POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection

2 May 2022

Yujian Liu

Xinliang Frederick Zhang

Papers citing "POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection"

38 / 38 papers shown

Title
Conflicts in Texts: Data, Implications and Challenges Siyi Liu Dan Roth 78 0 0 28 Apr 2025
Talking Point based Ideological Discourse Analysis in News Events Nishanth Nakshatri Nikhil Mehta Siyi Liu Sihao Chen Daniel J. Hopkins Dan Roth Dan Goldwasser 31 0 0 10 Apr 2025
GraphSeg: Segmented 3D Representations via Graph Edge Addition and Contraction Haozhan Tang Tianyi Zhang Oliver Kroemer Matthew Johnson-Roberson Weiming Zhi 3DPC 54 0 0 04 Apr 2025
Strategies for political-statement segmentation and labelling in unstructured text Dmitry Nikolaev Sean Papay 39 0 0 10 Mar 2025
MGM: Global Understanding of Audience Overlap Graphs for Predicting the Factuality and the Bias of News Media Muhammad Arslan Manzoor Ruihong Zeng Dilshod Azizov Preslav Nakov Shangsong Liang 74 0 0 12 Dec 2024
Coverage-based Fairness in Multi-document Summarization Haoyuan Li Yusen Zhang Rui Zhang Snigdha Chaturvedi 70 0 0 11 Dec 2024
When Neutral Summaries are not that Neutral: Quantifying Political Neutrality in LLM-Generated News Summaries Supriti Vijay Aman Priyanshu Ashique R. KhudaBukhsh 22 1 0 13 Oct 2024
Enabling Contextual Soft Moderation on Social Media through Contrastive Textual Deviation Pujan Paudel Mohammad Hammas Saeed Rebecca Auger Chris Wells Gianluca Stringhini 62 1 0 30 Jul 2024
The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions Stefan Sylvius Wagner Maike Behrendt Marc Ziegele Stefan Harmeling 27 9 0 18 Jun 2024
Quantifying Generative Media Bias with a Corpus of Real-world and Generated News Articles Filip Trhlik Pontus Stenetorp 21 6 0 16 Jun 2024
DocNet: Semantic Structure in Inductive Bias Detection Models Jessica Zhu Iain Cruickshank Michel Cukier 31 0 0 16 Jun 2024
Encoding Hierarchical Schema via Concept Flow for Multifaceted Ideology Detection Songtao Liu Bang-wei Wang Wei Xiang Han Xu Minghua Xu 16 0 0 29 May 2024
Zero-shot Cross-lingual Stance Detection via Adversarial Language Adaptation A. Bharathi A. Zubiaga 27 0 0 22 Apr 2024
Sentence-level Media Bias Analysis with Event Relation Graph Yuanyuan Lei Ruihong Huang 18 2 0 02 Apr 2024
MoralBERT: A Fine-Tuned Language Model for Capturing Moral Values in Social Discussions Vjosa Preniqi Iacopo Ghinassi Julia Ive C. Saitis Kyriaki Kalimeri 37 4 0 12 Mar 2024
Benchmarking zero-shot stance detection with FlanT5-XXL: Insights from training data, prompting, and decoding strategies into its near-SoTA performance Rachith Aiyappa Shruthi Senthilmani Jisun An Haewoon Kwak Yong-Yeol Ahn 19 3 0 01 Mar 2024
Modelling Political Coalition Negotiations Using LLM-based Agents Farhad Moghimifar Yuan-Fang Li Robert Thomson Gholamreza Haffari LLMAG 29 5 0 18 Feb 2024
IndiVec: An Exploration of Leveraging Large Language Models for Media Bias Detection with Fine-Grained Bias Indicators Luyang Lin Lingzhi Wang Xiaoyan Zhao Jing Li Kam-Fai Wong 22 12 0 01 Feb 2024
