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Sudipta Singha Roy
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 9
Top Topics
Deep Learning
Biological Processes
High Throughput
Protein Interaction
Top Venues
BioNLP@ACL
FLAIRS
Canadian Conference on AI
LREC/COLING
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Publications
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Sudipta Singha Roy
,
Robert E. Mercer
Enhancing Scientific Document Summarization with Research Community Perspective and Background Knowledge.
LREC/COLING
(2024)
Sudipta Singha Roy
,
Robert E. Mercer
Extracting Drug-Drug and Protein-Protein Interactions from Text using a Continuous Update of Tree-Transformers.
BioNLP@ACL
(2023)
Sudipta Singha Roy
,
Robert E. Mercer
,
Souvik Kundu
Personality Trait Detection using an Hierarchy of Tree-transformers and Graph Attention Network.
Canadian AI
(2023)
Sudipta Singha Roy
,
Robert E. Mercer
Identifying Protein-Protein Interaction using Tree-Transformers and Heterogeneous Graph Neural Network.
FLAIRS
(2023)
Sudipta Singha Roy
,
Robert E. Mercer
Protein-Protein Interaction Extraction using Attention-based Tree-Structured Neural Network Models.
FLAIRS
(2022)
Sudipta Singha Roy
,
Robert E. Mercer
BioCite: A Deep Learning-based Citation Linkage Framework for Biomedical Research Articles.
BioNLP@ACL
(2022)
Sudipta Singha Roy
,
Robert E. Mercer
Building a Synthetic Biomedical Research Article Citation Linkage Corpus.
LREC
(2022)
Amirmohammad Kazemeini
,
Sudipta Singha Roy
,
Robert E. Mercer
,
Erik Cambria
Interpretable Representation Learning for Personality Detection.
ICDM (Workshops)
(2021)
Sudipta Singha Roy
,
Robert E. Mercer
,
Felipe Urra
Investigating Citation Linkage as a Sentence Similarity Measurement Task Using Deep Learning.
Canadian Conference on AI
(2020)