1 code implementation • WS 2019 • Michael Chen, Mike D{'}Arcy, Alisa Liu, Fern, Jared ez, Doug Downey
To produce a more difficult dataset, we introduce a novel procedure for question acquisition in which workers author questions designed to target weaknesses of state-of-the-art neural question answering systems.
no code implementations • ACL 2018 • Fern, Jared ez, Doug Downey
We propose an unsupervised importance sampling approach to selecting training data for recurrent neural network (RNNs) language models.
no code implementations • EMNLP 2017 • Fern, Jared ez, Zhaocheng Yu, Doug Downey
Many Natural Language Processing (NLP) models rely on distributed vector representations of words.