Frontiers in Artificial Intelligence | Natural Language Processing

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

925 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

957 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

537 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

190 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

925 views

Original Research

Accepted on 26 Jan 2026

An Efficient Strategy for Fine-Tuning Large Language Models

in Natural Language Processing

Benjamin Marsh
Adam Michaleas
Darrell Ricke
Shaun Monera
Shriya Zembruski

Frontiers in Artificial Intelligence

488 views

Systematic Review

Accepted on 19 Jan 2026

An AI-Driven Conceptual Framework for Detecting Fake News and Deepfake Content: A Systematic Review

in Natural Language Processing

Bravlyn Victoria Chido Moyo
Tite Tuyikeze
Fezile Matsebula
Ibidun Christiana Obagbuwa

Frontiers in Artificial Intelligence

1,592 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

1,160 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

2,689 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

1,084 views

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

2,207 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

1,632 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

1,205 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

1,033 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

2,708 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

1,482 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

2,569 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

2,784 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

2,292 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

3,023 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

1,768 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

2,682 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

25,666 views

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

24,144 views
11 citations

115 articles

articles

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

An Efficient Strategy for Fine-Tuning Large Language Models

An AI-Driven Conceptual Framework for Detecting Fake News and Deepfake Content: A Systematic Review

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

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