Frontiers in Artificial Intelligence | Natural Language Processing

Systematic Review

Published on 05 Jan 2026

Designing intelligent chatbots with ChatGPT: a framework for development and implementation

in Natural Language Processing

Sajjad Hyder
Javeed Kittur

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1618791

2,973 views
1 citation

Original Research

Published on 05 Jan 2026

GECOBench: a gender-controlled text dataset and benchmark for quantifying biases in explanations

in Natural Language Processing

Rick Wilming
Artur Dox
Hjalmar Schulz
Marta Oliveira
Benedict Clark
Stefan Haufe

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1694388

1,513 views
3 citations

Original Research

Published on 28 Nov 2025

Text summarization method of argumentative discourse by combining the BERT-transformer model

in Natural Language Processing

Yaser Altameemi
Mohammed Altamimi
Adel Alkhalil
Diaa Uliyan
Romany F. Mansour

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1654496

1,405 views

Original Research

Published on 20 Nov 2025

Analysis of article screening and data extraction performance by an AI systematic literature review platform

in Natural Language Processing

Kelsie Cassell
Abiodun Ologunowa
Majid Rastegar-Mojarad
Bianca Chun
Yi-Ling Huang
Dong Wang
Nicole Cossrow

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1662202

3,852 views

Original Research

Published on 13 Nov 2025

Testing network clustering algorithms with natural language processing

in Natural Language Processing

Ixandra Achitouv
David Chavalarias
Bruno Gaume

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1635436

1,804 views

Perspective

Published on 12 Nov 2025

Accelerating earth science discovery via multi-agent LLM systems

in Natural Language Processing

Dmitrii Pantiukhin
Boris Shapkin
Ivan Kuznetsov
Antonia Anna Jost
Nikolay Koldunov

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1674927

3,976 views
2 citations

Original Research

Published on 06 Nov 2025

Explainable detection: a transformer-based language modeling approach for Bengali news title classification with comparative explainability analysis using ML and DL

in Natural Language Processing

Md. Julkar Naeen
Sourav Kumar Das
Sakib Alam Jisan
Sharun Akter Khushbu
Noyon Chandra Saha
Ohidujjaman

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1537432

3,470 views

Editorial

Published on 06 Nov 2025

Editorial: Emerging techniques in Arabic natural language processing

in Natural Language Processing

Shadi Abudalfa
Motaz Saad
Samhaa El-Beltagy

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1715520

2,799 views
1 citation

Original Research

Published on 21 Oct 2025

A psycholinguistic NLP framework for forensic text analysis of deception and emotion

in Natural Language Processing

Jonathan Adkins
Ali Al Bataineh
Anthos Khanal

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1669542

4,223 views
1 citation

Original Research

Published on 17 Oct 2025

Liver cancer knowledge graph construction based on dynamic entity replacement and masking strategies RoBERTa-wwm-large-BiLSTM-CRF model with clinical Chinese EMRs

in Natural Language Processing

Yichi Zhang
Xiaojun Hu
Hailing Wang
Ke Liu
Yongbin Gao
Xiaoyan Jiang
Yingfang Fan
Zhijun Fang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1663877

2,238 views

Systematic Review

Published on 16 Oct 2025

Cyberbullying detection approaches for Arabic texts: a systematic literature review

in Natural Language Processing

Hooayda Allwaibed
Mohammed Anbar
Selvakumar Manickam
Annisa Bintang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1666349

3,322 views

Conceptual Analysis

Published on 15 Oct 2025

Artificial Creativity: from predictive AI to Generative System 3

in Natural Language Processing

Juan Carlos Chávez-Autor

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1654716

26,569 views
1 citation

Review

Published on 30 Sep 2025

Survey and analysis of hallucinations in large language models: attribution to prompting strategies or model behavior

in Natural Language Processing

Dang Anh-Hoang
Vu Tran
Le-Minh Nguyen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1622292

41,145 views
38 citations

Original Research

Published on 22 Sep 2025

Integrated ensemble of BERT- and feature-based models for authorship attribution in Japanese literary works

in Natural Language Processing

Taisei Kanda
Mingzhe Jin
Wataru Zaitsu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1624900

2,925 views

Original Research

Published on 18 Sep 2025

Cross-dialectal Arabic translation: comparative analysis on large language models

in Natural Language Processing

Ayah Beidas
Kousar Mohi
Fatme Ghaddar
Imtiaz Ahmad
Sa'Ed Abed

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1661789

4,535 views
2 citations

Original Research

Published on 15 Sep 2025

Linguistic patterns in pandemic-related content: a comparative analysis of COVID-19, Constraint, and Monkeypox datasets

in Natural Language Processing

Mkululi Sikosana
Sean Maudsley-Barton
Oluwaseun Ajao

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1627522

2,131 views
2 citations

Original Research

Published on 12 Sep 2025

Evaluating LLMs on Kazakhstan's mathematics exam for university admission

in Natural Language Processing

Shirali Kadyrov
Bolatbek Abdrasilov
Aslan Sabyrov
Nurseit Baizhanov
Alfira Makhmutova
Patrick C. Kyllonen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1642570

