14 citations · 25 across the 9 of their papers we have counts for
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cs.LG2018
Dynamic Transfer Learning for Named Entity Recognition
Parminder Bhatia, Kristjan Arumae, Busra Celikkaya
State-of-the-art named entity recognition (NER) systems have been improving continuously using neural architectures over the past several years. However, many tasks including NER r…
cs.CL2018★ 6 cited
Reinforced Extractive Summarization with Question-Focused Rewards
Kristjan Arumae, Fei Liu
We investigate a new training paradigm for extractive summarization. Traditionally, human abstracts are used to derive goldstandard labels for extraction units. However, the labels…
cs.CL2018★ 3 cited
A Study of Question Effectiveness Using Reddit "Ask Me Anything" Threads
Kristjan Arumae, Guo-Jun Qi, Fei Liu
Asking effective questions is a powerful social skill. In this paper we seek to build computational models that learn to discriminate effective questions from ineffective ones. Arm…