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

385 views

Original Research

Accepted on 18 Nov 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

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

240 views

Original Research

Accepted on 06 Nov 2024

A new optimized hybrid machine learning approach for enhancing sentiment analysis on social media

in Natural Language Processing

Zarindokht Helforoush
Thu Thu Hlaing

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1481870

177 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

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

498 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

581 views

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

846 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

760 views

Original Research

Accepted on 29 Jul 2024

Development of Morphological Analyzer for Somali Language via Deep Learning Approach

in Natural Language Processing

Tahir Ibrahim Gedi
Tessfu Geteye Fantaye

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1413020

218 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

843 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

921 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

2,646 views

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

1,381 views

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

1,415 views

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

978 views

Navigation group

Articles

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

Dense Paraphrasing for Multimodal Dialogue Interpretation

Sequence labeling via reinforcement learning with aggregate labels

A new optimized hybrid machine learning approach for enhancing sentiment analysis on social media

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

Development of Morphological Analyzer for Somali Language via Deep Learning Approach

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