SciREL at SemEval-2018 Task 7: A System for Semantic Relation Extraction and Classification. - Darshini Mahendran; Chathurika Brahmana; Bridget T. McInnes (SemEval@NAACL-HLT, 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 (TAC, 2018)

An Extended Overview of the CLEF 2020 ChEMU Lab: Information Extraction of Chemical Reactions from Patents. - Jiayuan He 002; Dat Quoc Nguyen; Saber A. Akhondi; Christian Druckenbrodt; Camilo Thorne; Ralph Hoessel; Zubair Afzal; Zenan Zhai; Biaoyan Fang; Hiyori Yoshikawa; Ameer Albahem; Jingqi Wang; et al. (CLEF (Working Notes), 2020)

NLPatVCU CLEF 2020 ChEMU Shared Task System Description. - Darshini Mahendran; Gabrielle Gurdin; Nastassja Lewinski; Christina Tang; Bridget T. McInnes (CLEF (Working Notes), 2020)

NLP@VCU: Identifying Adverse Effects in English Tweets for Unbalanced Data. - Darshini Mahendran; Cora Lewis; Bridget T. McInnes (SMM4H@COLING, 2020)

Review: Privacy-Preservation in the Context of Natural Language Processing. - Darshini Mahendran; Changqing Luo; Bridget T. McInnes (IEEE Access, 2021)

Extracting Adverse Drug Events from Clinical Notes. - Darshini Mahendran; Bridget T. McInnes (CoRR, 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)

Extended Overview of ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents. - Yuan Li 012; Biaoyan Fang; Jiayuan He 002; Hiyori Yoshikawa; Saber A. Akhondi; Christian Druckenbrodt; Camilo Thorne; Zubair Afzal; Zenan Zhai; Kojiro Machi; Masaharu Yoshioka; Youngrok Jang; et al. (CLEF (Working Notes), 2022)

NLPatVCU: CLEF 2022 ChEMU Shared Task System Description. - Darshini Mahendran; Christina Tang; Bridget T. McInnes (CLEF (Working Notes), 2022)

Graph Convolutional Networks for Chemical Relation Extraction. - Darshini Mahendran; Christina Tang; Bridget T. McInnes (WWW (Companion Volume), 2022)

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)