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Stalin Varanasi

2 accepted papers

2021

AutoEQA: Auto-Encoding Questions for Extractive Question Answering

EMNLP 2021finding

There has been a significant progress in the field of Extractive Question Answering (EQA) in the recent years. However, most of them are reliant on annotations of answer-spans in the corresponding passages. In this work, we address the problem of EQA when no annotations are present for the answer sp…

2020

LowFER: Low-rank Bilinear Pooling for Link Prediction

ICML 2020poster

Knowledge graphs are incomplete by nature, with only a limited number of observed facts from the world knowledge being represented as structured relations between entities. To partly address this issue, an important task in statistical relational learning is that of link prediction or knowledge grap…