Multimodal generative AI, multilingual and low-resources NLP, AI for social good, opinion mining, biomedical and health informatics, NLP and computer vision

1. Abdul Aziz, Nihad Karim Chowdhury, Muhammad Ashad Kabir, Abu Nowshed Chy, and Md. Jawad Siddique, MMTF-DES A Fusion of Multimodal Transformer Models for Desire, Emotion, and Sentiment Analysis of Social Media Data, Elsevier Neurocomputing Journal
2. Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy, Md Zia Ullah, and Masaki Aono, Leveraging Contextual Representations with BiLSTM-based Regressor for Lexical Complexity Prediction, Elsevier Natural Language Processing Journal

1. Nabila Ayman, Md. Akram Hossain, Abdul Aziz, Rokan Uddin Faroqui, and Abu Nowshed Chy, BengaliLCP A Dataset for Lexical Complexity Prediction in the Bengali Texts, LREC-COLING 2024, Torino, Italia
2. Abdul Aziz, Md. Akram Hossain, and Abu Nowshed Chy, CSECU-DSG at CheckThat! 2023 Transformer-based Fusion Approach for Multimodal and Multigenre Check-Worthiness, CLEF 2023,
Thessaloniki, Greece.
3. Abdul Aziz, Md. Akram Hossain, and Abu Nowshed Chy, CSECU-DSG@ Multimodal Hate Speech Event Detection 2023 Transformer-based Multimodal Hierarchical Fusion Model For Multimodal Hate
Speech Detection, CASE@RANLP 2023, Varna, Bulgaria.
4. Md. Akram Hossain, Abdul Aziz, and Abu Nowshed Chy, CSECU-DSG @ Causal News Corpus 2023 Leveraging RoBERTa and DeBERTa Transformer Model with Contrastive Learning for Causal
Event Classification, CASE@RANLP 2023, Varna, Bulgaria.
5. Abdul Aziz, Md. Akram Hossain, and Abu Nowshed Chy, CSECU-DSG at SemEval-2023 Task 4 Fine-tuning DeBERTa Transformer Model with Cross-fold Training and Multi-sample Dropout for
Human Values Identification, SemEval@ACL 2023, Toronto, Canada.
6. Abdul Aziz, Md. Akram Hossain, and Abu Nowshed Chy, CSECU-DSG @ Causal News Corpus 2022 Fusion of RoBERTa Transformers Variants for Causal Event Classification, CASE@EMNLP
2022, Abu Dhabi, United Arab Emirates.
7. Abdul Aziz, Md. Akram Hossain, and Abu Nowshed Chy, Enhancing the DeBERTa Transformers Model for Classifying Sentences from Biomedical Abstracts, ALTA 2022, Adelaide, Australia.
8. Abdul Aziz, Md. Akram Hossain, and Abu Nowshed Chy, CSECU-DSG at SemEval-2022 Task 3 Investigating the Taxonomic Relationship Between Two Arguments using Fusion of Multilingual
Transformer Models, SemEval@NAACL 2022, Washington, USA.
9. Abdul Aziz, Md. Akram Hossain, and Abu Nowshed Chy, CSECU-DSG at SemEval-2022 Task
10 Identifying the Multilingual Complex Named Entity in Text Using Stacked Embeddings and Transformer based Approach, SemEval@NAACL 2022, Washington, USA.
11. Abdul Aziz, Md. Akram Hossain, and Abu Nowshed Chy, CSECU-DSG at SemEval-2021 Task 1 Fusion of Transformer Models for Lexical Complexity Prediction, SemEval@ACL-IJCNLP 2021, Bangkok, Thailand.
12. Abdul Aziz, Md. Akram Hossain, and Abu Nowshed Chy, Feature Fusion with Hand-crafted and Transfer Learning Embeddings for Cause-Effect Relation Extraction, CEREX@FIRE 2020, Hyderabad, India

1. 1st Place (Winning Team) in CheckThat!@CLEF-2023 Subtask 1A Arabic
Task Check-Worthiness in Multimodal and Multigenre Content
Paper Title CSECU-DSG at CheckThat! 2023 Transformer-based Fusion Approach for Multimodal and
Multigenre Check-Worthiness

2. 1st Place (Winning Team) in CASE@EMNLP-2022 Subtask 1
Task Event Causality Identification
Paper Title CSECU-DSG@Causal News Corpus 2022 Fusion of RoBERTa Transformers Variants for
Causal Event Classification

3. 1st Place (Winning Team) in CEREX@FIRE2020 Task A
Task Automatic Cause-effect Relation Extraction from Text
Paper Title Feature Fusion with Hand-crafted and Transfer Learning Embeddings for Cause-Effect Relation Extraction

4. 2nd Place in ALTA-2022 Shared Task
Task Biomedical Abstracts Classification for Evidence-Based Medicine
Paper Title Enhancing the DeBERTa Transformers Model for Classifying Sentences from Biomedical Abstracts

5. 4th Place in PreTENS-SemEval@NAACL-2022 Subtask 1
Task Presupposed Taxonomies Evaluating Neural Network Semantics (PreTENS)
Paper Title CSECU-DSG at SemEval-2022 Task 3 Investigating the Taxonomic Relationship Between Arguments using Fusion of Multilingual Transformer Models

6. 4th Place in CASE@RANLP-2023 Subtask 1
Task Event Causality Identification
Paper Title CSECU-DSG @ Causal News Corpus 2023 Leveraging RoBERTa and DeBERTa Transformer Model with Contrastive Learning for Causal Event Classification