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researcher

Aparna Elangovan

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedMemorization vs. Generalization: Quantifying Data Leakage in NLP Performance Evaluation

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2022

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

Aparna Elangovan, Yuan Li, Douglas E. V. Pires +2

Protein-protein interactions (PPIs) are critical to normal cellular function and are related to many disease pathways. However, only 4% of PPIs are annotated with PTMs in biologica…

cs.CL2021★ 1 cited

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

Aparna Elangovan, Jiayuan He, Karin Verspoor

Public datasets are often used to evaluate the efficacy and generalizability of state-of-the-art methods for many tasks in natural language processing (NLP). However, the presence…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.