Deep Learning applied to NLP

Convolutional Neural Network (CNNs) are typically associated with Computer Vision. CNNs are responsible for major breakthroughs in Image Classification and are the core of most Computer Vision systems today. More recently CNNs have been applied to problems in Natural Language Processing and gotten some interesting results. In this paper, we will try to explain the basics of CNNs, its different variations and how they have been applied to NLP.

cs.CL Computer Science Linguistics

View graph Source

Paper

Similar papers

Deep Learning and Convolutional Neural Networks (CNNs)V. V. Virginia, U.M. Mbanaso, E.S. Chaku et al.2025 · Zenodo (CERN European Organization for Nuclear Research) In Library

A Study of The Convolutional Neural Networks ApplicationsAhmed S. Shamsaldin, Polla Fattah, Tarik Rashid et al.2019 · 27 citations In Library

Natural Language Processing using Convolutional Neural NetworkKonda Sai Varshitha, Chinni Guna Kumari, Muppala Hasvitha et al.2023 In Library

Comprehensive Image Classification and Object Detection Using Convolutional Neural NetworksArchana Kumari2025 In Library

Application of CNN in computer visionJiamiao Yan2024 · Applied and Computational Engineering In Library

State of the Art Convolutional Neural NetworksSingh Shreshtha, Sharma Arun2023 · International Journal of Performability Engineering · 7 citations In Library

Image Classification Based On CNN: A SurveyAhmed A. Elngar, Artificial Intelligenc, Mohamed Arafa et al.2021 · Journal of cybersecurity and information management · 137 citations In Library

Deep Convolutional Neural Networks: A survey of the foundations, selected improvements, and some current applicationsLars Ankile, Morgan Feet Heggland, Kjartan Krange2020 · arXiv (Cornell University) · 55 citations In Library

Convolutional Neural Network and its Applications in Artificial Intelligencenegm eldin shawky2021 · Journal of ACS Advances in Computer Science In Library

Theoretical Understanding of Convolutional Neural Network: Concepts, Architectures, Applications, Future DirectionsMohammad Mustafa Taye2023 · Computation · 603 citations In Library

Source of record

arXiv

44B

Welcome.

This panel sticks with you. Pick anything below and it opens right beside it, so you can dig through 60,000-plus records without ever losing your spot here.

Travel 44B

LibraryPapers, policy, standards, statute LabsEvery organization building AI ModelsIntelligence, price, and speed BenchmarksThe evaluation catalog IncidentsAI failures and harms SearchOne field across everything DashboardThe state of AI accountability in NY 44B RegistryThe Art. 44-B compliance portal