Authorship Attribution in Bangla Literature (AABL) via Transfer Learning using ULMFiT

no code implementations • 8 Mar 2024 • Aisha Khatun, Anisur Rahman, Md Saiful Islam, Hemayet Ahmed Chowdhury, Ayesha Tasnim

Moreover, we introduce the publicly available Bangla Authorship Attribution Dataset of 16 authors (BAAD16) containing 17, 966 sample texts and 13. 4+ million words to solve the standard dataset scarcity problem and release six variations of pre-trained language models for use in any Bangla NLP downstream task.

Authorship Attribution Sentence +1

BAN-ABSA: An Aspect-Based Sentiment Analysis dataset for Bengali and it's baseline evaluation

no code implementations • 1 Dec 2020 • Mahfuz Ahmed Masum, Sheikh Junayed Ahmed, Ayesha Tasnim, Md Saiful Islam

Due to the breathtaking growth of social media or newspaper user comments, online product reviews comments, sentiment analysis (SA) has captured substantial interest from the researchers.

Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +3

A Subword Level Language Model for Bangla Language

no code implementations • 15 Nov 2019 • Aisha Khatun, Anisur Rahman, Hemayet Ahmed Chowdhury, Md. Saiful Islam, Ayesha Tasnim

Language models are at the core of natural language processing.

Language Modelling text-classification +2