Publications

Nabila Ayman, Md. Akram Hossain, Abdul Aziz, Rokan Uddin Faruqui, Abu Nowshed Chy (2024). BengaliLCP: A Dataset for Lexical Complexity Prediction in the Bengali Texts. LREC-COLING 2024 [Accepted].

Md. Akram Hossain, Muhammad Anwarul Azim, Abu Nowshed Chy, Mohammad Khairul Islam, Md Zia Ullah, Abdul Aziz (2023). BiGCAT: An Integrated Graph Neural Network Model for Financial Named Entity Recognition. ECIR 2024 [On review].

Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy, Md Zia Ullah (2023). Multimodal Complaint Detection Using Sentiment and Emotion-Aided Multitask Contrastive Learning Model. NAACL 2024 [On review].

Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy, Md Zia Ullah (2023). Sentiment and Emotion Analysis Using Transformer-based Multi-task Contrastive Learning Model on Code-mixed Tweets. ECIR 2024 [On review].

Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy, Md Zia Ullah, Masaki Aono (2023). Leveraging contextual representations with BiLSTM-based regressor for lexical complexity prediction. Elsevier NLP 2023.

Abdul Aziz, Nihad Karim Chowdhury, Muhammad Ashad Kabir, Abu Nowshed Chy, Md. Jawad Siddique (2023). MMTF-DES: A Fusion of Multimodal Transformer Models for Desire, Emotion, and Sentiment Analysis of Social Media Data. ArXiv Preprint 2023 (Elsevier Information Fusion Journal [On review]).

Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy (2023). CSECU-DSG at CheckThat! 2023: transformer-based fusion approach for multimodal and multigenre check-worthiness. CLEF 2023 [1st place].

Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy (2023). CSECU-DSG@ Multimodal Hate Speech Event Detection 2023: Transformer-based Multimodal Hierarchical Fusion Model For Multimodal Hate Speech Detection. CASE@RANLP 2023 [5th place].

Md. Akram Hossain, Abdul Aziz, Abu Nowshed Chy (2023). CSECU-DSG@ Causal News Corpus 2023: Leveraging RoBERTa and DeBERTa Transformer Model with Contrastive Learning for Causal Event Classification. CASE@RANLP 2023 [4th place].

Fareen Tasneem, Tashin Hossain, Jannatun Naim (2023). KingsmanTrio at SemEval-2023 Task 10: Analyzing the Effectiveness of Transfer Learning Models for Explainable Online Sexism Detection. SemEval 2023.

Fareen Tasneem, Tashin Hossain, Jannatun Naim, Abu Nowshed Chy (2023). CSECU-DSG at SemEval-2023 Task 6: Segmenting Legal Documents into Rhetorical Roles via Fine-tuned Transformer Architecture. SemEval 2023.

Afrin Sultana, Radiathun Tasnia, Nabila Ayman, Abu Nowshed Chy (2023). CSECU-DSG at SemEval-2023 Task 10: Exploiting Transformers with Stacked LSTM for the Explainable Detection of Online Sexism. SemEval 2023.

Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy (2023). 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 2023.

Radiathun Tasnia, Nabila Ayman, Afrin Sultana, Abu Nowshed Chy (2023). Exploiting stacked embeddings with LSTM for multilingual humor and irony detection. Social Network Analysis and Mining 2023.

Jannatun Naim, Tashin Hossain, Fareen Tasneem, Abu Nowshed Chy (2022). Leveraging fusion of sequence tagging models for toxic spans detection. Neurocomputing-2022.

Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy (2022). Enhancing the DeBERTa Transformers Model for Classifying Sentences from Biomedical Abstracts. ALTA-2022 [2nd place].

Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy (2022). CSECU-DSG@ Causal News Corpus 2022: Fusion of RoBERTa Transformers Variants for Causal Event Classification. CASE@EMNLP 2022 [1st place].

Afrin Sultana, Nihad Karim Chowdhury, Abu Nowshed Chy (2022). CSECU-DSG@SMM4H’22: Transformer based Unified Approach for Classification of Changes in Medication Treatments in Tweets and WebMD Reviews. SMM4H 2022 [1st place].

Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy (2022). CSECU-DSG at SemEval-2022 Task 3: Investigating the Taxonomic Relationship Between Two Arguments using Fusion of Multilingual Transformer Models. SemEval 2022 [4th place].

Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy (2022). CSECU-DSG at SemEval-2022 Task 11: Identifying the Multilingual Complex Named Entity in Text Using Stacked Embeddings and Transformer based Approach. SemEval 2022.

Afrin Sultana, Nabila Ayman, Abu Nowshed Chy (2021). CSECU-DSG at SemEval-2021 Task 7: Detecting and Rating Humor and Offense Employing Transformers. SemEval 2021.

Tashin Hossain, Jannatun Naim, Fareen Tasneem, Radiathun Tasnia, Abu Nowshed Chy (2021). CSECU-DSG at SemEval-2021 Task 6: Orchestrating Multimodal Neural Architectures for Identifying Persuasion Techniques in Texts and Images. SemEval 2021.

Tashin Hossain, Jannatun Naim, Fareen Tasneem, Radiathun Tasnia, Abu Nowshed Chy (2021). CSECU-DSG at SemEval-2021 Task 5: Leveraging Ensemble of Sequence Tagging Models for Toxic Spans Detection. SemEval 2021.

Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy (2021). CSECU-DSG at SemEval-2021 Task 1: Fusion of Transformer Models for Lexical Complexity Prediction.. SemEval 2021.

Abdul Aziz, Afrin Sultana, Nabila Ayman, Md. Akram Hossain, Abu Nowshed Chy (2020). Feature Fusion with Hand-crafted and Transfer Learning Embeddings for Cause-Effect Relation Extraction. FIRE 2020 [1st place].

Fareen Tasneem, Jannatun Naim, Radiathun Tasnia, Tashin Hossain, Abu Nowshed Chy (2020). CSECU-DSG at WNUT-2020 Task 2: Exploiting Ensemble of Transfer Learning and Hand-crafted Features for Identification of Informative COVID-19 English Tweets. W-NUT 2020.