Explanipedia

Bangla Sign Language Translation: Dataset Creation Challenges, Benchmarking and Prospects Open

Rubaiyeat, Husne Ara, Mahmud Hasan, Hasan, Md. Kamrul · 2025

Bangla Sign Language Translation (BdSLT) has been severely constrained so far as the language itself is very low resource. Standard sentence level dataset creation for BdSLT is of immense importance for developing AI based assistive tools …

Bangladesh Labor Act, 2006 Bangla Dataset For NLP Open

Rahman, Kazi Md Naimur, Ahamed, Md Azaz, Haque, Aminul · 2025

This dataset consists of a collection of question-and-answer pairs based on the Bangladesh Labor Act, 2006, designed for Bangla Natural Language Processing (NLP) tasks. It serves as a resource for training and evaluating machine learning m…

BanglaASTE: A Novel Framework for Aspect-Sentiment-Opinion Extraction in Bangla E-commerce Reviews Using Ensemble Deep Learning Open

Islam Ariful, Hossen, Md Rifat, Ahmed Abir, Haque, B M Taslimul · 2025

Aspect-Based Sentiment Analysis (ABSA) has emerged as a critical tool for extracting fine-grained sentiment insights from user-generated content, particularly in e-commerce and social media domains. However, research on Bangla ABSA remains…

BanglaMM-Disaster: A Multimodal Transformer-Based Deep Learning Framework for Multiclass Disaster Classification in Bangla Open

Islam Ariful, Hossen, Md Rifat, Arif, Md. Mahmudul, Noman Abdullah Al, Rahman Md. Arifur · 2025

Natural disasters remain a major challenge for Bangladesh, so real-time monitoring and quick response systems are essential. In this study, we present BanglaMM-Disaster, an end-to-end deep learning-based multimodal framework for disaster c…

BengaliFig: A Low-Resource Challenge for Figurative and Culturally Grounded Reasoning in Bengali Open

Sefat, Abdullah Al · 2025

Large language models excel on broad multilingual benchmarks but remain to be evaluated extensively in figurative and culturally grounded reasoning, especially in low-resource contexts. We present BengaliFig, a compact yet richly annotated…

BengaliFig: A Low-Resource Challenge for Figurative and Culturally Grounded Reasoning in Bengali Open

Sefat, Abdullah Al · 2025

Large language models excel on broad multilingual benchmarks but remain to be evaluated extensively in figurative and culturally grounded reasoning, especially in low-resource contexts. We present BengaliFig, a compact yet richly annotated…

A Task-Oriented Evaluation Framework for Text Normalization in Modern NLP Pipelines Open

Kafi, Md Abdullah Al, Moni, Raka, Banshal, Sumit Kumar · 2025

Text normalization is an essential preprocessing step in many natural language processing (NLP) tasks, and stemming is one such normalization technique that reduces words to their base or root form. However, evaluating stemming methods is …

Pre-registered confirmatory test of the ψ-GIE Universal Law of Structural Evolution across biological, linguistic, cultural, and artificial systems Open

Esposito Giovanni · 2025

This preregistration is frozen. No hypotheses, metrics, datasets, thresholds, or analysis steps will be modified after publication of this record. 1. Hypotheses (Locked) H1 Decrystallization regime (systems under increased subsidy) Primary…

"When Data is Scarce, Prompt Smarter"... Approaches to Grammatical Error Correction in Low-Resource Settings Open

De Somsubhra, Kumar Harsh, A. Arun Prakash · 2025

Grammatical error correction (GEC) is an important task in Natural Language Processing that aims to automatically detect and correct grammatical mistakes in text. While recent advances in transformer-based models and large annotated datase…

Adaptation and Validation of the Bullying and Cyberbullying Scale for Adolescents in Bangla Open

Humayra Shahjahan, Ahsan Aziz Sarkar, Shelina Fatema Binte Shahid, Nahid Mahjabin Morshed · 2025

Introduction Adolescent bullying is a pressing global public health and educational issue, including in Bangladesh. The lack of valid, reliable assessment tools in clinical and school settings impedes the identification of victims and indi…

A computer graphics-based model to generate dynamic 3D animations for corresponding Bangla sign language gestures using HamNoSys to SiGML conversion Open

Ahsanul Karim, Muhammad Aminur Rahaman, Md Ariful Islam, Anichur Rahman, Tanoy Debnath , et al. · 2025

A Task-Oriented Evaluation Framework for Text Normalization in Modern NLP Pipelines Open

Kafi, Md Abdullah Al, Moni, Raka, Banshal, Sumit Kumar · 2025

Text normalization is an essential preprocessing step in many natural language processing (NLP) tasks, and stemming is one such normalization technique that reduces words to their base or root form. However, evaluating stemming methods is …

Pre-registered confirmatory test of the ψ-GIE Universal Law of Structural Evolution across biological, linguistic, cultural, and artificial systems Open

Esposito Giovanni · 2025

This preregistration is frozen. No hypotheses, metrics, datasets, thresholds, or analysis steps will be modified after publication of this record. 1. Hypotheses (Locked) H1 Decrystallization regime (systems under increased subsidy) Primary…

A speech dataset of three ethnic languages of Bangladesh: Chakma, Marma and Garo. Open

Anik, Saifullah, Ahammed, Md. Shakib, Pranta, Gourab Kumar · 2025

This dataset provides a curated collection of speech recordings from three ethnic languages of Bangladesh: Chakma, Marma, and Garo. It contains a total of 2321 WAV audio recordings, each ranging from 1 to 7 seconds in duration. All recordi…

Pre-registered confirmatory test of the ψ-GIE Universal Law of Structural Evolution across biological, linguistic, cultural, and artificial systems Open

Esposito Giovanni · 2025

This preregistration is frozen. No hypotheses, metrics, datasets, thresholds, or analysis steps will be modified after publication of this record. 1. Hypotheses (Locked) H1 Decrystallization regime (systems under increased subsidy) Primary…

MultiBanAbs: A Comprehensive Multi-Domain Bangla Abstractive Text Summarization Dataset Open

Ferdous, Md. Tanzim, Chowdhury, Naeem Ahsan, Bhattacharjee, Prithwiraj · 2025

This study developed a new Bangla abstractive summarization dataset to generate concise summaries of Bangla articles from diverse sources. Most existing studies in this field have concentrated on news articles, where journalists usually fo…

Bangla Sign Language Word Dataset Image based Sign Recognition Open

Rahman Md. Mijanur, Nadim-ul-Haque, Md, Subrin Riza, Fariha, Tabassum Kabir, Raisa · 2025

This data set was developed to facilitate the study of automatic identification of the Bangali Sign Language (BdSL) in response to the lack of publicly accessible materials for the Bangladeshi Deaf and hard-of-hearing community. It is a co…