{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T11:02:36Z","timestamp":1775041356887,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":62,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,4,19]],"date-time":"2023-04-19T00:00:00Z","timestamp":1681862400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,4,19]]},"DOI":"10.1145\/3544548.3581569","type":"proceedings-article","created":{"date-parts":[[2023,4,20]],"date-time":"2023-04-20T04:26:08Z","timestamp":1681964768000},"page":"1-21","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Designing and Evaluating Interfaces that Highlight News Coverage Diversity Using Discord Questions"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9685-3961","authenticated-orcid":false,"given":"Philippe","family":"Laban","sequence":"first","affiliation":[{"name":"Salesforce Research, United States"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5598-5324","authenticated-orcid":false,"given":"Chien-Sheng","family":"Wu","sequence":"additional","affiliation":[{"name":"Salesforce AI, United States"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6885-2507","authenticated-orcid":false,"given":"Lidiya","family":"Murakhovs'Ka","sequence":"additional","affiliation":[{"name":"Salesforce Research, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8527-1744","authenticated-orcid":false,"given":"Xiang 'Anthony'","family":"Chen","sequence":"additional","affiliation":[{"name":"HCI Research, UCLA, United States"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0349-8628","authenticated-orcid":false,"given":"Caiming","family":"Xiong","sequence":"additional","affiliation":[{"name":"Salesforce Research, Salesforce, United States"}]}],"member":"320","published-online":{"date-parts":[[2023,4,19]]},"reference":[{"key":"e_1_3_3_3_1_1","doi-asserted-by":"publisher","DOI":"10.1257\/jep.31.2.211"},{"key":"e_1_3_3_3_2_1","unstructured":"AllSides. 2021. How AllSides rates media bias: Out methods. (2021)."},{"key":"e_1_3_3_3_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3278721.3278761"},{"key":"e_1_3_3_3_4_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-demos.40"},{"key":"e_1_3_3_3_5_1","volume-title":"Measuring News Consumption in a Digital Era. Pew Research (8","author":"Barthel Michael","year":"2020","unstructured":"Michael Barthel, Amy Mitchell, Dorene Asare-Marfo, Courtney Kennedy, and Kirsten Worden. 2020. Measuring News Consumption in a Digital Era. Pew Research (8 December 2020)."},{"key":"e_1_3_3_3_6_1","doi-asserted-by":"publisher","DOI":"10.1093\/pan\/mpr057"},{"key":"e_1_3_3_3_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpubeco.2008.01.006"},{"key":"e_1_3_3_3_8_1","volume-title":"Thematic analysis","author":"Braun Virginia","unstructured":"Virginia Braun and Victoria Clarke. 2012. Thematic analysis.American Psychological Association."},{"key":"e_1_3_3_3_9_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.528"},{"key":"e_1_3_3_3_10_1","volume-title":"Sins of omission: Shaping the news at CBC TV","author":"Cooper Barry","unstructured":"Barry Cooper. 1994. Sins of omission: Shaping the news at CBC TV. University of Toronto Press Toronto."},{"key":"e_1_3_3_3_11_1","volume-title":"Understanding the sources behind Google News. Google Search Central Blog (1","author":"Developers Google","year":"2021","unstructured":"Google Developers. 2021. Understanding the sources behind Google News. Google Search Central Blog (1 June 2021)."},{"key":"e_1_3_3_3_12_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611970319"},{"key":"e_1_3_3_3_13_1","unstructured":"Jonas Ehrhardt Timo Spinde Ali Vardasbi and Felix Hamborg. 