Research Paper Report

A Comparative Analysis of RNN, LSTM, and Transformer Models for Aspect-Level Sentiment Classification

Date of Submission
9th Mar 2026

General Information:

Year Of Paper Submission : 2025-26
Type of Applicant : Research Scholar
Selected Course : PhD
Department of Applicant : COMPS
Class of Applicant : Research Scholar

Applicants Details:

UCID of Applicant : 2021321005
Applicant Name : Nikhat Fatma Mumtaz Husain Shaikh
Applicant Email : nikhatshaikh10.10.80@gmail.com
Applicant Contact Number : 9821877743

Guide Details:

Department of Guide No. 1 : Information Technology
Name of First Guide : Dr. Prasenjit Bhavathankar
Department of Guide No. 2 : Computer Engineering

Paper Details:

Title of Paper : A Comparative Analysis of RNN, LSTM, and Transformer Models for Aspect-Level Sentiment Classification
Type of Paper : international
Type of Publication : international
Name of the Conference/journal/publisher : 4 th International Conference on the Paradigm Shifts in Communication, Embedded Systems, Machine Learning and Signal Processing (PCEMS 2025)
Is awarded for anything : yes
Is awarded for anything : Presented
Date Of Conference / Journal / Book : 2025-11-06
Conference_Type : spriger
Name of the Hosting Institute of the Conference : Visvesvaraya National Institute of Technology (VNIT), Nagpur
Address of Host Institute : VNIT Nagpur, Maharashtra - 440010, INDIA
Remark : Not yet Published