Research

Research List

This is a collection of published research papers carried out under the supervision of the advisors and teachers of the CUET Machine Learning Research group.

Showing all papers

2024

Fired_from_NLP at AraFinNLP 2024:Dual-Phase-BERT-A Fine-Tuned Transformer-Based Model for Multi-Dialect Intent Detection in The Financial Domain for The Arabic Language

Md Chowdhury, Mostak Chowdhury, Anik Shanto, Hasan Murad, Udoy Das

Association for Computational Linguistics · 26 Aug 2024

Dual Phsase BERT Multiclass Classification Intent Dectection

CUET_sstm at ArAIEval Shared Task:Unimodal (text) propagandistic technique detection using transformer-based model

Momtazul Labib, Samia Rahman, Hasan Murad, Udoy Das

Association for Computational Linguistics · 15 Aug 2024

AraBERT bert-base-arabic Sentiment Analysis

Golden_Duck at# SMM4H 2024:A Transformer-based Approach to Social Media Text Classification

Md Ayon Mia, Mahshar Yahan, Hasan Murad, Muhammad Khan

Association for Computational Linguistics · 05 Aug 2024

BERT Multiclass Classfication

Fired_from_NLP at SemEval-2024 Task 1:Towards Developing Semantic Textual Relatedness Predictor-A Transformer-based Approach

Anik Shanto, Md Sajid Alam Chowdhury, Mostak Chowdhury, Udoy Das, Hasan Murad

Association for Computational Linguistics · 10 Jun 2024

Semantic Textual Relatedness Similarity Prediction

Fired_from_NLP at CheckThat! 2024Estimating the Check-Worthiness of Tweets Using a Fine-tuned Transformer-based Approach

Md Sajid Alam Chowdhury, Anik Mahmud Shanto, Mostak Mahmud Chowdhury, Hasan Murad, Udoy Das

Conference and Labs of the Evaluation Forum · 01 May 2024

CW-BERT Binary Classification

2023

EmptyMind at BLP-2023 Task 1:A Transformer-based Hierarchical-BERT Model for Bangla Violence-Inciting Text Detection

Udoy Das, Karnis Fatema, Md Ayon Mia, Mahshar Yahan, Md Sajidul Mowla, MD Fayez Ullah, Arpita Sarker, Hasan Murad

Association for Computational Linguistics · 06 Dec 2023

Hierarchical-BERT Text detection

EmptyMind at BLP-2023 Task 2:Sentiment Analysis of Bangla Social Media Posts using Transformer-Based Models

Udoy Das, Karnis Fatema, Md Ayon Mia, Mahshar Yahan, Md Sajidul Mowla, MD Fayez Ullah, Arpita Sarker, Hasan Murad

Association for Computational Linguistics · 01 Dec 2023

BERT Sentiment Analysis