2021. Omission of information: Identifying political slant via an analysis of co-occurring entities. (2021)."},{"key":"e_1_3_3_3_14_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1102"},{"key":"e_1_3_3_3_15_1","volume-title":"Google News: the secret sauce. The Guardian (Feb","author":"Filloux Felix","year":"2013","unstructured":"Felix Filloux. 2013. Google News: the secret sauce. The Guardian (Feb 2013)."},{"key":"e_1_3_3_3_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/988672.988738"},{"key":"e_1_3_3_3_17_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-1065"},{"key":"e_1_3_3_3_18_1","unstructured":"Ilya Gusev and Alexey Tikhonov. 2021. HeadlineCause: A Dataset of News Headlines for Detecting Causalities. arXiv preprint arXiv:2108.12626(2021)."},{"key":"e_1_3_3_3_19_1","volume-title":"Matrix-Based News Aggregation: Exploring Different News Perspectives. 2017 ACM\/IEEE Joint Conference on Digital Libraries (JCDL)","author":"Hamborg Felix","year":"2017","unstructured":"Felix Hamborg, Norman Meuschke, and Bela Gipp. 2017. Matrix-Based News Aggregation: Exploring Different News Perspectives. 2017 ACM\/IEEE Joint Conference on Digital Libraries (JCDL) (2017), 1\u201310."},{"key":"e_1_3_3_3_20_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00799-018-0239-9"},{"key":"e_1_3_3_3_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3383583.3398561"},{"key":"e_1_3_3_3_22_1","volume-title":"Benefits of Diverse News Recommendations for Democracy: A User Study. Digital Journalism","author":"Heitz Lucien","year":"2022","unstructured":"Lucien Heitz, Juliane\u00a0A Lischka, Alena Birrer, Bibek Paudel, Suzanne Tolmeijer, Laura Laugwitz, and Abraham Bernstein. 2022. Benefits of Diverse News Recommendations for Democracy: A User Study. Digital Journalism (2022), 1\u201321."},{"key":"e_1_3_3_3_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517717"},{"key":"e_1_3_3_3_24_1","volume-title":"International Conference on Machine Learning. PMLR, 4411\u20134421","author":"Hu Junjie","year":"2020","unstructured":"Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, and Melvin Johnson. 2020. Xtreme: A massively multilingual multi-task benchmark for evaluating cross-lingual generalisation. In International Conference on Machine Learning. PMLR, 4411\u20134421."},{"key":"e_1_3_3_3_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/1719970.1719982"},{"key":"e_1_3_3_3_26_1","unstructured":"Panagiotis\u00a0G. Ipeirotis. 2010. Demographics of Mechanical Turk. Labor: Supply & Demand eJournal(2010)."},{"key":"e_1_3_3_3_27_1","unstructured":"Wei-Jen Ko Te-Yuan Chen Yiyan Huang Greg Durrett and Junyi\u00a0Jessy Li. 2020. Inquisitive question generation for high level text comprehension. arXiv preprint arXiv:2010.01657(2020)."},{"key":"e_1_3_3_3_28_1","doi-asserted-by":"publisher","DOI":"10.1111\/jcom.12063"},{"key":"e_1_3_3_3_29_1","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00023"},{"key":"e_1_3_3_3_30_1","volume-title":"Bush\u2019s war: Media bias and justifications for war in a terrorist age","author":"Kuypers A","unstructured":"Jim\u00a0A Kuypers. 2006. Bush\u2019s war: Media bias and justifications for war in a terrorist age. Rowman & Littlefield Publishers."},{"key":"e_1_3_3_3_31_1","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00276"},{"key":"e_1_3_3_3_32_1","doi-asserted-by":"crossref","unstructured":"Philippe Laban Lucas Bandarkar and Marti\u00a0A Hearst. 