40 citations · 67 across the 5 of their papers we have counts for
5 papers · 1 filter
Breaking Free Transformer Models: Task-specific Context Attribution Promises Improved Generalizability Without Fine-tuning Pre-trained LLMs
Stepan Tytarenko, Mohammad Ruhul Amin
Fine-tuning large pre-trained language models (LLMs) on particular datasets is a commonly employed strategy in Natural Language Processing (NLP) classification tasks. However, this…
BanLemma: A Word Formation Dependent Rule and Dictionary Based Bangla Lemmatizer
Sadia Afrin, Md. Shahad Mahmud Chowdhury, Md. Ekramul Islam +10
Lemmatization holds significance in both natural language processing (NLP) and linguistics, as it effectively decreases data density and aids in comprehending contextual meaning. H…
SentiGOLD: A Large Bangla Gold Standard Multi-Domain Sentiment Analysis Dataset and its Evaluation
Md. Ekramul Islam, Labib Chowdhury, Faisal Ahamed Khan +5
This study introduces SentiGOLD, a Bangla multi-domain sentiment analysis dataset. Comprising 70,000 samples, it was created from diverse sources and annotated by a gender-balanced…
HS-BAN: A Benchmark Dataset of Social Media Comments for Hate Speech Detection in Bangla
Nauros Romim, Mosahed Ahmed, Md Saiful Islam +3
In this paper, we present HS-BAN, a binary class hate speech (HS) dataset in Bangla language consisting of more than 50,000 labeled comments, including 40.17% hate and rest are non…
Sentiment Analysis on Bangla and Romanized Bangla Text (BRBT) using Deep Recurrent models
A. Hassan, M. R. Amin, N. Mohammed +1
Sentiment Analysis (SA) is an action research area in the digital age. With rapid and constant growth of online social media sites and services, and the increasing amount of textua…