Darshini Mahendran

According to our database, Darshini Mahendran authored at least 12 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

BioBERT-based Deep Learning and Merged ChemProt-DrugProt for Enhanced Biomedical Relation Extraction.

Bridget T. McInnes, Jiawei Tang, Darshini Mahendran, Mai H. Nguyen

CoRR, 2024

2022

Graph Convolutional Networks for Chemical Relation Extraction.

Darshini Mahendran, Christina Tang, Bridget T. McInnes

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

NLPatVCU: CLEF 2022 ChEMU Shared Task System Description.

Darshini Mahendran, Christina Tang, Bridget T. McInnes

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Extended Overview of ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents.

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

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

Identifying Chemical Reactions and Their Associated Attributes in Patents.

Darshini Mahendran, Gabrielle Gurdin, Nastassja Lewinski, Christina Tang, Bridget T. McInnes

Frontiers Res. Metrics Anal., 2021

Extracting Adverse Drug Events from Clinical Notes.

Darshini Mahendran, Bridget T. McInnes

CoRR, 2021

Review: Privacy-Preservation in the Context of Natural Language Processing.

Darshini Mahendran, Changqing Luo, Bridget T. McInnes

IEEE Access, 2021

2020

NLP@VCU: Identifying Adverse Effects in English Tweets for Unbalanced Data.

Darshini Mahendran, Cora Lewis, Bridget T. McInnes

Proceedings of the Fifth Social Media Mining for Health Applications Workshop & Shared Task, 2020

NLPatVCU CLEF 2020 ChEMU Shared Task System Description.

Darshini Mahendran, Gabrielle Gurdin, Nastassja Lewinski, Christina Tang, Bridget T. McInnes

Proceedings of the Working Notes of CLEF 2020, 2020

An Extended Overview of the CLEF 2020 ChEMU Lab: Information Extraction of Chemical Reactions from Patents.

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

Proceedings of the Working Notes of CLEF 2020, 2020

2018

TAC SRIE 2018: Extracting Systematic Review Information with MedaCy.

Andriy Mulyar, Darshini Mahendran, Luke Maffey, Amy L. Olex, Grant Matteo, Neha Dill, Nastassja Lewinski, Bridget T. McInnes

Proceedings of the 2018 Text Analysis Conference, 2018

SciREL at SemEval-2018 Task 7: A System for Semantic Relation Extraction and Classification.

Darshini Mahendran, Chathurika Brahmana, Bridget T. McInnes

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018