Aparna Elangovan

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Manually Annotated

Average Precision

Protein Interaction

Top Venues

Database J. Biol. Databases Curation

Publications

Aparna Elangovan, Ling Liu, Lei Xu, Sravan Bodapati, Dan Roth
ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models. CoRR (2024)
Aparna Elangovan, Jiayuan He, Yuan Li, Karin Verspoor
Principles from Clinical Research for NLP Model Generalization. NAACL-HLT (2024)
Aparna Elangovan, Ling Liu, Lei Xu, Sravan Babu Bodapati, Dan Roth
ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models. ACL (1) (2024)
Aparna Elangovan, Jiayuan He, Yuan Li, Karin Verspoor
Effects of Human Adversarial and Affable Samples on BERT Generalizability. CoRR (2023)
Aparna Elangovan, Jiayuan He, Yuan Li, Karin Verspoor
Principles from Clinical Research for NLP Model Generalization. CoRR (2023)
Aparna Elangovan, Estrid He, Yuan Li, Karin Verspoor
Effects of Human Adversarial and Affable Samples on BERT Generalizability. EMNLP (Findings) (2023)
Aparna Elangovan, Yuan Li, Douglas E. V. Pires, Melissa J. Davis, Karin Verspoor
Large-scale protein-protein post-translational modification extraction with distant supervision and confidence calibrated BioBERT. BMC Bioinform. 23 (1) (2022)
Aparna Elangovan, Yuan Li, Douglas E. V. Pires, Melissa J. Davis, Karin Verspoor
Large-scale protein-protein post-translational modification extraction with distant supervision and confidence calibrated BioBERT. CoRR (2022)
Aparna Elangovan, Jiayuan He, Karin Verspoor
Memorization vs. Generalization: Quantifying Data Leakage in NLP Performance Evaluation. CoRR (2021)
Aparna Elangovan, Jiayuan He, Karin Verspoor
Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation. EACL (2021)
Aparna Elangovan, Melissa J. Davis, Karin Verspoor
Assigning function to protein-protein interactions: a weakly supervised BioBERT based approach using PubMed abstracts. CoRR (2020)
Rezarta Islamaj Dogan, Sun Kim, Andrew Chatr-aryamontri, Chih-Hsuan Wei, Donald C. Comeau, Rui Antunes, Sérgio Matos, Qingyu Chen, Aparna Elangovan, Nagesh C. Panyam, Karin Verspoor, Hongfang Liu, Yanshan Wang, Zhuang Liu, Berna Altinel, Zehra Melce Hüsünbeyi, Arzucan Özgür, Aris Fergadis, Chen-Kai Wang, Hong-Jie Dai, Tung Tran, Ramakanth Kavuluru, Ling Luo, Albert Steppi, Jinfeng Zhang, Jinchan Qu, Zhiyong Lu
Overview of the BioCreative VI Precision Medicine Track: mining protein interactions and mutations for precision medicine. Database J. Biol. Databases Curation 2019 (2019)
Qingyu Chen, Nagesh C. Panyam, Aparna Elangovan, Karin Verspoor
BioCreative VI Precision Medicine Track system performance is constrained by entity recognition and variations in corpus characteristics. Database J. Biol. Databases Curation 2018 (2018)