2021. News headline grouping as a challenging nlu task. arXiv preprint arXiv:2105.05391(2021).","DOI":"10.18653\/v1\/2021.naacl-main.255"},{"key":"e_1_3_3_3_33_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-demos.43"},{"key":"e_1_3_3_3_34_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W17-2701"},{"key":"e_1_3_3_3_35_1","volume-title":"Discord Questions: A Computational Approach To Diversity Analysis in News Coverage. arXiv preprint arXiv:2211.05007(2022).","author":"Laban Philippe","year":"2022","unstructured":"Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs\u2019\u00a0ka, Xiang\u2019Anthony\u2019 Chen, and Caiming Xiong. 2022. Discord Questions: A Computational Approach To Diversity Analysis in News Coverage. arXiv preprint arXiv:2211.05007(2022)."},{"key":"e_1_3_3_3_36_1","volume-title":"NewsPod: Automatic and Interactive News Podcasts. 27th International Conference on Intelligent User Interfaces","author":"Laban Philippe","year":"2022","unstructured":"Philippe Laban, Elicia Ye, Srujay Korlakunta, John\u00a0F. Canny, and Marti\u00a0A. Hearst. 2022. NewsPod: Automatic and Interactive News Podcasts. 27th International Conference on Intelligent User Interfaces (2022)."},{"key":"e_1_3_3_3_37_1","doi-asserted-by":"publisher","DOI":"10.1080\/14241277.2014.997383"},{"key":"e_1_3_3_3_38_1","unstructured":"Nayeon Lee Yejin Bang Andrea Madotto and Pascale Fung. 2021. Mitigating Media Bias through Neutral Article Generation. arXiv preprint arXiv:2104.00336(2021)."},{"key":"e_1_3_3_3_39_1","unstructured":"Nayeon Lee Yejin Bang Tiezheng Yu Andrea Madotto and Pascale Fung. 2022. NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias. ArXiv abs\/2204.04902(2022)."},{"key":"e_1_3_3_3_40_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.703"},{"key":"e_1_3_3_3_41_1","volume-title":"Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing. 184\u2013196","author":"Liao Q\u00a0Vera","year":"2014","unstructured":"Q\u00a0Vera Liao and Wai-Tat Fu. 2014. Can you hear me now? Mitigating the echo chamber effect by source position indicators. In Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing. 184\u2013196."},{"key":"e_1_3_3_3_42_1","volume-title":"Roberta: A robustly optimized bert pretraining approach. arXiv preprint arXiv:1907.11692(2019).","author":"Liu Yinhan","year":"2019","unstructured":"Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019. Roberta: A robustly optimized bert pretraining approach. arXiv preprint arXiv:1907.11692(2019)."},{"key":"e_1_3_3_3_43_1","doi-asserted-by":"publisher","DOI":"10.5117\/CCR2020.1.003.LOEC"},{"key":"e_1_3_3_3_44_1","doi-asserted-by":"publisher","DOI":"10.1080\/13216597.2020.1797849"},{"key":"e_1_3_3_3_45_1","volume-title":"Cultural chaos: journalism and power in a globalised world","author":"McNair Brian","unstructured":"Brian McNair. 2006. Cultural chaos: journalism and power in a globalised world. Routledge."},{"key":"e_1_3_3_3_46_1","volume-title":"Long-Form Reading Shows Signs of Life in Our Mobile News World. Pew Research (5","author":"Mitchell Amy","year":"2016","unstructured":"Amy Mitchell, Galen Stocking, and Matsa\u00a0Katerina Eva. 2016. Long-Form Reading Shows Signs of Life in Our Mobile News World. Pew Research (5 May 2016)."},{"key":"e_1_3_3_3_47_1","volume-title":"Proceedings of The International AAAI Conference on Web and Social Media, Vol.\u00a07. 419\u2013428","author":"Munson Sean","year":"2013","unstructured":"Sean Munson, Stephanie Lee, and Paul Resnick. 2013. Encouraging reading of diverse political viewpoints with a browser widget. In Proceedings of The International AAAI Conference on Web and Social Media, Vol.\u00a07. 419\u2013428."