Sudipta Singha Roy

Orcid: 0000-0003-2640-6300

Affiliations:
  • University of Western Ontario, London, ON, Canada


According to our database1, Sudipta Singha Roy authored at least 11 papers between 2020 and 2024.

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Bibliography

2024
Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Investigating a Semantic Similarity Loss Function for the Parallel Training of Abstractive and Extractive Scientific Document Summarizers.
Proceedings of the Deep Learning Theory and Applications, 2024

Enhancing Scientific Document Summarization with Research Community Perspective and Background Knowledge.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
Identifying Protein-Protein Interaction using Tree-Transformers and Heterogeneous Graph Neural Network.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

Extracting Drug-Drug and Protein-Protein Interactions from Text using a Continuous Update of Tree-Transformers.
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

Personality Trait Detection using an Hierarchy of Tree-transformers and Graph Attention Network.
Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023

2022
Building a Synthetic Biomedical Research Article Citation Linkage Corpus.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Protein-Protein Interaction Extraction using Attention-based Tree-Structured Neural Network Models.
Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

BioCite: A Deep Learning-based Citation Linkage Framework for Biomedical Research Articles.
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

2021
Interpretable Representation Learning for Personality Detection.
Proceedings of the 2021 International Conference on Data Mining, 2021

2020
Investigating Citation Linkage as a Sentence Similarity Measurement Task Using Deep Learning.
Proceedings of the Advances in Artificial Intelligence, 2020


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