Frontiers in Artificial Intelligence | Natural Language Processing

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

1,819 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

1,422 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

4,602 views
4 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

1,026 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

1,314 views
4 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

1,529 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

2,595 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

2,240 views
3 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

1,884 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

2,298 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

5,538 views
4 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

3,222 views
1 citation

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

2,895 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

1,620 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

2,095 views

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

4,604 views
7 citations