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On (Commercial) Benefits of Automatic Text Summarization Systems in the News Domain: A Case of Media Monitoring and Media Response Analysis

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arxiv 1701.00728 v1 pith:HYLF37MQ submitted 2017-01-03 cs.CL

classification cs.CL
keywords mediaanalysisautomaticbenefitscasecommercialmonitoringresponse
verification ladder T0 review T1 audit T2 compute T3 formal
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In this work, we present the results of a systematic study to investigate the (commercial) benefits of automatic text summarization systems in a real world scenario. More specifically, we define a use case in the context of media monitoring and media response analysis and claim that even using a simple query-based extractive approach can dramatically save the processing time of the employees without significantly reducing the quality of their work.

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Cited by 1 Pith paper

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  1. Understanding and Supporting Formal Email Exchange by Answering AI-Generated Questions

    cs.HC 2025-02 conditional novelty 6.0 of 10

    A question-answer interface for AI email drafting improves reply efficiency and reduces workload versus prompt-based drafting, at the cost of user agency.

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