ULTRA: Unleash LLMs' Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement Xinliang Frederick Zhang Carter Blum Temma Choji Shalin S Shah Alakananda Vempala 54 6 0 24 Jan 2024
The Media Bias Taxonomy: A Systematic Literature Review on the Forms and Automated Detection of Media Bias Timo Spinde Smilla Hinterreiter Fabian Haak Terry Ruas Helge Giese Norman Meuschke Bela Gipp 14 12 0 26 Dec 2023
PELMS: Pre-training for Effective Low-Shot Multi-Document Summarization Joseph Peper Wenzhao Qiu Lu Wang 23 0 0 16 Nov 2023
P^3SUM: Preserving Author's Perspective in News Summarization with Diffusion Language Models Yuhan Liu Shangbin Feng Xiaochuang Han Vidhisha Balachandran Chan Young Park Sachin Kumar Yulia Tsvetkov DiffM 33 2 0 16 Nov 2023
MOKA: Moral Knowledge Augmentation for Moral Event Extraction Xinliang Frederick Zhang Winston Wu Nick Beauchamp Lu Wang 30 7 0 16 Nov 2023
Mitigating Framing Bias with Polarity Minimization Loss Yejin Bang Nayeon Lee Pascale Fung 10 0 0 03 Nov 2023
All Things Considered: Detecting Partisan Events from News Media with Cross-Article Comparison Yujian Liu Xinliang Frederick Zhang Kaijian Zou Ruihong Huang Nick Beauchamp Lu Wang 16 4 0 28 Oct 2023
Crossing the Aisle: Unveiling Partisan and Counter-Partisan Events in News Reporting Kaijian Zou Xinliang Frederick Zhang Winston Wu Nick Beauchamp Lu Wang 20 2 0 28 Oct 2023
Discourse Structures Guided Fine-grained Propaganda Identification Yuanyuan Lei Ruihong Huang 18 4 0 28 Oct 2023
Connecting the Dots in News Analysis: Bridging the Cross-Disciplinary Disparities in Media Bias and Framing Gisela Vallejo Timothy Baldwin Lea Frermann 11 2 0 14 Sep 2023
Party Prediction for Twitter Kellin Pelrine Anne Imouza Zachary Yang Jacob-Junqi Tian Sacha Lévy ... Aarash Feizi Cécile Amadoro A. Blais Jean-François Godbout Reihaneh Rabbany 19 2 0 25 Aug 2023
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models Shangbin Feng Weijia Shi Yuyang Bai Vidhisha Balachandran Tianxing He Yulia Tsvetkov KELM 45 28 0 17 May 2023
From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models Shangbin Feng Chan Young Park Yuhan Liu Yulia Tsvetkov 14 227 0 15 May 2023
Introducing MBIB -- the first Media Bias Identification Benchmark Task and Dataset Collection Martin Wessel Tomávs Horych Terry Ruas Akiko Aizawa Bela Gipp Timo Spinde 19 20 0 25 Apr 2023
Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchy Jiwoo Hong Yejin Cho Jaemin Jung Jiyoung Han James Thorne 6 6 0 05 Apr 2023
Predicting Sentence-Level Factuality of News and Bias of Media Outlets F. Vargas Kokil Jaidka T. Pardo Fabrício Benevenuto 6 6 0 27 Jan 2023
Late Fusion with Triplet Margin Objective for Multimodal Ideology Prediction and Analysis Changyuan Qiu Winston Wu Xinliang Frederick Zhang Lu Wang 14 1 0 04 Nov 2022
Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation Xinliang Frederick Zhang Nick Beauchamp Lu Wang 14 9 0 02 Nov 2022
PAR: Political Actor Representation Learning with Social Context and Expert Knowledge Shangbin Feng Zhaoxuan Tan Zilong Chen Ningnan Wang Peisheng Yu Qinghua Zheng Xiao Chang Minnan Luo 16 8 0 15 Oct 2022
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,584 0 21 Jan 2020