Fine-tuning with Hierarchical Prompting for Robust Propaganda Classification Across Annotation Schemas
Fuente:
arXiv
Saved in:
| Main Authors: | Stähelin, Lukas, Solopova, Veronika, Upravitelev, Max, Kaplan, David, Sahitaj, Ariana, Sahitaj, Premtim, Jakob, Charlott, Möller, Sebastian, Schmitt, Vera |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multiperspectivity as a Resource for Narrative Similarity Prediction
by: Upravitelev, Max, et al.
Published: (2026)
by: Upravitelev, Max, et al.
Published: (2026)
Hybrid Annotation for Propaganda Detection: Integrating LLM Pre-Annotations with Human Intelligence
by: Sahitaj, Ariana, et al.
Published: (2025)
by: Sahitaj, Ariana, et al.
Published: (2025)
Retrieving Climate Change Disinformation by Narrative
by: Upravitelev, Max, et al.
Published: (2026)
by: Upravitelev, Max, et al.
Published: (2026)
XplaiNLP at CheckThat! 2025: Multilingual Subjectivity Detection with Finetuned Transformers and Prompt-Based Inference with Large Language Models
by: Sahitaj, Ariana, et al.
Published: (2025)
by: Sahitaj, Ariana, et al.
Published: (2025)
From Articles to Premises: Building PrimeFacts, an Extraction Methodology and Resource for Fact-Checking Evidence
by: Sahitaj, Premtim, et al.
Published: (2026)
by: Sahitaj, Premtim, et al.
Published: (2026)
Uncovering Temporal Framing in the News
by: Mahmoud, Tarek, et al.
Published: (2026)
by: Mahmoud, Tarek, et al.
Published: (2026)
Transparency as Architecture: Structural Compliance Gaps in EU AI Act Article 50 II
by: Schmitt, Vera, et al.
Published: (2026)
by: Schmitt, Vera, et al.
Published: (2026)
Towards Automated Fact-Checking of Real-World Claims: Exploring Task Formulation and Assessment with LLMs
by: Sahitaj, Premtim, et al.
Published: (2025)
by: Sahitaj, Premtim, et al.
Published: (2025)
ClimateCheck 2026: Scientific Fact-Checking and Disinformation Narrative Classification of Climate-related Claims
by: Ahmad, Raia Abu, et al.
Published: (2026)
by: Ahmad, Raia Abu, et al.
Published: (2026)
Gendered Prompting and LLM Code Review: How Gender Cues in the Prompt Shape Code Quality and Evaluation
by: Janzen, Lynn, et al.
Published: (2026)
by: Janzen, Lynn, et al.
Published: (2026)
Check News in One Click: NLP-Empowered Pro-Kremlin Propaganda Detection
by: Solopova, Veronika, et al.
Published: (2024)
by: Solopova, Veronika, et al.
Published: (2024)
From Trust to Truth: Actionable policies for the use of AI in fact-checking in Germany and Ukraine
by: Solopova, Veronika
Published: (2025)
by: Solopova, Veronika
Published: (2025)
What Are We Measuring in NLG? A Meta-Analysis of Evaluation Trends 2020-2025
by: Yang, Jing, et al.
Published: (2026)
by: Yang, Jing, et al.
Published: (2026)
PolBiX: Detecting LLMs' Political Bias in Fact-Checking through X-phemisms
by: Jakob, Charlott, et al.
Published: (2025)
by: Jakob, Charlott, et al.
Published: (2025)
Computational Measurement of Political Positions: A Review of Text-Based Ideal Point Estimation Algorithms
by: Parschan, Patrick, et al.
Published: (2025)
by: Parschan, Patrick, et al.
Published: (2025)
How desirable is alignment between LLMs and linguistically diverse human users?
by: Knoeferle, Pia, et al.
Published: (2025)
by: Knoeferle, Pia, et al.
Published: (2025)
FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema
by: Lu, Junru, et al.
Published: (2024)
by: Lu, Junru, et al.
Published: (2024)
Prompt Refinement or Fine-tuning? Best Practices for using LLMs in Computational Social Science Tasks
by: Møller, Anders Giovanni, et al.
Published: (2024)
by: Møller, Anders Giovanni, et al.
Published: (2024)
Extending Information Bottleneck Attribution to Video Sequences
by: Solopova, Veronika, et al.
Published: (2025)
by: Solopova, Veronika, et al.
Published: (2025)
Online Density-Based Clustering for Real-Time Narrative Evolution Monitorin
by: Vykhopen, Ostap, et al.
Published: (2026)
by: Vykhopen, Ostap, et al.
