Frontiers in Artificial Intelligence | Natural Language Processing

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

1,783 views

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

4,184 views

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

2,214 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

2,458 views

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

1,540 views

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

5,025 views

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

2,161 views

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

1,634 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

4,537 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

1,741 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

3,827 views
2 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

2,644 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

1,775 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

8,462 views

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

2,215 views
2 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

1,511 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

2,269 views
1 citation

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

3,381 views
1 citation

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

3,355 views
1 citation

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

5,324 views
4 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

2,200 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

4,805 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

2,306 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

3,146 views

109 articles

articles

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

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