This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics: NAACL-2022.

This research examines the performance of Large Language Models (GPT-3.5 Turbo and Gemini 1.5 Pro) in Bengali Natural Language Inference, comparing them with state-of-the-art models using the XNLI dataset. It explores zero-shot and few-shot scenarios to evaluate their efficacy in low-resource settings.

Enhancinng Bengali Text Summarization via Ranking based Approach

This repository contains my undergraduate thesis done at Department of CSE, BUET

Automatic Punctuation Prediction Using BanglaBERT

Bengali Misogyny Identification with Deep Learning and LIME.

First Bangla Language Processing Workshop @ EMNLP 2023: Bangla Sentiment Analysis

Bengali Hate Speech Detection Using BanglaBERT and XLM-R : This repository showcases an advanced implementation for detecting Bengali hate speech using **BanglaBERT** and **XLM-R** models. It incorporates cutting-edge deep learning techniques, preprocessing methods, and tools to classify Bengali text into hate or Non_hate.