{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T17:40:04Z","timestamp":1755884404697,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":47,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,6,7]],"date-time":"2024-06-07T00:00:00Z","timestamp":1717718400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"H2020 Programme ICT-48-2020","award":["951911"],"award-info":[{"award-number":["951911"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,6,7]]},"DOI":"10.1145\/3639701.3656308","type":"proceedings-article","created":{"date-parts":[[2024,6,7]],"date-time":"2024-06-07T12:22:36Z","timestamp":1717762956000},"page":"157-167","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Human Interest or Conflict? Leveraging LLMs for Automated Framing Analysis in TV Shows"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6728-6774","authenticated-orcid":false,"given":"David","family":"Alonso del Barrio","sequence":"first","affiliation":[{"name":"Idiap Research Institute, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-0692-476X","authenticated-orcid":false,"given":"Max","family":"Tiel","sequence":"additional","affiliation":[{"name":"Netherlands Institute for Sound and Vision, Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5488-2182","authenticated-orcid":false,"given":"Daniel","family":"Gatica-Perez","sequence":"additional","affiliation":[{"name":"Idiap Research Institute and EPFL, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,6,7]]},"reference":[{"volume-title":"How media inform democracy: A comparative approach","author":"Aalberg Toril","key":"e_1_3_2_1_1_1","unstructured":"Toril Aalberg and James Curran. 2012. How media inform democracy: A comparative approach. Routledge."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.emnlp-main.633"},{"key":"e_1_3_2_1_3_1","unstructured":"Meysam Alizadeh Ma\u00ebl Kubli Zeynab Samei Shirin Dehghani Juan\u00a0Diego Bermeo Maria Korobeynikova and Fabrizio Gilardi. 2023. Open-Source Large Language Models Outperform Crowd Workers and Approach ChatGPT in Text-Annotation Tasks. arxiv:2307.02179\u00a0[cs.CL]"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3591106.3592278"},{"key":"e_1_3_2_1_5_1","volume-title":"Framing climate change for effective communication: a systematic map. Environmental research letters 15, 12","author":"Badullovich Nic","year":"2020","unstructured":"Nic Badullovich, Will\u00a0J Grant, and Rebecca\u00a0M Colvin. 2020. Framing climate change for effective communication: a systematic map. Environmental research letters 15, 12 (2020), 123002."},{"key":"e_1_3_2_1_6_1","volume-title":"A multitask, multilingual, multimodal evaluation of chatgpt on reasoning, hallucination, and interactivity. arXiv preprint arXiv:2302.04023","author":"Bang Yejin","year":"2023","unstructured":"Yejin Bang, Samuel Cahyawijaya, Nayeon Lee, Wenliang Dai, Dan Su, Bryan Wilie, Holy Lovenia, Ziwei Ji, Tiezheng Yu, Willy Chung, 2023. A multitask, multilingual, multimodal evaluation of chatgpt on reasoning, hallucination, and interactivity. arXiv preprint arXiv:2302.04023 (2023)."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-demo.28"},{"key":"e_1_3_2_1_8_1","volume-title":"Using OpenAI models as a new tool for text analysis in political leaders","author":"Bianchini Gonzalo\u00a0Espinoza","year":"2023","unstructured":"Gonzalo\u00a0Espinoza Bianchini, Lisa Zanotti, and Carlos Mel\u00e9ndez. 2023. Using OpenAI models as a new tool for text analysis in political leaders\u2019 unstructured discourse. (2023)."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P15-2072"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3505284.3532968"},{"key":"e_1_3_2_1_11_1","volume-title":"LLM-assisted content analysis: Using large language models to support deductive coding. arXiv preprint arXiv:2306.14924","author":"Chew Robert","year":"2023","unstructured":"Robert Chew, John Bollenbacher, Michael Wenger, Jessica Speer, and Annice Kim. 2023. LLM-assisted content analysis: Using large language models to support deductive coding. arXiv preprint arXiv:2306.14924 (2023)."