Frontiers in Artificial Intelligence | Natural Language Processing

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

11,559 views
14 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

2,448 views
1 citation

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

2,822 views
8 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

2,860 views
5 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

4,439 views
3 citations

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

4,096 views
5 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

3,809 views
4 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

4,404 views
3 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

9,747 views
20 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

7,025 views
15 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

5,419 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

2,839 views
1 citation

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

3,952 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

7,716 views
21 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

31,396 views
61 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

2,425 views
6 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

21,536 views
79 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

3,465 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

10,883 views
44 citations

Perspective

Published on 04 Jan 2024

AI and its consequences for the written word

in Natural Language Processing

Thomas Hellström

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.1326166

10,182 views
4 citations

Original Research

Published on 30 Nov 2023

Features of lexical complexity: insights from L1 and L2 speakers

in Natural Language Processing

Kai North
Marcos Zampieri

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.1236963

21,461 views
5 citations

Original Research

Published on 12 Oct 2023

Explaining pretrained language models' understanding of linguistic structures using construction grammar

in Natural Language Processing

Leonie Weissweiler
Valentin Hofmann
Abdullatif Köksal
Hinrich Schütze

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.1225791

6,206 views
5 citations

Methods

Published on 29 Sep 2023

Detecting and identifying the reasons for deleted tweets before they are posted

in Natural Language Processing

Hamdy Mubarak
Samir Abdaljalil
Azza Nassar
Firoj Alam

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.1219767

5,224 views
7 citations

Original Research

Published on 25 Sep 2023

Interpreting vision and language generative models with semantic visual priors

in Natural Language Processing

Michele Cafagna
Lina M. Rojas-Barahona
Kees van Deemter
Albert Gatt

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.1220476

5,373 views
4 citations

128 articles

articles

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

AI and its consequences for the written word

Features of lexical complexity: insights from L1 and L2 speakers

Explaining pretrained language models' understanding of linguistic structures using construction grammar

Detecting and identifying the reasons for deleted tweets before they are posted

Interpreting vision and language generative models with semantic visual priors