4,024 views
1 citation

Original Research

Published on 11 Sep 2025

Explainable AI-driven depression detection from social media using natural language processing and black box machine learning models

in Natural Language Processing

Sidra Hameed
Muhammad Nauman
Nadeem Akhtar
Muhammad A. B. Fayyaz
Raheel Nawaz

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1627078

11,417 views
14 citations

Original Research

Published on 11 Sep 2025

Leveraging pre-trained embeddings in an ensemble machine learning approach for Arabic sentiment analysis

in Natural Language Processing

Areej Jaber
Israa Bahati
Paloma Martínez

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1653728

2,534 views
1 citation

Original Research

Published on 10 Sep 2025

Named entity recognition for Chinese electronic medical records by integrating knowledge graph and ClinicalBERT

in Natural Language Processing

Xiang Xu
Zhengxiong Li
Hongwei Zhang
Kai Ma

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1634774

2,886 views
1 citation

Systematic Review

Published on 05 Sep 2025

A review on knowledge and information extraction from PDF documents and storage approaches

in Natural Language Processing

Salvador D. Atagong
Henri Tonnang
Kennedy Senagi
Mark Wamalwa
Komi M. Agboka
John Odindi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1466092

7,316 views
3 citations

Original Research

Published on 04 Sep 2025

Arabic speech recognition model using Baidu's deep and cluster learning

in Natural Language Processing

Fawaz S. Al-Anzi
Bibin Shalini Sundaram Thankaleela

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1639147

3,654 views
1 citation

Original Research

Published on 03 Sep 2025

EmoShiftNet: a shift-aware multi-task learning framework with fusion strategies for emotion recognition in multi-party conversations

in Natural Language Processing

Hinduja Nirujan
Y. H. P. P. Priyadarshana

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1618698

3,591 views
3 citations

Data Report

Published on 02 Sep 2025

A lexicon obtained and validated by a data-driven approach for organic residues valorization in emerging and developing countries

in Natural Language Processing

Christiane Rakotomalala
Jean-Marie Paillat
Frédéric Feder
Angel Avadí
Laurent Thuriès
Marie-Liesse Vermeire
Jean-Michel Médoc
Tom Wassenaar
Caroline Hottelart
Lilou Kieffer

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1557137

2,020 views
1 citation

128 articles

articles

Designing intelligent chatbots with ChatGPT: a framework for development and implementation

GECOBench: a gender-controlled text dataset and benchmark for quantifying biases in explanations

Text summarization method of argumentative discourse by combining the BERT-transformer model

Analysis of article screening and data extraction performance by an AI systematic literature review platform

Testing network clustering algorithms with natural language processing

Accelerating earth science discovery via multi-agent LLM systems

Explainable detection: a transformer-based language modeling approach for Bengali news title classification with comparative explainability analysis using ML and DL

Editorial: Emerging techniques in Arabic natural language processing

A psycholinguistic NLP framework for forensic text analysis of deception and emotion

Liver cancer knowledge graph construction based on dynamic entity replacement and masking strategies RoBERTa-wwm-large-BiLSTM-CRF model with clinical Chinese EMRs

Cyberbullying detection approaches for Arabic texts: a systematic literature review

Artificial Creativity: from predictive AI to Generative System 3

Survey and analysis of hallucinations in large language models: attribution to prompting strategies or model behavior

Integrated ensemble of BERT- and feature-based models for authorship attribution in Japanese literary works

Cross-dialectal Arabic translation: comparative analysis on large language models

Linguistic patterns in pandemic-related content: a comparative analysis of COVID-19, Constraint, and Monkeypox datasets

Evaluating LLMs on Kazakhstan's mathematics exam for university admission

Explainable AI-driven depression detection from social media using natural language processing and black box machine learning models

Leveraging pre-trained embeddings in an ensemble machine learning approach for Arabic sentiment analysis

Named entity recognition for Chinese electronic medical records by integrating knowledge graph and ClinicalBERT

A review on knowledge and information extraction from PDF documents and storage approaches

Arabic speech recognition model using Baidu's deep and cluster learning

EmoShiftNet: a shift-aware multi-task learning framework with fusion strategies for emotion recognition in multi-party conversations

A lexicon obtained and validated by a data-driven approach for organic residues valorization in emerging and developing countries