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2001269.2001288"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1177\/107769900408100104"},{"key":"e_1_3_2_1_14_1","volume-title":"News framing: Theory and typology. Information design journal+ document design 13, 1","author":"De\u00a0Vreese H","year":"2005","unstructured":"Claes\u00a0H De\u00a0Vreese. 2005. News framing: Theory and typology. Information design journal+ document design 13, 1 (2005), 51\u201362."},{"volume-title":"Automating the news: How algorithms are rewriting the media","author":"Diakopoulos Nicholas","key":"e_1_3_2_1_15_1","unstructured":"Nicholas Diakopoulos. 2019. Automating the news: How algorithms are rewriting the media. Harvard University Press."},{"key":"e_1_3_2_1_16_1","volume-title":"To frame is to explain: A deductive frame-analysis of Dutch and French climate change coverage during the annual UN Conferences of the Parties. Public understanding of science 19, 6","author":"Dirikx Astrid","year":"2010","unstructured":"Astrid Dirikx and Dave Gelders. 2010. To frame is to explain: A deductive frame-analysis of Dutch and French climate change coverage during the annual UN Conferences of the Parties. Public understanding of science 19, 6 (2010), 732\u2013742."},{"key":"e_1_3_2_1_17_1","volume-title":"Framing: Towards clarification of a fractured paradigm. McQuail\u2019s reader in mass communication theory 390","author":"Entman M","year":"1993","unstructured":"Robert\u00a0M Entman. 1993. Framing: Towards clarification of a fractured paradigm. McQuail\u2019s reader in mass communication theory 390 (1993), 397."},{"key":"e_1_3_2_1_18_1","volume-title":"Nature, sources, and effects of news framing. The handbook of journalism studies","author":"Entman M","year":"2009","unstructured":"Robert\u00a0M Entman, J\u00f6rg Matthes, and Lynn Pellicano. 2009. Nature, sources, and effects of news framing. The handbook of journalism studies (2009), 175\u2013190."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3345414"},{"key":"e_1_3_2_1_20_1","volume-title":"From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models. arXiv preprint arXiv:2305.08283","author":"Feng Shangbin","year":"2023","unstructured":"Shangbin Feng, Chan\u00a0Young Park, Yuhan Liu, and Yulia Tsvetkov. 2023. From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models. arXiv preprint arXiv:2305.08283 (2023)."},{"key":"e_1_3_2_1_21_1","volume-title":"Artificial intelligence and education governance. Education, Citizenship and Social Justice","author":"Filgueiras Fernando","year":"2023","unstructured":"Fernando Filgueiras. 2023. Artificial intelligence and education governance. Education, Citizenship and Social Justice (2023), 17461979231160674."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/BigData59044.2023.10386291"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3532106.3533533"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2305016120"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3317697.3323352"},{"key":"e_1_3_2_1_26_1","volume-title":"AI and the transformation of social science research. Science 380, 6650","author":"Grossmann Igor","year":"2023","unstructured":"Igor Grossmann, Matthew Feinberg, Dawn\u00a0C Parker, Nicholas\u00a0A Christakis, Philip\u00a0E Tetlock, and William\u00a0A Cunningham. 2023. AI and the transformation of social science research. Science 380, 6650 (2023), 1108\u20131109."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.36227\/techrxiv.23589741.v4"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1080\/17512786.2018.1463167"},{"key":"e_1_3_2_1_29_1","unstructured":"Shima Khanehzar Andrew Turpin and Gosia Miko\u0142ajczak. 2019. Modeling Political Framing Across Policy Issues and Contexts. In ALTA."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/2932206.2933561"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/K19-1047"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3174049"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1080\/15228053.2023.2233814"},{"key":"e_1_3_2_1_34_1","unstructured":"Amaya\u00a0S\u00e1nchez Naoa\u00edn. 2022. Addressing the Impact of Artificial Intelligence on Journalism: The perception of experts journalists and academics. (2022)."