Frontiers in Artificial Intelligence | Natural Language Processing

Systematic Review

Published on 02 Mar 2026

An AI-driven conceptual framework for detecting fake news and deepfake content: a systematic review

in Natural Language Processing

Bravlyn VC. Moyo
Tite Tuyikeze
Fezile Matsebula
Ibidun C. Obagbuwa

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1737790

1,885 views

Original Research

Accepted on 24 Feb 2026

Advanced Feature Selection and Temporal Attention Mechanisms with Bi-LSTM Classifier for Optimizing Emotion Recognition in Kashmiri Speech

in Natural Language Processing

GH Mohmad Dar
Radhakrishnan Delhibabu

Frontiers in Artificial Intelligence

Original Research

Accepted on 17 Feb 2026

Graph Convolution-Based Techniques for Pragmatic Arabic Figurative Language Classification

in Natural Language Processing

Zouheir Banou
Fatima-Zahra Alaoui
Sanaa El Filali
El Habib Benlahmar
Laila El Jiani
Hasnae Sakhi

Frontiers in Artificial Intelligence

Original Research

Published on 17 Feb 2026

An efficient strategy for fine-tuning large language models

in Natural Language Processing

Benjamin Marsh
Adam Michaleas
Darrell O. Ricke
Shaun Monera
Shriya Zembruski

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1665992

863 views

Systematic Review

Published on 05 Feb 2026

Impact of Natural Language Processing models on diagnosis and decision-making in healthcare, business, education, and sports: a review

in Natural Language Processing

Aryan Choudhary
Sireesha Pamidimokkala
Krithiga R.
Bhavadharini R. M.

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1706369

1,041 views

Original Research

Published on 05 Feb 2026

Small language models applied in text summarization task of health-related news to improve public health audit: an experimental case study

in Natural Language Processing

Alysson Guimarães
Methanias Colaço Junior
Samuel Santana De Almeida
Gabriely Garcia Ferreira de Araújo
Raphael Silva Fontes
Helder Prado
Luca Pareja Credidio Freire Alves
Natan Matos
Ricardo Alexsandro de Medeiros Valentim
João Paulo Queiroz dos Santos

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1708993

1,159 views

Original Research

Published on 04 Feb 2026

TEGAA: transformer-enhanced graph aspect analyzer with semantic contrastive learning for implicit aspect detection

in Natural Language Processing

Piyush Kumar Soni
Radhakrishna Rambola

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1666674

617 views

Original Research

Accepted on 29 Jan 2026

SSABE-TSCM: Drift-Aware and Interpretable Financial Sentiment Analysis for Low-Resource Bangla via Adaptive Semi-Supervised and Temporal Contrastive Modeling

in Natural Language Processing

Iftakhar Ali Khandokar
Priya Deshpande

Frontiers in Artificial Intelligence

202 views

Brief Research Report

Published on 29 Jan 2026

Private speech: similarities between a large language model and children

in Natural Language Processing

Zhiyu Liang
Leon On Tay
Simon Dennis

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1691074

1,048 views

Original Research

Published on 13 Jan 2026

Advancing cyberbullying detection in low-resource languages: a transformer- stacking framework for Bengali

in Natural Language Processing

Md. Nesarul Hoque
Rudra Pratap Deb Nath
Abu Nowshed Chy
Debasish Ghose
Md Hanif Seddiqui

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1679962

1,252 views

Original Research

Published on 12 Jan 2026

RiCoRecA: rich cooking recipe annotation schema

in Natural Language Processing

Filippos Ventirozos
Mauricio Jacobo-Romero
Haifa Alrdahi
Sarah Clinch
Riza Batista-Navarro

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1550604

2,884 views

Mini Review

Published on 12 Jan 2026

Positive sentiments in early academic literature on DeepSeek: a cross-disciplinary mini review

in Natural Language Processing

Yuxing He
Angie Giangan
Nam Vu
Casey Watters

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1725853

1,191 views
1 citation

Original Research

Published on 06 Jan 2026

Understanding user perceptions of DeepSeek: insights from sentiment, topic and network analysis using a Reddit-based study

in Natural Language Processing

Naisarg Patel
Rajesh Sharma
Prakash Lingasamy
Vino Sundararajan
Sajitha Lulu Sudhakaran
Vijayachitra Modhukur

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1703949

2,323 views

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

1,251 views

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

1,828 views

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

1,087 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

2,860 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

1,519 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

2,736 views
1 citation

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

2,878 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

2,336 views

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

3,232 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

1,820 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

2,816 views

117 articles

articles

An AI-driven conceptual framework for detecting fake news and deepfake content: a systematic review

Advanced Feature Selection and Temporal Attention Mechanisms with Bi-LSTM Classifier for Optimizing Emotion Recognition in Kashmiri Speech

Graph Convolution-Based Techniques for Pragmatic Arabic Figurative Language Classification

An efficient strategy for fine-tuning large language models

Impact of Natural Language Processing models on diagnosis and decision-making in healthcare, business, education, and sports: a review

Small language models applied in text summarization task of health-related news to improve public health audit: an experimental case study

TEGAA: transformer-enhanced graph aspect analyzer with semantic contrastive learning for implicit aspect detection

SSABE-TSCM: Drift-Aware and Interpretable Financial Sentiment Analysis for Low-Resource Bangla via Adaptive Semi-Supervised and Temporal Contrastive Modeling

Private speech: similarities between a large language model and children

Advancing cyberbullying detection in low-resource languages: a transformer- stacking framework for Bengali

RiCoRecA: rich cooking recipe annotation schema

Positive sentiments in early academic literature on DeepSeek: a cross-disciplinary mini review

Understanding user perceptions of DeepSeek: insights from sentiment, topic and network analysis using a Reddit-based study

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

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

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