Frontiers in Artificial Intelligence | Natural Language Processing

Original Research

Published on 01 Sep 2025

Ethical implications of ChatGPT and other large language models in academia

in Natural Language Processing

Ahmad Almufarreh
Ashfaq Ahmad
Muhammad Arshad
Choo Wou Onn
Robinson Elechi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1615761

7,901 views
2 citations

Review

Published on 26 Aug 2025

A comparative study of Arabic syntactic analyzers

in Natural Language Processing

Omar Saadiyeh
Alaaeddine Ramadan
Mohammad Hajjar
Gilles Bernard

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1638743

3,492 views
2 citations

Original Research

Published on 20 Aug 2025

CoViNAR: a context-aware social media dataset for pandemic severity level prediction and analysis

in Natural Language Processing

Soofi Shafiya
Mudasir Ahmad Wani
Suraiya Jabin
Mohammad ELAffendi
Jahiruddin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1623090

2,274 views

Original Research

Published on 13 Aug 2025

Tokenization efficiency of current foundational large language models for the Ukrainian language

in Natural Language Processing

Daniil Maksymenko
Oleksii Turuta

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1538165

8,097 views
1 citation

Original Research

Published on 08 Aug 2025

Grouped semantic-feature relation extraction from texts to represent medicinal-plant property knowledge on social media

in Natural Language Processing

Chaveevan Pechsiri
Intaka Piriyakul
Joseph Santhi Pechsiri

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1579357

2,342 views

Original Research

Published on 05 Aug 2025

Evaluation of large language model-driven AutoML in data and model management from human-centered perspective

in Natural Language Processing

Jiapeng Yao
Lantian Zhang
Jiping Huang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1590105

5,608 views
5 citations

Original Research

Published on 01 Aug 2025

Divide and summarize: improve SLM text summarization

in Natural Language Processing

Alexandre Bailly
Antoine Saubin
Gabriel Kocevar
Jonathan Bodin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1604034

3,959 views

Brief Research Report

Published on 23 Jul 2025

From digital traces to public vaccination behaviors: leveraging large language models for big data classification

in Natural Language Processing

Yoo Jung Oh
Muhammad Ehab Rasul
Emily McKinley
Christopher Calabrese

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1602984

2,523 views

Review

Published on 07 Jul 2025

Artificial intelligence in healthcare text processing: a review applied to named entity recognition

in Natural Language Processing

Samuel Santana de Almeida
Raphael Silva Fontes
Luca Pareja Credidio Freire Alves
Methanias Colaço Júnior
Gleyson José Pinheiro Caldeira Silva
Lyane Ramalho Cortez
Antonio Higor Freire de Morais
Guilherme Medeiros Machado
Hugo Gonçalo Oliveira
Aliete Cunha-Oliveira

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1584203

9,886 views
3 citations

Original Research

Published on 19 Jun 2025

Constructing and evaluating ArabicStanceX: a social media dataset for Arabic stance detection

in Natural Language Processing

Ali Alkhathlan
Faris Alahmadi
Faris Kateb
Hend Al-Khalifa

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1615800

2,849 views
4 citations

Original Research

Published on 30 May 2025

Small pre-trained model for background understanding in multi-round question answering

in Natural Language Processing

Xin Huang
Hulin Song
Mingming Lu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1308206

1,977 views

Original Research

Published on 21 May 2025

ExDoRA: enhancing the transferability of large language models for depression detection using free-text explanations

in Natural Language Processing

Y. H. P. P. Priyadarshana
Zilu Liang
Ian Piumarta

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1564828

2,906 views
3 citations

Original Research

Published on 15 May 2025

Co-Learning: code learning for multi-agent reinforcement collaborative framework with conversational natural language interfaces

in Natural Language Processing

Jiapeng Yu
Yuqian Wu
Yajing Zhan
Wenhao Guo
Zhou Xu
Raymond Lee

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1431003

4,400 views
3 citations

Perspective

Published on 14 May 2025

Can chatbots teach us how to behave? Examining assumptions about user interactions with AI assistants and their social implications

in Natural Language Processing

Eleonora Lima
Tiffany Morisseau

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1545607

4,803 views
5 citations

Original Research

Published on 01 May 2025

Exploring ChatGPT's potential for augmenting post-editing in machine translation across multiple domains: challenges and opportunities

in Natural Language Processing

Jeehaan Algaraady
Mohammad Mahyoob

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1526293

7,414 views
12 citations

Original Research

Published on 24 Apr 2025

Enhancing pre-trained language model by answering natural questions for event extraction

