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20212025
most citedThe Summary Loop: Learning to Write Abstractive Summaries Without Examples

27 citations · 161 across the 39 of their papers we have counts for

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Showing 2022Show all

6 papers · 1 filter

cs.CL2022

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

Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka +2

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…

cs.HC2022★ 3 cited

Marvista: Exploring the Design of a Human-AI Collaborative News Reading Tool

Xiang 'Anthony' Chen, Chien-Sheng Wu, Lidiya Murakhovs'ka +4

We explore the design of Marvista -- a human-AI collaborative tool that employs a suite of natural language processing models to provide end-to-end support for reading online news…

cs.CL2022★ 1 cited

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

Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka +2

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 tr…

cs.CL2022★ 5 cited

Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors

Liyan Tang, Tanya Goyal, Alexander R. Fabbri +6

The propensity of abstractive summarization models to make factual errors has been studied extensively, including design of metrics to detect factual errors and annotation of error…

cs.CL2022

Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets

Philippe Laban, Chien-Sheng Wu, Wenhao Liu +1

Precisely assessing the progress in natural language generation (NLG) tasks is challenging, and human evaluation to establish a preference in a model's output over another is often…

cs.HC2022★ 22 cited

NewsPod: Automatic and Interactive News Podcasts

Philippe Laban, Elicia Ye, Srujay Korlakunta +2

News podcasts are a popular medium to stay informed and dive deep into news topics. Today, most podcasts are handcrafted by professionals. In this work, we advance the state-of-the…