Abu Nowshed Chy

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 30

Top Topics

Transfer Learning

Supervised Feature Selection

Top Venues

SemEval@ACL/IJCNLP

IEICE Trans. Inf. Syst.

Publications

Nabila Ayman, Md. Akram Hossain, Abdul Aziz, Rokan Uddin Faruqui, Abu Nowshed Chy
BengaliLCP: A Dataset for Lexical Complexity Prediction in the Bengali Texts. LREC/COLING (2024)
Afrin Sultana, Radiathun Tasnia, Nabila Ayman, Abu Nowshed Chy
CSECU-DSG at SemEval-2023 Task 10: Exploiting Transformers with Stacked LSTM for the Explainable Detection of Online Sexism. SemEval@ACL (2023)
Abdul Aziz, Nihad Karim Chowdhury, Muhammad Ashad Kabir, Abu Nowshed Chy, Md Jawad Siddique
MMTF-DES: A Fusion of Multimodal Transformer Models for Desire, Emotion, and Sentiment Analysis of Social Media Data. CoRR (2023)
Fareen Tasneem, Tashin Hossain, Jannatun Naim, Abu Nowshed Chy
CSECU-DSG at SemEval-2023 Task 6: Segmenting Legal Documents into Rhetorical Roles via Fine-tuned Transformer Architecture. SemEval@ACL (2023)
Abdul Aziz, Md. Akram Hossain, 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)
Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy, Md. Zia Ullah, Masaki Aono
Leveraging contextual representations with BiLSTM-based regressor for lexical complexity prediction. Nat. Lang. Process. J. 5 (2023)
Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy
CSECU-DSG at CheckThat!-2023: Transformer-based Fusion Approach for Multimodal and Multigenre Check-Worthiness. CLEF (Working Notes) (2023)
Radiathun Tasnia, Nabila Ayman, Afrin Sultana, Abu Nowshed Chy, Masaki Aono
Exploiting stacked embeddings with LSTM for multilingual humor and irony detection. Soc. Netw. Anal. Min. 13 (1) (2023)
Jannatun Naim, Tashin Hossain, Fareen Tasneem, Abu Nowshed Chy, Masaki Aono
Leveraging fusion of sequence tagging models for toxic spans detection. Neurocomputing 500 (2022)
Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy
CSECU-DSG @ Causal News Corpus 2022: Fusion of RoBERTa Transformers Variants for Causal Event Classification. CASE@EMNLP (2022)
Afrin Sultana, Nihad Karim Chowdhury, Abu Nowshed Chy
CSECU-DSG@SMM4H'22: Transformer based Unified Approach for Classification of Changes in Medication Treatments in Tweets and WebMD Reviews. SMM4H@COLING (2022)
Abdul Aziz, Md. Akram Hossain, 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)
Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy
CSECU-DSG at SemEval-2022 Task 11: Identifying the Multilingual Complex Named Entity in Text Using Stacked Embeddings and Transformer based Approach. SemEval@NAACL (2022)
Afrin Sultana, Nabila Ayman, Abu Nowshed Chy
CSECU-DSG at SemEval-2021 Task 7: Detecting and Rating Humor and Offense Employing Transformers. SemEval@ACL/IJCNLP (2021)
Abu Nowshed Chy, Umme Aymun Siddiqua, Masaki Aono
Exploiting Transfer Learning and Hand-Crafted Features in a Unified Neural Model for Identifying Actionable Informative Tweets. J. Inf. Process. 29 (2021)
Tashin Hossain, Jannatun Naim, Fareen Tasneem, Radiathun Tasnia, Abu Nowshed Chy
CSECU-DSG at SemEval-2021 Task 6: Orchestrating Multimodal Neural Architectures for Identifying Persuasion Techniques in Texts and Images. SemEval@ACL/IJCNLP (2021)
Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy
CSECU-DSG at SemEval-2021 Task 1: Fusion of Transformer Models for Lexical Complexity Prediction. SemEval@ACL/IJCNLP (2021)
Tashin Hossain, Jannatun Naim, Fareen Tasneem, Radiathun Tasnia, Abu Nowshed Chy
CSECU-DSG at SemEval-2021 Task 5: Leveraging Ensemble of Sequence Tagging Models for Toxic Spans Detection. SemEval@ACL/IJCNLP (2021)
Abu Nowshed Chy, Umme Aymun Siddiqua, Masaki Aono
CSECU_KDE_MA at SemEval-2020 Task 8: A Neural Attention Model for Memotion Analysis. SemEval@COLING (2020)
Fareen Tasneem, Jannatun Naim, Radiathun Tasnia, Tashin Hossain, Abu Nowshed Chy
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 (2020)
Abdul Aziz, Afrin Sultana, Md. Akram Hossain, Nabila Ayman, Abu Nowshed Chy
Feature Fusion with Hand-crafted and Transfer Learning Embeddings for Cause-Effect Relation Extraction. FIRE (Working Notes) (2020)
Abu Nowshed Chy, Md Zia Ullah, Masaki Aono
Query Expansion for Microblog Retrieval Focusing on an Ensemble of Features. J. Inf. Process. 27 (2019)
Umme Aymun Siddiqua, Abu Nowshed Chy, Masaki Aono
Tweet Stance Detection Using Multi-Kernel Convolution and Attentive LSTM Variants. IEICE Trans. Inf. Syst. (12) (2019)
Umme Aymun Siddiqua, Abu Nowshed Chy, Masaki Aono
KDEHatEval at SemEval-2019 Task 5: A Neural Network Model for Detecting Hate Speech in Twitter. SemEval@NAACL-HLT (2019)
Umme Aymun Siddiqua, Abu Nowshed Chy, Masaki Aono
Tweet Stance Detection Using an Attention based Neural Ensemble Model. NAACL-HLT (1) (2019)
Umme Aymun Siddiqua, Abu Nowshed Chy, Masaki Aono
Stance Detection on Microblog Focusing on Syntactic Tree Representation. DMBD (2018)
Abu Nowshed Chy, Umme Aymun Siddiqua, Masaki Aono
Neural Networks and Support Vector Machine based Approach for Classifying Tweets by Information Types at TREC 2018 Incident Streams Task. TREC (2018)
Abu Nowshed Chy, Md Zia Ullah, Masaki Aono
Microblog Retrieval Using Ensemble of Feature Sets through Supervised Feature Selection. IEICE Trans. Inf. Syst. (4) (2017)
Abu Nowshed Chy, Md Zia Ullah, Md Shajalal, Masaki Aono
KDETM at NTCIR-12 Temporalia Task: Combining a Rule-based Classifier with Weakly Supervised Learning for Temporal Intent Disambiguation. NTCIR (2016)
Md Zia Ullah, Md Shajalal, Abu Nowshed Chy, Masaki Aono
Query Subtopic Mining Exploiting Word Embedding for Search Result Diversification. AIRS (2016)