Abu Nowshed Chy

35 papers Misc 2Journal 10Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advancing cyberbullying detection in low-resource languages: a transformer- stacking framework for Bengali. Frontiers Artif. Intell. Md. Nesarul Hoque, Rudra Pratap Deb Nath, Abu Nowshed Chy, Debasish Ghose, Md. Seddiqui Hanif
2025	Misc	`conf`	BiGCAT: A Graph-Based Representation Learning Model with LLM Embeddings for Named Entity Recognition. RANLP Md. Akram Hossain, Abdul Aziz, Muhammad Anwarul Azim, Abu Nowshed Chy, Md. Zia Ullah, Mohammad Khairul Islam
2025	—	`conf`	CSECU-Learners at CheckThat! 2025: Multilingual Transformer-based Approach for Subjectivity Detection in News Articles Across Multilingual and Zero-shot Settings. CLEF (Working Notes) Monir Ahmad, Abu Nowshed Chy
2025	J	`jnl`	MMTF-DES: A fusion of multimodal transformer models for desire, emotion, and sentiment analysis of social media data. Neurocomputing Abdul Aziz, Nihad Karim Chowdhury, Muhammad Ashad Kabir, Abu Nowshed Chy, Md Jawad Siddique
2024	—	`conf`	BengaliLCP: A Dataset for Lexical Complexity Prediction in the Bengali Texts. LREC/COLING Nabila Ayman, Md. Akram Hossain, Abdul Aziz, Rokan Uddin Faruqui, Abu Nowshed Chy
2023	—	`conf`	CSECU-DSG at CheckThat!-2023: Transformer-based Fusion Approach for Multimodal and Multigenre Check-Worthiness. CLEF (Working Notes) Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy
2023	—	`conf`	CSECU-DSG at SemEval-2023 Task 10: Exploiting Transformers with Stacked LSTM for the Explainable Detection of Online Sexism. SemEval@ACL Afrin Sultana, Radiathun Tasnia, Nabila Ayman, Abu Nowshed Chy
2023	—	`conf`	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 Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy
2023	—	`conf`	CSECU-DSG at SemEval-2023 Task 6: Segmenting Legal Documents into Rhetorical Roles via Fine-tuned Transformer Architecture. SemEval@ACL Fareen Tasneem, Tashin Hossain, Jannatun Naim, Abu Nowshed Chy
2023	J	`jnl`	Exploiting stacked embeddings with LSTM for multilingual humor and irony detection. Soc. Netw. Anal. Min. Radiathun Tasnia, Nabila Ayman, Afrin Sultana, Abu Nowshed Chy, Masaki Aono
2023	J	`jnl`	Leveraging contextual representations with BiLSTM-based regressor for lexical complexity prediction. Nat. Lang. Process. J. Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy, Md. Zia Ullah, Masaki Aono
2023	J	`jnl`	MMTF-DES: A Fusion of Multimodal Transformer Models for Desire, Emotion, and Sentiment Analysis of Social Media Data. CoRR Abdul Aziz, Nihad Karim Chowdhury, Muhammad Ashad Kabir, Abu Nowshed Chy, Md Jawad Siddique
2022	—	`conf`	CSECU-DSG @ Causal News Corpus 2022: Fusion of RoBERTa Transformers Variants for Causal Event Classification. CASE@EMNLP Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy
2022	—	`conf`	CSECU-DSG at SemEval-2022 Task 11: Identifying the Multilingual Complex Named Entity in Text Using Stacked Embeddings and Transformer based Approach. SemEval@NAACL Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy
2022	—	`conf`	CSECU-DSG at SemEval-2022 Task 3: Investigating the Taxonomic Relationship Between Two Arguments using Fusion of Multilingual Transformer Models. SemEval@NAACL Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy
2022	—	`conf`	CSECU-DSG@SMM4H'22: Transformer based Unified Approach for Classification of Changes in Medication Treatments in Tweets and WebMD Reviews. SMM4H@COLING Afrin Sultana, Nihad Karim Chowdhury, Abu Nowshed Chy