in Natural Language Processing

Yuxin Zhang
Qing Han

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1520290

3,026 views
1 citation

Conceptual Analysis

Published on 26 Mar 2025

Mind the semantic gap: semantic efficiency in human computer interfaces

in Natural Language Processing

James Horsley

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1451865

5,894 views
1 citation

Original Research

Published on 19 Mar 2025

SciLinker: a large-scale text mining framework for mapping associations among biological entities

in Natural Language Processing

Dongyu Liu
Cora Ames
Shameer Khader
Franck Rapaport

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1528562

3,264 views
1 citation

Methods

Published on 11 Feb 2025

One size fits all: Enhanced zero-shot text classification for patient listening on social media

in Natural Language Processing

Veton Matoshi
Maria Carmela De Vuono
Roberto Gaspari
Mark Kröll
Michael Jantscher
Sara Lucia Nicolardi
Giuseppe Mazzola
Manuela Rauch
Vedran Sabol
Eileen Salhofer

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1397470

4,035 views

Original Research

Published on 06 Feb 2025

From Llama to language: prompt-engineering allows general-purpose artificial intelligence to rate narratives like expert psychologists

in Natural Language Processing

Barry Dauphin
Caleb Siefert

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1398885

9,413 views
7 citations

Original Research

Published on 06 Feb 2025

Targeted generative data augmentation for automatic metastases detection from free-text radiology reports

in Natural Language Processing

Maede Ashofteh Barabadi
Xiaodan Zhu
Wai Yip Chan
Amber L. Simpson
Richard K. G. Do

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1513674

3,246 views
5 citations

Review

Published on 13 Jan 2025

The sociolinguistic foundations of language modeling

in Natural Language Processing

Jack Grieve
Sara Bartl
Matteo Fuoli
Jason Grafmiller
Weihang Huang
Alejandro Jawerbaum
Akira Murakami
Marcus Perlman
Dana Roemling
Bodo Winter

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1472411

20,589 views
26 citations

Original Research

Published on 07 Jan 2025

Grammar-constrained decoding for structured information extraction with fine-tuned generative models applied to clinical trial abstracts

in Natural Language Processing

David M. Schmidt
Philipp Cimiano

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1406857

5,090 views
1 citation

Original Research

Published on 19 Dec 2024

Dense Paraphrasing for multimodal dialogue interpretation

in Natural Language Processing

Jingxuan Tu
Kyeongmin Rim
Bingyang Ye
Kenneth Lai
James Pustejovsky

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1479905

3,384 views
5 citations

128 articles

articles

Ethical implications of ChatGPT and other large language models in academia

A comparative study of Arabic syntactic analyzers

CoViNAR: a context-aware social media dataset for pandemic severity level prediction and analysis

Tokenization efficiency of current foundational large language models for the Ukrainian language

Grouped semantic-feature relation extraction from texts to represent medicinal-plant property knowledge on social media

Evaluation of large language model-driven AutoML in data and model management from human-centered perspective

Divide and summarize: improve SLM text summarization

From digital traces to public vaccination behaviors: leveraging large language models for big data classification

Artificial intelligence in healthcare text processing: a review applied to named entity recognition

Constructing and evaluating ArabicStanceX: a social media dataset for Arabic stance detection

Small pre-trained model for background understanding in multi-round question answering

ExDoRA: enhancing the transferability of large language models for depression detection using free-text explanations

Co-Learning: code learning for multi-agent reinforcement collaborative framework with conversational natural language interfaces

Can chatbots teach us how to behave? Examining assumptions about user interactions with AI assistants and their social implications

Exploring ChatGPT's potential for augmenting post-editing in machine translation across multiple domains: challenges and opportunities

Enhancing pre-trained language model by answering natural questions for event extraction

Mind the semantic gap: semantic efficiency in human computer interfaces

SciLinker: a large-scale text mining framework for mapping associations among biological entities

One size fits all: Enhanced zero-shot text classification for patient listening on social media

From Llama to language: prompt-engineering allows general-purpose artificial intelligence to rate narratives like expert psychologists

Targeted generative data augmentation for automatic metastases detection from free-text radiology reports

The sociolinguistic foundations of language modeling

Grammar-constrained decoding for structured information extraction with fine-tuned generative models applied to clinical trial abstracts

Dense Paraphrasing for multimodal dialogue interpretation