Textual Toxicity in Social Media: Understanding the Bangla Toxic Language Expressed in Facebook Comment

no code implementations • 9 Dec 2023 • Mohammad Mamun Or Rashid

In this study, a Bangla toxic language dataset has been analyzed which was inputted by the user in Bengali script & language.

BanLemma: A Word Formation Dependent Rule and Dictionary Based Bangla Lemmatizer

1 code implementation • 6 Nov 2023 • Sadia Afrin, Md. Shahad Mahmud Chowdhury, Md. Ekramul Islam, Faisal Ahamed Khan, Labib Imam Chowdhury, MD. Motahar Mahtab, Nazifa Nuha Chowdhury, Massud Forkan, Neelima Kundu, Hakim Arif, Mohammad Mamun Or Rashid, Mohammad Ruhul Amin, Nabeel Mohammed

Lemmatization holds significance in both natural language processing (NLP) and linguistics, as it effectively decreases data density and aids in comprehending contextual meaning.

Lemmatization Sentence

SentiGOLD: A Large Bangla Gold Standard Multi-Domain Sentiment Analysis Dataset and its Evaluation

no code implementations • 9 Jun 2023 • Md. Ekramul Islam, Labib Chowdhury, Faisal Ahamed Khan, Shazzad Hossain, Sourave Hossain, Mohammad Mamun Or Rashid, Nabeel Mohammed, Mohammad Ruhul Amin

This study introduces SentiGOLD, a Bangla multi-domain sentiment analysis dataset.

Sentiment Analysis

Abugida Normalizer and Parser for Unicode texts

1 code implementation • 11 May 2023 • Nazmuddoha Ansary, Quazi Adibur Rahman Adib, Tahsin Reasat, Sazia Mehnaz, Asif Shahriyar Sushmit, Ahmed Imtiaz Humayun, Mohammad Mamun Or Rashid, Farig Sadeque

This paper proposes two libraries to address common and uncommon issues with Unicode-based writing schemes for Indic languages.

Language Modelling

BenCoref: A Multi-Domain Dataset of Nominal Phrases and Pronominal Reference Annotations

1 code implementation • 7 Apr 2023 • Shadman Rohan, Mojammel Hossain, Mohammad Mamun Or Rashid, Nabeel Mohammed

While widely studied for English and other resource-rich languages, research on coreference resolution in Bengali largely remains unexplored due to the absence of relevant datasets.

coreference-resolution