14 citations · 14 across the 2 of their papers we have counts for
3 papers
cs.LG2021
NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion
Shashank Sonkar, Arzoo Katiyar, Richard G. Baraniuk
Knowledge graphs link entities through relations to provide a structured representation of real world facts. However, they are often incomplete, because they are based on only a sm…
cs.CL2020★ 14 cited
Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning
Yi Yang, Arzoo Katiyar
We present a simple few-shot named entity recognition (NER) system based on nearest neighbor learning and structured inference. Our system uses a supervised NER model trained on th…
cs.CL2020
Revisiting Few-sample BERT Fine-tuning
Tianyi Zhang, Felix Wu, Arzoo Katiyar +2
This paper is a study of fine-tuning of BERT contextual representations, with focus on commonly observed instabilities in few-sample scenarios. We identify several factors that cau…