no code implementations • Findings (EMNLP) 2021 • Stalin Varanasi, Saadullah Amin, Guenter Neumann
There has been a significant progress in the field of Extractive Question Answering (EQA) in the recent years.
1 code implementation • ICML 2020 • Saadullah Amin, Stalin Varanasi, Katherine Ann Dunfield, Günter Neumann
Bilinear models, while expressive, are prone to overfitting and lead to quadratic growth of parameters in number of relations.
no code implementations • WS 2020 • Stalin Varanasi, Saadullah Amin, Guenter Neumann
Contextualized word embeddings provide better initialization for neural networks that deal with various natural language understanding (NLU) tasks including Question Answering (QA) and more recently, Question Generation(QG).
no code implementations • SEMEVAL 2019 • Dominik Stammbach, Stalin Varanasi, Guenter Neumann
Our hand-in for subtask A consists of a fine-tuned classifier from this BERT checkpoint.