Published: (2026)
LLMs as Strategic Actors: Behavioral Alignment, Risk Calibration, and Argumentation Framing in Geopolitical Simulations
by: Solopova, Veronika, et al.
Published: (2026)
by: Solopova, Veronika, et al.
Published: (2026)
LLM, Reporting In! Medical Information Extraction Across Prompting, Fine-tuning and Post-correction
by: Belmadani, Ikram, et al.
Published: (2025)
by: Belmadani, Ikram, et al.
Published: (2025)
Can GPT-4 Identify Propaganda? Annotation and Detection of Propaganda Spans in News Articles
by: Hasanain, Maram, et al.
Published: (2024)
by: Hasanain, Maram, et al.
Published: (2024)
MisinfoTeleGraph: Network-driven Misinformation Detection for German Telegram Messages
by: Kalkbrenner, Lu, et al.
Published: (2025)
by: Kalkbrenner, Lu, et al.
Published: (2025)
HQP: A Human-Annotated Dataset for Detecting Online Propaganda
by: Maarouf, Abdurahman, et al.
Published: (2023)
by: Maarouf, Abdurahman, et al.
Published: (2023)
Prompting Implicit Discourse Relation Annotation
by: Yung, Frances, et al.
Published: (2024)
by: Yung, Frances, et al.
Published: (2024)
Fine-Grained VLM Fine-tuning via Latent Hierarchical Adapter Learning
by: Zhao, Yumiao, et al.
Published: (2025)
by: Zhao, Yumiao, et al.
Published: (2025)
PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching
by: Qi, Zhenting, et al.
Published: (2023)
by: Qi, Zhenting, et al.
Published: (2023)
PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment
by: Liu, Zequan, et al.
Published: (2025)
by: Liu, Zequan, et al.
Published: (2025)
KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs
by: Xu, Yongqin, et al.
Published: (2024)
by: Xu, Yongqin, et al.
Published: (2024)
Bangla Hate Speech Classification with Fine-tuned Transformer Models
by: Jafari, Yalda Keivan, et al.
Published: (2025)
by: Jafari, Yalda Keivan, et al.
Published: (2025)
DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
by: Shi, Zhengxiang, et al.
Published: (2023)
by: Shi, Zhengxiang, et al.
Published: (2023)
Independent Learning in Performative Markov Potential Games
by: Sahitaj, Rilind, et al.
Published: (2025)
by: Sahitaj, Rilind, et al.
Published: (2025)
Large Language Models for Propaganda Span Annotation
by: Hasanain, Maram, et al.
Published: (2023)
by: Hasanain, Maram, et al.
Published: (2023)
ADePT: Adaptive Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
by: Tang, Pengwei, et al.
Published: (2025)
by: Tang, Pengwei, et al.
Published: (2025)
PEDRO: Parameter-Efficient Fine-tuning with Prompt DEpenDent Representation MOdification
by: Xie, Tianfang, et al.
Published: (2024)
by: Xie, Tianfang, et al.
Published: (2024)
Sina at FigNews 2024: Multilingual Datasets Annotated with Bias and Propaganda
by: Duaibes, Lina, et al.
Published: (2024)
by: Duaibes, Lina, et al.
Published: (2024)
Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget Constraints
by: Guo, Kunpeng, et al.
Published: (2024)
by: Guo, Kunpeng, et al.
Published: (2024)
FourierKAN outperforms MLP on Text Classification Head Fine-tuning
by: Imran, Abdullah Al, et al.
Published: (2024)
by: Imran, Abdullah Al, et al.
Published: (2024)
FineBio: A Fine-Grained Video Dataset of Biological Experiments with Hierarchical Annotation
by: Yagi, Takuma, et al.
Published: (2024)
by: Yagi, Takuma, et al.
Published: (2024)
Similar Items
-
Multiperspectivity as a Resource for Narrative Similarity Prediction
by: Upravitelev, Max, et al.
Published: (2026) -
Hybrid Annotation for Propaganda Detection: Integrating LLM Pre-Annotations with Human Intelligence
by: Sahitaj, Ariana, et al.
Published: (2025) -
Retrieving Climate Change Disinformation by Narrative
by: Upravitelev, Max, et al.
Published: (2026) -
XplaiNLP at CheckThat! 2025: Multilingual Subjectivity Detection with Finetuned Transformers and Prompt-Based Inference with Large Language Models
by: Sahitaj, Ariana, et al.
Published: (2025) -
From Articles to Premises: Building PrimeFacts, an Extraction Methodology and Resource for Fact-Checking Evidence
by: Sahitaj, Premtim, et al.
Published: (2026)