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CSECU-DSG at SemEval-2023 Task 4: Fine-tuning DeBERTa Transformer Model with Cross-fold Training and Multi-sample Dropout for Human Values Identification
Human values identification from a set of argument is becoming a prominent area of research in argument mining. Among some options, …
Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy
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Exploiting stacked embeddings with LSTM for multilingual humor and irony detection
Humor and irony are types of communication that evoke laughter or contain hidden sarcasm. The opportunity to diversely express people’s …
Radiathun Tasnia, Nabila Ayman, Afrin Sultana, Abu Nowshed Chy
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Enhancing the DeBERTa Transformers Model for Classifying Sentences from Biomedical Abstracts
Evidence-based medicine (EBM) is defined as making clinical decisions about individual patients based on the best available evidence. …
Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy
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CSECU-DSG@ Causal News Corpus 2022: Fusion of RoBERTa Transformers Variants for Causal Event Classification
Identifying cause-effect relationships in sentences is one of the formidable tasks to tackle the challenges of inference and …
Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy
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CSECU-DSG@SMM4H’22: Transformer based Unified Approach for Classification of Changes in Medication Treatments in Tweets and WebMD Reviews
Medications play a vital role in medical treatment as medication non-adherence reduces clinical benefit, results in morbidity, and …
Afrin Sultana, Nihad Karim Chowdhury, Abu Nowshed Chy
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CSECU-DSG at SemEval-2022 Task 11: Identifying the Multilingual Complex Named Entity in Text Using Stacked Embeddings and Transformer based Approach
Recognizing complex and ambiguous named entities (NEs) is one of the formidable tasks in the NLP domain. However, the diversity of …
Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy
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CSECU-DSG at SemEval-2022 Task 3: Investigating the Taxonomic Relationship Between Two Arguments using Fusion of Multilingual Transformer Models
Recognizing lexical relationships between words is one of the formidable tasks in computational linguistics. It plays a vital role in …
Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy
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CSECU-DSG at SemEval-2021 Task 5: Leveraging Ensemble of Sequence Tagging Models for Toxic Spans Detection
The upsurge of prolific blogging and microblogging platforms enabled the abusers to spread negativity and threats greater than ever. …
Tashin Hossain, Jannatun Naim, Fareen Tasneem, Radiathun Tasnia, Abu Nowshed Chy
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CSECU-DSG at SemEval-2021 Task 6: Orchestrating Multimodal Neural Architectures for Identifying Persuasion Techniques in Texts and Images
Inscribing persuasion techniques in memes is the most impactful way to influence peoples’ mindsets. People are more inclined to memes …
Tashin Hossain, Jannatun Naim, Fareen Tasneem, Radiathun Tasnia, Abu Nowshed Chy
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CSECU-DSG at SemEval-2021 Task 7: Detecting and Rating Humor and Offense Employing Transformers
With the emerging trends of using online platforms, peoples are increasingly interested in express their opinion through humorous …
Afrin Sultana, Nabila Ayman, Abu Nowshed Chy
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