Frontiers in Artificial Intelligence | Natural Language Processing

Original Research

Published on 08 Apr 2026

On the interface between linguistics, computer science and psychiatry: analyzing textual key-factors affecting BERT-based classification of schizophrenia in social media texts

in Natural Language Processing

J. V. Miranda e Silva
C. Rodrigues
E. Vital Brazil

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1781552

103 views

Original Research

Published on 08 Apr 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

doi 10.3389/frai.2026.1724407

214 views

Original Research

Published on 31 Mar 2026

A multi-layer annotated corpus for information extraction in Russian clinical NLP

in Natural Language Processing

Anar Sultangaziyeva
Madina Sambetbayeva
Nurzhan Mukazhanov
Bayangali Abdygalym
Sandugash Serikbayeva

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1766899

129 views

Perspective

Published on 31 Mar 2026

From simulated empathy to structural attunement: Realtime Editable Memory Topology and the evolution of emotionally grounded AI

in Natural Language Processing

John Albanese

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1749517

184 views

Original Research

Published on 18 Mar 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

doi 10.3389/frai.2026.1759136

173 views

Original Research

Published on 18 Mar 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

doi 10.3389/frai.2026.1768701

157 views

Conceptual Analysis

Accepted on 09 Mar 2026

Putting Reasons back into Reasoning: How Genuine Reasoning is Inference-Based and Why Neuro-Symbolic NLI Could Achieve It

in Natural Language Processing

Reto Gubelmann

Frontiers in Artificial Intelligence

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

2,731 views

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

1,248 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

1,328 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

1,301 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

679 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

1,314 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

1,474 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

3,018 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

1,351 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

2,557 views
1 citation

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

2,287 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

1,356 views
2 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

1,194 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

3,257 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

1,610 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

3,182 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

3,072 views

121 articles

articles

On the interface between linguistics, computer science and psychiatry: analyzing textual key-factors affecting BERT-based classification of schizophrenia in social media texts

SSABE-TSCM: drift-aware and interpretable financial sentiment analysis for low-resource Bangla via adaptive semi-supervised and temporal contrastive modeling

A multi-layer annotated corpus for information extraction in Russian clinical NLP

From simulated empathy to structural attunement: Realtime Editable Memory Topology and the evolution of emotionally grounded AI

Graph convolution-based techniques for pragmatic Arabic figurative language classification

Advanced feature selection and temporal attention mechanisms with Bi-LSTM classifier for optimizing emotion recognition in Kashmiri speech

Putting Reasons back into Reasoning: How Genuine Reasoning is Inference-Based and Why Neuro-Symbolic NLI Could Achieve It

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

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

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

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