Frontiers in Artificial Intelligence | Natural Language Processing

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

330 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

880 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

298 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

2,464 views
2 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

615 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

675 views
1 citation

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

1,934 views

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

575 views

Original Research

Accepted on 29 Oct 2024

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

137 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

788 views

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

852 views
1 citation

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

1,435 views

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

1,315 views

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

1,218 views

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

1,472 views

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

3,784 views
1 citation

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Articles

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

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

Small Pre-trained Model for Background Understanding in Multi-round Question Answering

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