Weakly Supervised Learning of Nuanced Frames for Analyzing Polarization in News Media

21 September 2020

Papers citing "Weakly Supervised Learning of Nuanced Frames for Analyzing Polarization in News Media"

24 / 24 papers shown

Title
Probing Politico-Economic Bias in Multilingual Large Language Models: A Cultural Analysis of Low-Resource Pakistani Languages Afrozah Nadeem Mark Dras Usman Naseem 25 0 0 29 May 2025
Media Framing through the Lens of Event-Centric Narratives Rohan Das Aditya Chandra I-Ta Lee Maria Leonor Pacheco 81 1 0 04 Oct 2024
Paired Completion: Flexible Quantification of Issue-framing at Scale with LLMs Simon D Angus Lachlan O’Neill 17 0 0 19 Aug 2024
Exploring Factual Entailment with NLI: A News Media Study Guy Mor-Lan Effi Levi 100 0 0 24 Jun 2024
DocNet: Semantic Structure in Inductive Bias Detection Models Jessica Zhu Iain Cruickshank Michel Cukier 72 0 0 16 Jun 2024
Measuring Political Bias in Large Language Models: What Is Said and How It Is Said Yejin Bang Delong Chen Nayeon Lee Pascale Fung 85 41 0 27 Mar 2024
Framing in the Presence of Supporting Data: A Case Study in U.S. Economic News Alexandria Leto Elliot Pickens Coen D. Needell David Rothschild M. Pacheco 73 0 0 22 Feb 2024
"A Tale of Two Movements": Identifying and Comparing Perspectives in #BlackLivesMatter and #BlueLivesMatter Movements-related Tweets using Weakly Supervised Graph-based Structured Prediction Shamik Roy Dan Goldwasser 88 4 0 11 Oct 2023
Connecting the Dots in News Analysis: Bridging the Cross-Disciplinary Disparities in Media Bias and Framing Gisela Vallejo Timothy Baldwin Lea Frermann 55 6 0 14 Sep 2023
Can Large Language Models Transform Computational Social Science? Caleb Ziems William B. Held Omar Shaikh Jiaao Chen Zhehao Zhang Diyi Yang LLMAG 128 322 0 12 Apr 2023
Towards Corpus-Scale Discovery of Selection Biases in News Coverage: Comparing What Sources Say About Entities as a Start Sihao Chen William F. Bruno Dan Roth 68 1 0 06 Apr 2023
Towards Few-Shot Identification of Morality Frames using In-Context Learning Shamik Roy Nishanth Nakshatri Dan Goldwasser 92 11 0 03 Feb 2023
Predicting Sentence-Level Factuality of News and Bias of Media Outlets F. Vargas Kokil Jaidka T. Pardo Fabrício Benevenuto 73 7 0 27 Jan 2023
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology Valentin Hofmann J. Pierrehumbert Hinrich Schütze 107 0 0 14 Dec 2022
Weakly Supervised Learning for Analyzing Political Campaigns on Facebook Tunazzina Islam Shamik Roy Dan Goldwasser 58 8 0 19 Oct 2022
Challenges and Opportunities in Information Manipulation Detection: An Examination of Wartime Russian Media Chan Young Park Julia Mendelsohn Anjalie Field Yulia Tsvetkov AAML 48 28 0 24 May 2022
From Hesitancy Framings to Vaccine Hesitancy Profiles: A Journey of Stance, Ontological Commitments and Moral Foundations Maxwell Weinzierl S. Harabagiu 66 14 0 18 Feb 2022
To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence Caleb Ziems Diyi Yang 112 16 0 11 Sep 2021
Identifying Morality Frames in Political Tweets using Relational Learning Shamik Roy Maria Leonor Pacheco Dan Goldwasser 78 42 0 09 Sep 2021
A Survey of Race, Racism, and Anti-Racism in NLP Anjalie Field Su Lin Blodgett Zeerak Talat Yulia Tsvetkov 90 124 0 21 Jun 2021
Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity Valentin Hofmann Xiaowen Dong J. Pierrehumbert Hinrich Schütze 48 15 0 18 Apr 2021
Modeling Framing in Immigration Discourse on Social Media Julia Mendelsohn Ceren Budak David Jurgens 41 74 0 13 Apr 2021
Understanding Politics via Contextualized Discourse Processing Rajkumar Pujari Dan Goldwasser 47 20 0 31 Dec 2020
Detecting Stance in Media on Global Warming Yiwei Luo Dallas Card Dan Jurafsky 88 72 0 28 Oct 2020