Aparna Elangovan

发表

Document Triage and Relation Extraction for Protein-Protein Interactions affected by Mutations

Karin M. Verspoor, Melissa J. Davis, Qingyu Chen, 2017 .

Network analysis of an in vitro model of androgen-resistance in prostate cancer

Melissa J. Davis, E. Crampin, Aparna Elangovan, 2015, BMC Cancer.

DREAM Community. Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial

Stephen R. Piccolo, Suleiman A. Khan, Luke N. Kumar, 2016 .

Overview of the BioCreative VI Precision Medicine Track: mining protein interactions and mutations for precision medicine

Qingyu Chen, Zhiyong Lu, Karin M. Verspoor, 2019, Database J. Biol. Databases Curation.

BioCreative VI Precision Medicine Track system performance is constrained by entity recognition and variations in corpus characteristics

Qingyu Chen, Karin M. Verspoor, Nagesh C. Panyam, 2018, Database J. Biol. Databases Curation.

Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation pdf

Karin Verspoor, Jiayuan He, Aparna Elangovan, 2021, EACL.

Assigning function to protein-protein interactions: a weakly supervised BioBERT based approach using PubMed abstracts pdf

Karin Verspoor, Aparna Elangovan, Melissa Davis, 2020, ArXiv.

Large-scale protein-protein post-translational modification extraction with distant supervision and confidence calibrated BioBERT pdf

Karin M. Verspoor, Karin Verspoor, Aparna Elangovan, 2021, BMC Bioinform..

Principles from Clinical Research for NLP Model Generalization

K. Verspoor, Yuan Li, Aparna Elangovan, 2023, ArXiv.

ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models

Aparna Elangovan, S. Bodapati, Ling Liu, 2024, ArXiv.

Effects of Human Adversarial and Affable Samples on BERT Generalization

K. Verspoor, Yuan Li, Aparna Elangovan, 2023, 2310.08008.