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Lidiya Murakhovs’ka

3 accepted papers

2022

Discord Questions: A Computational Approach To Diversity Analysis in News Coverage

EMNLP 2022finding

There are many potential benefits to news readers accessing diverse sources. Modern news aggregators do the hard work of organizing the news, offering readers a plethora of source options, but choosing which source to read remains challenging.We propose a new framework to assist readers in identifyi…

2022

MixQG: Neural Question Generation with Mixed Answer Types

NAACL 2022findings

Asking good questions is an essential ability for both human and machine intelligence. However, existing neural question generation approaches mainly focus on short factoid type of answers. In this paper, we introduce a neural question generator, MixQG, to bridge this gap. We combine nine question a…

2022

Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation

NAACL 2022findings

Question generation (QGen) models are often evaluated with standardized NLG metrics that are based on n-gram overlap. In this paper, we measure whether these metric improvements translate to gains in a practical setting, focusing on the use case of helping teachers automate the generation of reading…