2022	Misc	`conf`	Enhancing the DeBERTa Transformers Model for Classifying Sentences from Biomedical Abstracts. ALTA Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy
2022	J	`jnl`	Leveraging fusion of sequence tagging models for toxic spans detection. Neurocomputing Jannatun Naim, Tashin Hossain, Fareen Tasneem, Abu Nowshed Chy, Masaki Aono
2021	—	`conf`	CSECU-DSG at SemEval-2021 Task 1: Fusion of Transformer Models for Lexical Complexity Prediction. SemEval@ACL/IJCNLP Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy
2021	—	`conf`	CSECU-DSG at SemEval-2021 Task 5: Leveraging Ensemble of Sequence Tagging Models for Toxic Spans Detection. SemEval@ACL/IJCNLP Tashin Hossain, Jannatun Naim, Fareen Tasneem, Radiathun Tasnia, Abu Nowshed Chy
2021	—	`conf`	CSECU-DSG at SemEval-2021 Task 6: Orchestrating Multimodal Neural Architectures for Identifying Persuasion Techniques in Texts and Images. SemEval@ACL/IJCNLP Tashin Hossain, Jannatun Naim, Fareen Tasneem, Radiathun Tasnia, Abu Nowshed Chy
2021	—	`conf`	CSECU-DSG at SemEval-2021 Task 7: Detecting and Rating Humor and Offense Employing Transformers. SemEval@ACL/IJCNLP Afrin Sultana, Nabila Ayman, Abu Nowshed Chy
2021	J	`jnl`	Exploiting Transfer Learning and Hand-Crafted Features in a Unified Neural Model for Identifying Actionable Informative Tweets. J. Inf. Process. Abu Nowshed Chy, Umme Aymun Siddiqua, Masaki Aono
2020	—	`conf`	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@EMNLP Fareen Tasneem, Jannatun Naim, Radiathun Tasnia, Tashin Hossain, Abu Nowshed Chy
2020	—	`conf`	CSECU_KDE_MA at SemEval-2020 Task 8: A Neural Attention Model for Memotion Analysis. SemEval@COLING Abu Nowshed Chy, Umme Aymun Siddiqua, Masaki Aono
2020	—	`conf`	Feature Fusion with Hand-crafted and Transfer Learning Embeddings for Cause-Effect Relation Extraction. FIRE (Working Notes) Abdul Aziz, Afrin Sultana, Md. Akram Hossain, Nabila Ayman, Abu Nowshed Chy
2019	—	`conf`	KDEHatEval at SemEval-2019 Task 5: A Neural Network Model for Detecting Hate Speech in Twitter. SemEval@NAACL-HLT Umme Aymun Siddiqua, Abu Nowshed Chy, Masaki Aono
2019	J	`jnl`	Query Expansion for Microblog Retrieval Focusing on an Ensemble of Features. J. Inf. Process. Abu Nowshed Chy, Md. Zia Ullah, Masaki Aono
2019	J	`jnl`	Tweet Stance Detection Using Multi-Kernel Convolution and Attentive LSTM Variants. IEICE Trans. Inf. Syst. Umme Aymun Siddiqua, Abu Nowshed Chy, Masaki Aono
2019	—	`conf`	Tweet Stance Detection Using an Attention based Neural Ensemble Model. NAACL-HLT (1) Umme Aymun Siddiqua, Abu Nowshed Chy, Masaki Aono
2018	—	`conf`	Neural Networks and Support Vector Machine based Approach for Classifying Tweets by Information Types at TREC 2018 Incident Streams Task. TREC Abu Nowshed Chy, Umme Aymun Siddiqua, Masaki Aono
2018	—	`conf`	Stance Detection on Microblog Focusing on Syntactic Tree Representation. DMBD Umme Aymun Siddiqua, Abu Nowshed Chy, Masaki Aono
2017	J	`jnl`	Microblog Retrieval Using Ensemble of Feature Sets through Supervised Feature Selection. IEICE Trans. Inf. Syst. Abu Nowshed Chy, Md. Zia Ullah, Masaki Aono
2016	—	`conf`	KDETM at NTCIR-12 Temporalia Task: Combining a Rule-based Classifier with Weakly Supervised Learning for Temporal Intent Disambiguation. NTCIR Abu Nowshed Chy, Md. Zia Ullah, Md Shajalal, Masaki Aono
2016	—	`conf`	Query Subtopic Mining Exploiting Word Embedding for Search Result Diversification. AIRS Md. Zia Ullah, Md Shajalal, Abu Nowshed Chy, Masaki Aono