Anubhav Jain

Quantifying the advantage of domain-specific pre-training on named entity recognition tasks in materials science

2022 · Patterns

A bottleneck in efficiently connecting new materials discoveries to established literature has arisen due to an increase in publications. This problem may be addressed by using named entity recognition (NER) to extract structured summary-level data …

Dictionary Attacks on Speaker Verification

2022 · arXiv (Cornell University)

In this paper, we propose dictionary attacks against speaker verification - a novel attack vector that aims to match a large fraction of speaker population by chance. We introduce a generic formulation of the attack …