Punctuation Restoration using Transformer Models for High-and Low-Resource Languages

1 code implementation • EMNLP (WNUT) 2020 • Tanvirul Alam, Akib Khan, Firoj Alam

In this work, we explore different transformer based models and propose an augmentation strategy for this task, focusing on high-resource (English) and low-resource (Bangla) languages.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

Incongruity Detection between Bangla News Headline and Body Content through Graph Neural Network

no code implementations • 26 Oct 2022 • Md Aminul Haque Palash, Akib Khan, Kawsarul Islam, MD Abdullah Al Nasim, Ryan Mohammad Bin Shahjahan

Incongruity between news headlines and the body content is a common method of deception used to attract readers.

incongruity detection Stance Detection

A Review of Bangla Natural Language Processing Tasks and the Utility of Transformer Models

2 code implementations • 8 Jul 2021 • Firoj Alam, Arid Hasan, Tanvirul Alam, Akib Khan, Janntatul Tajrin, Naira Khan, Shammur Absar Chowdhury

In this study, we first provide a review of Bangla NLP tasks, resources, and tools available to the research community; we benchmark datasets collected from various platforms for nine NLP tasks using current state-of-the-art algorithms (i. e., transformer-based models).

Bangla Text Classification using Transformers

1 code implementation • 9 Nov 2020 • Tanvirul Alam, Akib Khan, Firoj Alam

Text classification has been one of the earliest problems in NLP.

Authorship Attribution General Classification +3