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Aparna Elangovan
Aparna Elangovan
Amazon AGI, University of Melbourne
Verified email at amazon.com
Title
Cited by
Cited by
Year
Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open …
J Guinney, T Wang, TD Laajala, KK Winner, JC Bare, EC Neto, SA Khan, ...
The Lancet Oncology 18 (1), 132-142, 2017
1682017
Memorization vs. Generalization: Quantifying Data Leakage in NLP Performance Evaluation
A Elangovan, J He, K Verspoor
European Chapter of the Association for Computational Linguistics: Main Volume, 2021
902021
Overview of the BioCreative VI Precision Medicine Track: mining protein interactions and mutations for precision medicine
R Islamaj Doğan, S Kim, A Chatr-Aryamontri, CH Wei, DC Comeau, ...
Database 2019, bay147, 2019
552019
Document triage and relation extraction for protein-protein interactions affected by mutations
Q Chen, NC Panyam, A Elangovan, M Davis, K Verspoor
Proceedings of the BioCreative VI Workshop 6, 52-1, 2017
232017
Assigning function to protein-protein interactions: a weakly supervised BioBERT based approach using PubMed abstracts
A Elangovan, M Davis, K Verspoor
arXiv preprint arXiv:2008.08727, 2020
102020
ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models
A Elangovan, L Liu, L Xu, S Bodapati, D Roth
Annual Meeting of the Association for Computational Linguistics (Volume 1 …, 2024
82024
Network analysis of an in vitro model of androgen-resistance in prostate cancer
S Detchokul, A Elangovan, EJ Crampin, MJ Davis, AG Frauman
BMC cancer 15, 1-14, 2015
72015
Large-Scale Protein-Protein Post-Translational Modification Extraction With Distant Supervision And Confidence Calibrated BioBERT
A Elangovan, Y Li, DEV Pires, MJ Davis, K Verspoor
BMC BioInformatics, 2021
62021
Effects of Human Adversarial and Affable Samples on BERT Generalization
A Elangovan, J He, Y Li, K Verspoor
Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
4*2023
BioCreative VI Precision Medicine Track system performance is constrained by entity recognition and variations in corpus characteristics
Q Chen, NC Panyam, A Elangovan, K Verspoor
Database 2018, bay122, 2018
42018
Optimizing i/o for gpu performance tuning of deep learning training in amazon sagemaker
A Elangovan
AWS Blogs, 2020
22020
Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization
L Xu, MA Karim, S Dingliwal, A Elangovan
Accepted at EMNLP 2024 Industry Track, 2024
2024
Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge
A Elangovan, J Ko, L Xu, M Elyasi, L Liu, S Bodapati, D Roth
arXiv preprint arXiv:2410.03775, 2024
2024
Principles from Clinical Research for NLP Model Generalization
A Elangovan, J He, Y Li, K Verspoor
Proceedings of the 2024 Conference of the North American Chapter of the …, 2024
2024
Abstract B1-40: Biological network analysis using an in vitro model of androgen-resistance in prostate cancer
S Detchokul, A Elangovan, MJ Davis, G Macintyre, EJ Crampin, ...
Cancer Research 75 (22_Supplement_2), B1-40-B1-40, 2015
2015
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