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The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions

18 June 2024

Stefan Sylvius Wagner

Papers citing "The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions"

26 / 26 papers shown

Title
Towards High-Fidelity Synthetic Multi-platform Social Media Datasets via Large Language Models Henry Tari Nojus Sereiva Rishabh Kaushal T. Bertaglia Adriana Iamnitchi 60 0 0 02 May 2025
Enhancing Domain-Specific Encoder Models with LLM-Generated Data: How to Leverage Ontologies, and How to Do Without Them Marc Felix Brinner Tarek Al Mustafa Sina Zarrieß 64 2 0 27 Mar 2025
Solving Word-Sense Disambiguation and Word-Sense Induction with Dictionary Examples Tadej Škvorc Marko Robnik-Šikonja 95 0 0 06 Mar 2025
Unmasking Conversational Bias in AI Multiagent Systems Simone Mungari Giuseppe Manco Luca Maria Aiello LLMAG 136 1 0 24 Jan 2025
Cross-Target Stance Detection: A Survey of Techniques, Datasets, and Challenges Parisa Jamadi Khiabani A. Zubiaga ObjD 73 1 0 20 Sep 2024
Supporting Online Discussions: Integrating AI Into the adhocracy+ Participation Platform To Enhance Deliberation Maike Behrendt Stefan Sylvius Wagner Stefan Harmeling 67 1 0 12 Sep 2024
Zero-Shot Stance Detection using Contextual Data Generation with LLMs Ghazaleh Mahmoudi Babak Behkamkia Sauleh Eetemadi 34 6 0 19 May 2024
Stance Detection on Social Media with Fine-Tuned Large Language Models Ilker Gül R. Lebret Karl Aberer 45 9 0 18 Apr 2024
Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations Zhuoyan Li Hangxiao Zhu Zhuoran Lu Ming Yin SyDa 89 77 0 11 Oct 2023
Prompting and Fine-Tuning Open-Sourced Large Language Models for Stance Classification Iain J. Cruickshank Lynnette Hui Xian Ng 71 9 0 24 Sep 2023
Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social Science V. Veselovsky Manoel Horta Ribeiro Akhil Arora Martin Josifoski Ashton Anderson Robert West SyDa HILM 58 35 0 24 May 2023
Stance Detection: A Practical Guide to Classifying Political Beliefs in Text Michael Burnham 60 15 0 02 May 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.5K 13,420 0 27 Feb 2023
Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection Kai Greshake Sahar Abdelnabi Shailesh Mishra C. Endres Thorsten Holz Mario Fritz SILM 126 496 0 23 Feb 2023
No Language Left Behind: Scaling Human-Centered Machine Translation Nllb team Marta R. Costa-jussá James Cross Onur cCelebi Maha Elbayad ... Alexandre Mourachko C. Ropers Safiyyah Saleem Holger Schwenk Jeff Wang MoE 226 1,266 0 11 Jul 2022
POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection Yujian Liu Xinliang Frederick Zhang David Wegsman Nick Beauchamp Lu Wang 59 73 0 02 May 2022
KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media Wenqian Zhang Shangbin Feng Zilong Chen Zhenyu Lei Jundong Li Minnan Luo 51 24 0 08 Apr 2022
On the Importance of Data Size in Probing Fine-tuned Models Houman Mehrafarin S. Rajaee Mohammad Taher Pilehvar 59 18 0 17 Mar 2022
Active Learning by Acquiring Contrastive Examples Katerina Margatina Giorgos Vernikos Loïc Barrault Nikolaos Aletras 78 191 0 08 Sep 2021
A Survey on Stance Detection for Mis- and Disinformation Identification Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 160 136 0 27 Feb 2021
Stance Detection on Social Media: State of the Art and Trends Abeer Aldayel Walid Magdy 64 269 0 05 Jun 2020
X-Stance: A Multilingual Multi-Target Dataset for Stance Detection Jannis Vamvas Rico Sennrich 65 89 0 18 Mar 2020
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 668 24,528 0 26 Jul 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 722 132,199 0 12 Jun 2017
Stance and Sentiment in Tweets Saif M. Mohammad Parinaz Sobhani S. Kiritchenko 56 447 0 05 May 2016