language Processing and Machine Learning Approaches

inferredcites →https://doi.org/10.1109/access.2022.3165585openalex-snapshot

Classification of Speech Acts in Public Software Tenders

inferredcites →https://doi.org/10.1109/access.2022.3217752openalex-snapshot

A Non-Exclusive Multi-Class Convolutional Neural Network for the Classification of Functional Requirements in AUTOSAR Software Requirement Specification Text

inferredcites →https://doi.org/10.1109/access.2023.3287882openalex-snapshot

Structured SRS for e-Government Services With Boilerplate Design and Interface

inferredcites →https://doi.org/10.1109/access.2023.3301725openalex-snapshot

Pre-Trained Model-Based NFR Classification: Overcoming Limited Data Challenges

inferredcites →https://doi.org/10.1109/aero50100.2021.9438170openalex-snapshot

A Fully Automated Approach to Requirement Extraction from Design Documents

inferredcites →https://doi.org/10.1109/comtech52583.2021.9616949openalex-snapshot

A Novel Natural Language Processing approach to automatically Visualize Entity-Relationship Model from Initial Software Requirements

inferredcites →https://doi.org/10.1109/conisoft50191.2020.00014openalex-snapshot

A Systematic Literature Review on Machine Learning for Automated Requirements Classification

inferredcites →https://doi.org/10.1109/hsi.2018.8431221openalex-snapshot

Extracting Concepts from the Software Requirements Specification Using Natural Language Processing

inferredcites →https://doi.org/10.1109/icirca57980.2023.10220849openalex-snapshot

Natural Language Processing based Automatic Making of Use Case Diagram

inferredcites →https://doi.org/10.1109/icit52682.2021.9491698openalex-snapshot

Semi-Automated Classification of Arabic User Requirements into Functional and Non-Functional Requirements using NLP Tools

inferredcites →https://doi.org/10.1109/icitisee57756.2022.10057944openalex-snapshot

Use Case-Based Analytical Hierarchy Process Method for Software Requirements Prioritization

inferredcites →https://doi.org/10.1109/icoris.2019.8874888openalex-snapshot

Detecting Non-Atomic Requirements in Software Requirements Specifications Using Classification Methods

inferredcites →https://doi.org/10.1109/icoris.2019.8874920openalex-snapshot

Requirements Dependency Graph Modeling on Software Requirements Specification Using Text Analysis

inferredcites →https://doi.org/10.1109/icsme46990.2020.00067openalex-snapshot

Score-Based Automatic Detection and Resolution of Syntactic Ambiguity in Natural Language Requirements

inferredcites →https://doi.org/10.1109/infoman.2019.8714682openalex-snapshot

Automatic Detection of Ambiguous Software Requirements: An Insight

inferredcites →https://doi.org/10.1109/isriti51436.2020.9315489openalex-snapshot

Extraction Dependency Based on Evolutionary Requirement Using Natural Language Processing

inferredcites →https://doi.org/10.1109/ladc.2016.26openalex-snapshot

Semi-Automatic Checklist Quality Assessment of Natural Language Requirements for Space Applications

inferredcites →https://doi.org/10.1109/mi-sta52233.2021.9464433openalex-snapshot

Generating UML Class Diagram from Natural Language Requirements: A Survey of Approaches and Techniques

inferredcites →https://doi.org/10.1109/mlds.2017.16openalex-snapshot

Validation of Inspection Reviews over Variable Features Set Threshold

inferredcites →https://doi.org/10.1109/modre.2011.6045361openalex-snapshot

Interactive requirements validation for reactive systems through virtual requirements prototype

inferredcites →https://doi.org/10.1109/pic.2016.7949577openalex-snapshot

Experiment on automatic functional requirements analysis with the EFRF's semantic cases

inferredcites →https://doi.org/10.1109/re48521.2020.00059openalex-snapshot

Identifying Use Case Elements from Textual Specification: A Preliminary Study

inferredcites →https://doi.org/10.1109/re54965.2022.00039openalex-snapshot

Towards an automatic requirements classification in a new Spanish dataset

inferredcites →https://doi.org/10.1109/rew.2019.00048openalex-snapshot

On the Use of Word Embeddings for Identifying Domain Specific Ambiguities in Requirements

inferredcites →https://doi.org/10.1109/sera54885.2022.9806783openalex-snapshot

Automatic Transformation of Natural to Unified Modeling Language: A Systematic Review

inferredcites →https://doi.org/10.1109/snams.2019.8931820openalex-snapshot

Automatic Classification of Apps Reviews for Requirement Engineering: Exploring the Customers Need from Healthcare Applications

inferredcites →https://doi.org/10.1109/tse.2016.2635134openalex-snapshot

Automated Extraction and Clustering of Requirements Glossary Terms

inferredcites →https://doi.org/10.1109/tse.2020.3018481openalex-snapshot

Deep Learning Based Program Generation From Requirements Text: Are We There Yet?

