Frontiers in Artificial Intelligence | Natural Language Processing

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

596 views

Original Research

Accepted on 27 May 2025

A Hybrid Approach for Multi-Class Multi-Label Emotion Recognition in Persian: Stacking Pre-trained LLMs with Small Transformer Models

in Natural Language Processing

Toktam Khatibi
Elham Farahani

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1556557

650 views

Original Research

Accepted on 26 May 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

711 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

799 views

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

1,203 views

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

1,166 views

Review

Accepted on 12 May 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

5,117 views

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

1,838 views

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

924 views

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

2,038 views

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

996 views

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

1,281 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

2,978 views

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

1,212 views

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

5,370 views
4 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

1,514 views