},{"key":"e_1_3_3_3_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753543"},{"key":"e_1_3_3_3_49_1","volume-title":"MixQG: Neural Question Generation with Mixed Answer Types. Findings of the North American Chapter of the Association for Computational Linguistics: NAACL 2022(2022)","author":"Murakhovs\u2019ka Lidiya","year":"2022","unstructured":"Lidiya Murakhovs\u2019ka, Chien-Sheng Wu, Philippe Laban, Tong Niu, Wenhao Liu, and Caiming Xiong. 2022. MixQG: Neural Question Generation with Mixed Answer Types. Findings of the North American Chapter of the Association for Computational Linguistics: NAACL 2022(2022)."},{"key":"e_1_3_3_3_51_1","doi-asserted-by":"publisher","DOI":"10.1145\/1518701.1518772"},{"key":"e_1_3_3_3_52_1","volume-title":"Workshop on Social Recommender Systems.","author":"Park Souneil","year":"2011","unstructured":"Souneil Park, Minsam Ko, Jungwoo Kim, Ho-Jin Choi, and Junehwa Song. 2011. NewsCube 2.0: an exploratory design of a social news website for media bias mitigation. In Workshop on Social Recommender Systems."},{"key":"e_1_3_3_3_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300247"},{"key":"e_1_3_3_3_54_1","volume-title":"News and its communicative quality: The inverted pyramid\u2014when and why did it appear?Journalism Studies 4, 4","author":"P\u00f6ttker Horst","year":"2003","unstructured":"Horst P\u00f6ttker. 2003. News and its communicative quality: The inverted pyramid\u2014when and why did it appear?Journalism Studies 4, 4 (2003), 501\u2013511."},{"key":"e_1_3_3_3_55_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-2124"},{"key":"e_1_3_3_3_56_1","volume-title":"2014. How Americans get their news","author":"Rosenstiel Tom","year":"2014","unstructured":"Tom Rosenstiel, Jeff Sonderman, Kevin Loker, Millie Tran, Trevor Tompson, Jennifer Benz, Nicole Wilcoxon, Rebecca Reimer, Emily Alvarez, Dan Malato, and et al.2014. How Americans get their news. American Press Institute (Mar 2014). https:\/\/www.americanpressinstitute.org\/publications\/reports\/survey-research\/how-americans-get-news\/"},{"key":"e_1_3_3_3_57_1","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835884"},{"key":"e_1_3_3_3_58_1","doi-asserted-by":"publisher","DOI":"10.1145\/3383583.3398619"},{"key":"e_1_3_3_3_59_1","unstructured":"Oyvind Tafjord and Peter Clark. 2021. General-purpose question-answering with macaw. arXiv preprint arXiv:2109.02593(2021)."},{"key":"e_1_3_3_3_60_1","volume-title":"Proceedings of the Sixth Conference on Machine Translation. 205\u2013215","author":"Tran Chau","year":"2021","unstructured":"Chau Tran, Shruti Bhosale, James Cross, Philipp Koehn, Sergey Edunov, and Angela Fan. 2021. Facebook AI\u2019s WMT21 News Translation Task Submission. In Proceedings of the Sixth Conference on Machine Translation. 205\u2013215."},{"key":"e_1_3_3_3_61_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W17-2623"},{"key":"e_1_3_3_3_62_1","doi-asserted-by":"publisher","DOI":"10.1177\/1748048512465546"},{"key":"e_1_3_3_3_63_1","doi-asserted-by":"publisher","DOI":"10.1177\/0894439313506838"}],"event":{"name":"CHI '23: CHI Conference on Human Factors in Computing Systems","location":"Hamburg Germany","acronym":"CHI '23","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3544548.3581569","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3544548.3581569","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:46:56Z","timestamp":1750178816000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3544548.3581569"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4,19]]},"references-count":62,"alternative-id":["10.1145\/3544548.3581569","10.1145\/3544548"],"URL":"https:\/\/doi.org\/10.1145\/3544548.3581569","relation":{},"subject":[],"published":{"date-parts":[[2023,4,19]]},"assertion":[{"value":"2023-04-19","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}