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3580907"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.semeval-1.317"},{"key":"e_1_3_2_1_37_1","volume-title":"The Kaldi Speech Recognition Toolkit. In IEEE 2011 Workshop on Automatic Speech Recognition and Understanding (Hilton Waikoloa Village","author":"Povey Daniel","year":"2011","unstructured":"Daniel Povey, Arnab Ghoshal, Gilles Boulianne, Lukas Burget, Ondrej Glembek, Nagendra Goel, Mirko Hannemann, Petr Motlicek, Yanmin Qian, Petr Schwarz, Jan Silovsky, Georg Stemmer, and Karel Vesely. 2011. The Kaldi Speech Recognition Toolkit. In IEEE 2011 Workshop on Automatic Speech Recognition and Understanding (Hilton Waikoloa Village, Big Island, Hawaii, US). IEEE Signal Processing Society. IEEE Catalog No.: CFP11SRW-USB."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1460-2466.2000.tb02843.x"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3452918.3458792"},{"key":"e_1_3_2_1_40_1","volume-title":"Workshop Proceedings of the 17th International AAAI Conference on Web and Social Media.","author":"Thapa Surendrabikram","year":"2023","unstructured":"Surendrabikram Thapa, Usman Naseem, and Mehwish Nasim. 2023. From humans to machines: can ChatGPT-like LLMs effectively replace human annotators in NLP tasks. In Workshop Proceedings of the 17th International AAAI Conference on Web and Social Media."},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1080\/17512786.2023.2184413"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1080\/13645579.2014.929878"},{"key":"e_1_3_2_1_43_1","volume-title":"Frames and counter-frames giving meaning to dementia: A framing analysis of media content. Social science & medicine 74, 8","author":"Van\u00a0Gorp Baldwin","year":"2012","unstructured":"Baldwin Van\u00a0Gorp and Tom Vercruysse. 2012. Frames and counter-frames giving meaning to dementia: A framing analysis of media content. Social science & medicine 74, 8 (2012), 1274\u20131281."},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1080\/19312458.2019.1639145"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0240010"},{"key":"e_1_3_2_1_46_1","volume-title":"Empowering LLM-based Machine Translation with Cultural Awareness. arXiv preprint arXiv:2305.14328","author":"Yao Binwei","year":"2023","unstructured":"Binwei Yao, Ming Jiang, Diyi Yang, and Junjie Hu. 2023. Empowering LLM-based Machine Translation with Cultural Awareness. arXiv preprint arXiv:2305.14328 (2023)."},{"key":"e_1_3_2_1_47_1","volume-title":"Benchmarking large language models for news summarization. arXiv preprint arXiv:2301.13848","author":"Zhang Tianyi","year":"2023","unstructured":"Tianyi Zhang, Faisal Ladhak, Esin Durmus, Percy Liang, Kathleen McKeown, and Tatsunori\u00a0B Hashimoto. 2023. Benchmarking large language models for news summarization. arXiv preprint arXiv:2301.13848 (2023)."}],"event":{"name":"IMX '24: ACM International Conference on Interactive Media Experiences","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGMM ACM Special Interest Group on Multimedia","SIGCHI ACM Special Interest Group on Computer-Human Interaction"],"location":"Stockholm Sweden","acronym":"IMX '24"},"container-title":["ACM International Conference on Interactive Media Experiences"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3639701.3656308","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3639701.3656308","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T17:11:53Z","timestamp":1755882713000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3639701.3656308"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6,7]]},"references-count":47,"alternative-id":["10.1145\/3639701.3656308","10.1145\/3639701"],"URL":"https:\/\/doi.org\/10.1145\/3639701.3656308","relation":{},"subject":[],"published":{"date-parts":[[2024,6,7]]},"assertion":[{"value":"2024-06-07","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}