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BengaliLCP: A Dataset for Lexical Complexity Prediction in the Bengali Texts

Encountering intricate or ambiguous terms within a sentence produces distress for the reader during comprehension. Lexical Complexity …

Nabila Ayman, Md. Akram Hossain, Abdul Aziz, Rokan Uddin Faruqui, Abu Nowshed Chy

BiGCAT: An Integrated Graph Neural Network Model for Financial Named Entity Recognition

Md. Akram Hossain, Muhammad Anwarul Azim, Abu Nowshed Chy, Mohammad Khairul Islam, Md Zia Ullah, Abdul Aziz

Multimodal Complaint Detection Using Sentiment and Emotion-Aided Multitask Contrastive Learning Model

Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy, Md Zia Ullah

Sentiment and Emotion Analysis Using Transformer-based Multi-task Contrastive Learning Model on Code-mixed Tweets

Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy, Md Zia Ullah

CSECU-DSG at CheckThat! 2023: transformer-based fusion approach for multimodal and multigenre check-worthiness

Check-worthiness is identifying verifiable factual claims present or not in content. It might be beneficial to automatically verify the …

Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy

CSECU-DSG@ Causal News Corpus 2023: Leveraging RoBERTa and DeBERTa Transformer Model with Contrastive Learning for Causal Event Classification

Cause-effect relationships play a crucial role in human cognition, and distilling cause-effect relations from text helps in …

Md. Akram Hossain, Abdul Aziz, Abu Nowshed Chy

CSECU-DSG@ Multimodal Hate Speech Event Detection 2023: Transformer-based Multimodal Hierarchical Fusion Model For Multimodal Hate Speech Detection

The emergence of social media and ecommerce platforms enabled the perpetrator to spread negativity and abuse individuals or …

Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy

CSECU-DSG at SemEval-2023 Task 10: Exploiting Transformers with Stacked LSTM for the Explainable Detection of Online Sexism

Sexism is a harmful phenomenon that provokes gender inequalities and social imbalances. The expanding application of sexist content on …

Afrin Sultana, Radiathun Tasnia, Nabila Ayman, Abu Nowshed Chy

CSECU-DSG at SemEval-2023 Task 6: Segmenting Legal Documents into Rhetorical Roles via Fine-tuned Transformer Architecture

Automated processing of legal documents is essential to manage the enormous volume of legal corpus and to make it easily accessible to …

Fareen Tasneem, Tashin Hossain, Jannatun Naim, Abu Nowshed Chy

KingsmanTrio at SemEval-2023 Task 10: Analyzing the Effectiveness of Transfer Learning Models for Explainable Online Sexism Detection

Online social platforms are now propagating sexist content endangering the involvement and inclusion of women on these platforms. …

Fareen Tasneem, Tashin Hossain, Jannatun Naim