Darshini Mahendran

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Dependency Trees

Natural Language Processing

Chemical Reaction

Relation Extraction

Top Venues

CLEF (Working Notes)

Frontiers Res. Metrics Anal.

Publications

Bridget T. McInnes, Jiawei Tang, Darshini Mahendran, Mai H. Nguyen
BioBERT-based Deep Learning and Merged ChemProt-DrugProt for Enhanced Biomedical Relation Extraction. CoRR (2024)
Darshini Mahendran, Christina Tang, Bridget T. McInnes
NLPatVCU: CLEF 2022 ChEMU Shared Task System Description. CLEF (Working Notes) (2022)
Yuan Li, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Kojiro Machi, Masaharu Yoshioka, Youngrok Jang, Hosung Song, Junho Lee, Gyeonghun Kim, Yireun Kim, Stanley Jungkyu Choi, Honglak Lee, Kyunghoon Bae, Darshini Mahendran, Christina Tang, Bridget T. McInnes, Timothy Baldwin, Karin Verspoor
Extended Overview of ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents. CLEF (Working Notes) (2022)
Darshini Mahendran, Christina Tang, Bridget T. McInnes
Graph Convolutional Networks for Chemical Relation Extraction. WWW (Companion Volume) (2022)
Darshini Mahendran, Gabrielle Gurdin, Nastassja Lewinski, Christina Tang, Bridget T. McInnes
Identifying Chemical Reactions and Their Associated Attributes in Patents. Frontiers Res. Metrics Anal. 6 (2021)
Darshini Mahendran, Changqing Luo, Bridget T. McInnes
Review: Privacy-Preservation in the Context of Natural Language Processing. IEEE Access 9 (2021)
Darshini Mahendran, Bridget T. McInnes
Extracting Adverse Drug Events from Clinical Notes. CoRR (2021)
Darshini Mahendran, Gabrielle Gurdin, Nastassja Lewinski, Christina Tang, Bridget T. McInnes
NLPatVCU CLEF 2020 ChEMU Shared Task System Description. CLEF (Working Notes) (2020)
Jiayuan He, Dat Quoc Nguyen, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, Ameer Albahem, Jingqi Wang, Yuankai Ren, Zhi Zhang, Yaoyun Zhang, Mai Hoang Dao, Pedro Ruas, Andre Lamurias, Francisco M. Couto, Jenny Copara, Nona Naderi, Julien Knafou, Patrick Ruch, Douglas Teodoro, Daniel M. Lowe, John Mayfield, Abdullatif Köksal, Hilal Dönmez, Elif Özkirimli, Arzucan Özgür, Darshini Mahendran, Gabrielle Gurdin, Nastassja Lewinski, Christina Tang, Bridget T. McInnes, C. S. Malarkodi, Pattabhi Rk Rao, Sobha Lalitha Devi, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor
An Extended Overview of the CLEF 2020 ChEMU Lab: Information Extraction of Chemical Reactions from Patents. CLEF (Working Notes) (2020)
Darshini Mahendran, Cora Lewis, Bridget T. McInnes
NLP@VCU: Identifying Adverse Effects in English Tweets for Unbalanced Data. SMM4H@COLING (2020)
Darshini Mahendran, Chathurika Brahmana, Bridget T. McInnes
SciREL at SemEval-2018 Task 7: A System for Semantic Relation Extraction and Classification. SemEval@NAACL-HLT (2018)
Andriy Mulyar, Darshini Mahendran, Luke Maffey, Amy L. Olex, Grant Matteo, Neha Dill, Nastassja Lewinski, Bridget T. McInnes
TAC SRIE 2018: Extracting Systematic Review Information with MedaCy. TAC (2018)