Political-RAG: using generative AI to extract political information from media content

M Arslan, S Munawar, C Cruz - Journal of Information Technology …, 2024 - Taylor & Francis
In the digital era, media content is crucial for political analysis, providing valuable insights
through news articles, social media posts, speeches, and reports. Natural Language …

Conflibert-spanish: A pre-trained spanish language model for political conflict and violence

W Yang, S Alsarra, L Abdeljaber… - 2023 7th IEEE …, 2023 - ieeexplore.ieee.org
This article introduces ConfliBERT-Spanish, a pre-trained language model specialized in
political conflict and violence for text written in the Spanish language. Our methodology …

ConfliBERT: A Language Model for Political Conflict

PT Brandt, S Alsarra, VJ DOrazio, D Heintze… - arXiv preprint arXiv …, 2024 - arxiv.org
Conflict scholars have used rule-based approaches to extract information about political
violence from news reports and texts. Recent Natural Language Processing developments …

RFPG: Question-Answering from Low-Resource Language (Arabic) Texts using Factually Aware RAG

M Alshammary, MN Uddin… - 2024 IEEE 10th …, 2024 - ieeexplore.ieee.org
Since Large Language Models (LLMs) face several challenges, including hallucinations, the
Retrieval-Augmented Generation (RAG) model has been proposed as a solution. While …

Extractive Question Answering for Spanish and Arabic Political Text

S Alsarra, P Whitehead, N Alatrush… - … Conference on Social …, 2024 - Springer
This study advances the integration of domain-specific large language models (LLMs) for
low-resource languages with applications for question-answering (QA). Leveraging on …

[PDF][PDF] I still haven't found what I'm looking for: Predicting conflict fatalities and security-related incidents with Google Trends and Wikipedia data

C Oswald - 2024 - files.de-1.osf.io
Conflict forecasting has seen two recent developments: a shift to predicting continuous
variables and a debate about the value of structural and procedural variables. This paper …

Extractive Question Answering for Spanish and Arabic Political Text

B Abdeljaber - Social, Cultural, and Behavioral Modeling: 17th …, 2024 - books.google.com
This study advances the integration of domain-specific large language models (LLMs) for
low-resource languages with applications for question-answering (QA). Leveraging on …