inferredcites →https://doi.org/10.1136/bmj.n71openalex-snapshot

The PRISMA 2020 statement: an updated guideline for reporting systematic reviews

inferredcites →https://doi.org/10.1145/2381716.2381786openalex-snapshot

NLARE, a natural language processing tool for automatic requirements evaluation

inferredcites →https://doi.org/10.1145/2907942openalex-snapshot

Mining Privacy Goals from Privacy Policies Using Hybridized Task Recomposition

inferredcites →https://doi.org/10.1145/3012258.3012262openalex-snapshot

Syntactic Rules of Extracting Test Cases from Software Requirements

inferredcites →https://doi.org/10.1145/3460620.3460768openalex-snapshot

Generating UML Use Case and Activity Diagrams Using NLP Techniques and Heuristics Rules

inferredcites →https://doi.org/10.1145/3551349.3560417openalex-snapshot

PRCBERT: Prompt Learning for Requirement Classification using BERT-based Pretrained Language Models

inferredcites →https://doi.org/10.1155/2020/8830683openalex-snapshot

A Systematic Literature Review on Using Machine Learning Algorithms for Software Requirements Identification on Stack Overflow

inferredcites →https://doi.org/10.1155/2022/3183411openalex-snapshot

Reducing Requirements Ambiguity via Gamification: Comparison with Traditional Techniques

inferredcites →https://doi.org/10.1166/asl.2016.7070openalex-snapshot

An Effective Approach for Transforming Use Cases Specifications into Class Diagram

inferredcites →https://doi.org/10.1177/1094428114562629openalex-snapshot

Bibliometric Methods in Management and Organization

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A novel reporting workflow for automated integration of artificial intelligence results into structured radiology reports

inferredcites →https://doi.org/10.14257/ijseia.2015.9.11.12openalex-snapshot

Integrating Natural Language Processing and Software Engineering

inferredcites →https://doi.org/10.14569/ijacsa.2021.0120322openalex-snapshot

SVM Machine Learning Classifier to Automate the Extraction of SRS Elements

inferredcites →https://doi.org/10.1504/ijris.2018.096195openalex-snapshot

Exploiting ontology to map requirements derived from informal descriptions

inferredcites →https://doi.org/10.1515/9783110709247-008openalex-snapshot

Study of computational techniques to deal with ambiguity in SRS documents

inferredcites →https://doi.org/10.1587/transinf.2015kbp0005openalex-snapshot

Detecting Logical Inconsistencies by Clustering Technique in Natural Language Requirements

inferredcites →https://doi.org/10.1615/intjmultcompeng.v6.i1openalex-snapshot

inferredcites →https://doi.org/10.18267/j.aip.212openalex-snapshot

Visualisation of User Stories in UML Models: A Systematic Literature Review

inferredcites →https://doi.org/10.18293/seke2021-056openalex-snapshot

From word embeddings to text similarities for improved semantic clustering of functional requirements (S)

inferredcites →https://doi.org/10.2197/ipsjjip.28.136openalex-snapshot

Tool Supported Detection of Omissions by Comparing Words between Requirements and Design Document

inferredcites →https://doi.org/10.24018/ejeng.2018.3.7.807openalex-snapshot

Toward Requirements and Design Traceability Using Natural Language Processing

inferredcites →https://doi.org/10.2753/mis0742-1222280402openalex-snapshot

Two Rule-Based Natural Language Strategies for Requirements Discovery and Classification in Open Source Software Development Projects

inferredcites →https://doi.org/10.3233/sw-2012-0071openalex-snapshot

Using syntactic and semantic analyses to improve the quality of requirements documentation

inferredcites →https://doi.org/10.32604/cmes.2021.013026openalex-snapshot

Eliciting Requirements from Stakeholders’ Responses Using Natural Language Processing

inferredcites →https://doi.org/10.32985/ijeces.14.10.3openalex-snapshot

Semi-automated Software Requirements Categorisation using Machine Learning Algorithms

inferredcites →https://doi.org/10.3390/e25060888openalex-snapshot

Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review

inferredcites →https://doi.org/10.4135/9781071802878openalex-snapshot

The Content Analysis Guidebook

inferredcites →https://doi.org/10.5860/choice.48-3304openalex-snapshot

Requirements engineering: fundamentals, principles, and techniques

inferredcites →https://doi.org/10.7155/jgaa.00124openalex-snapshot

Computing Communities in Large Networks Using Random Walks

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