Frontiers in Artificial Intelligence | Natural Language Processing

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

7,783 views
4 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

2,587 views
3 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

16,952 views
17 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

3,521 views

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

2,590 views
5 citations

Original Research

Published on 19 Nov 2024

Investigating generative AI models and detection techniques: impacts of tokenization and dataset size on identification of AI-generated text

in Natural Language Processing

Haowei Hua
Co-Jiayu Yao

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1469197

9,159 views
6 citations

Original Research

Published on 15 Nov 2024

Sequence labeling via reinforcement learning with aggregate labels

in Natural Language Processing

Marcel Geromel
Philipp Cimiano

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1463164

1,901 views

Methods

Published on 25 Sep 2024

Efficient incremental training using a novel NMT-SMT hybrid framework for translation of low-resource languages

in Natural Language Processing

Kumar Bhuvaneswari
Murugesan Varalakshmi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1381290

2,164 views
6 citations

Original Research

Published on 29 Aug 2024

Whale-optimized LSTM networks for enhanced automatic text summarization

in Natural Language Processing

Bharathi Mohan Gurusamy
Prasanna Kumar Rangarajan
Ali Altalbe

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1399168

2,384 views
4 citations

Editorial

Published on 16 Aug 2024

Editorial: Explainable AI in Natural Language Processing

in Natural Language Processing

Somnath Banerjee
David Tomás

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1472086

3,896 views
1 citation

Original Research

Published on 08 Aug 2024

Enhancing educational Q&A systems using a Chaotic Fuzzy Logic-Augmented large language model

in Natural Language Processing

Haoyuan Chen
Nuobei Shi
Ling Chen
Raymond Lee

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1404940

3,478 views
4 citations

Review

Published on 23 Jul 2024

From outputs to insights: a survey of rationalization approaches for explainable text classification

in Natural Language Processing

Erick Mendez Guzman
Viktor Schlegel
Riza Batista-Navarro

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1363531

2,909 views
2 citations

Methods

Published on 10 Jul 2024

SATS: simplification aware text summarization of scientific documents

in Natural Language Processing

Farooq Zaman
Faisal Kamiran
Matthew Shardlow
Saeed-Ul Hassan
Asim Karim
Naif Radi Aljohani

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1375419

3,692 views
2 citations

Methods

Published on 02 Jul 2024

ArabBert-LSTM: improving Arabic sentiment analysis based on transformer model and Long Short-Term Memory

in Natural Language Processing

Wael Alosaimi
Hager Saleh
Ali A. Hamzah
Nora El-Rashidy
Abdullah Alharb
Ahmed Elaraby
Sherif Mostafa

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1408845

8,316 views
12 citations

Review

Published on 30 May 2024

Hate speech detection with ADHAR: a multi-dialectal hate speech corpus in Arabic

in Natural Language Processing

Anis Charfi
Mabrouka Besghaier
Raghda Akasheh
Andria Atalla
Wajdi Zaghouani

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1391472

5,995 views
6 citations

Review

Published on 24 May 2024

Human-annotated rationales and explainable text classification: a survey

in Natural Language Processing

Elize Herrewijnen
Dong Nguyen
Floris Bex
Kees van Deemter

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1260952

4,350 views
2 citations

Original Research

Published on 23 May 2024

Unsupervised literature mining approaches for extracting relationships pertaining to habitats and reproductive conditions of plant species

in Natural Language Processing

Roselyn Gabud
Portia Lapitan
Vladimir Mariano
Eduardo Mendoza
Nelson Pampolina
Maria Art Antonette Clariño
Riza Batista-Navarro

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1371411

2,383 views

Brief Research Report

Published on 29 Apr 2024

Streamlining event extraction with a simplified annotation framework

in Natural Language Processing

Chanatip Saetia
Areeya Thonglong
Thanpitcha Amornchaiteera
Tawunrat Chalothorn
Supawat Taerungruang
Pakpoom Buabthong

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1361483

3,107 views
1 citation

Methods

Published on 06 Mar 2024

ProTect: a hybrid deep learning model for proactive detection of cyberbullying on social media

in Natural Language Processing

T. Nitya Harshitha
M. Prabu
E. Suganya
S. Sountharrajan
Durga Prasad Bavirisetti
Navya Gadde
Lakshmi Sahithi Uppu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1269366

6,558 views
16 citations

Original Research

Published on 07 Feb 2024

The perils and promises of fact-checking with large language models

in Natural Language Processing

Dorian Quelle
Alexandre Bovet

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1341697

27,347 views
42 citations

Original Research

Published on 24 Jan 2024

Research on the structure function recognition of PLOS

in Natural Language Processing

Jiangfeng Liu
Zhixiao Zhao
Na Wu
Xiyu Wang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1254671

1,939 views
5 citations

Specialty Grand Challenge

Published on 12 Jan 2024

Natural language processing in the era of large language models

in Natural Language Processing

Arkaitz Zubiaga

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.1350306

18,551 views
55 citations

Original Research

Published on 05 Jan 2024

Sentiment interpretability analysis on Chinese texts employing multi-task and knowledge base

in Natural Language Processing

Xinyue Quan
Xiang Xie
Yang Liu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.1104064

2,599 views
2 citations

Systematic Review

Published on 05 Jan 2024

The scholarly footprint of ChatGPT: a bibliometric analysis of the early outbreak phase

in Natural Language Processing

Faiza Farhat
Emmanuel Sirimal Silva
Hossein Hassani
Dag Øivind Madsen
Shahab Saquib Sohail
Yassine Himeur
M. Afshar Alam
Aasim Zafar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.1270749

9,699 views
40 citations

109 articles

articles

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

Investigating generative AI models and detection techniques: impacts of tokenization and dataset size on identification of AI-generated text

Sequence labeling via reinforcement learning with aggregate labels

Efficient incremental training using a novel NMT-SMT hybrid framework for translation of low-resource languages

Whale-optimized LSTM networks for enhanced automatic text summarization

Editorial: Explainable AI in Natural Language Processing

Enhancing educational Q&A systems using a Chaotic Fuzzy Logic-Augmented large language model

From outputs to insights: a survey of rationalization approaches for explainable text classification

SATS: simplification aware text summarization of scientific documents

ArabBert-LSTM: improving Arabic sentiment analysis based on transformer model and Long Short-Term Memory

Hate speech detection with ADHAR: a multi-dialectal hate speech corpus in Arabic

Human-annotated rationales and explainable text classification: a survey

Unsupervised literature mining approaches for extracting relationships pertaining to habitats and reproductive conditions of plant species

Streamlining event extraction with a simplified annotation framework

ProTect: a hybrid deep learning model for proactive detection of cyberbullying on social media

The perils and promises of fact-checking with large language models

Research on the structure function recognition of PLOS

Natural language processing in the era of large language models

Sentiment interpretability analysis on Chinese texts employing multi-task and knowledge base

The scholarly footprint of ChatGPT: a bibliometric analysis of the early outbreak phase