Creating custom event data without dictionaries: A bag-of-tricks

A Halterman, PA Schrodt, A Beger, BE Bagozzi… - arXiv preprint arXiv …, 2023 - arxiv.org
Event data, or structured records of``who did what to whom''that are automatically extracted
from text, is an important source of data for scholars of international politics. The high cost of …

Confli-t5: An autoprompt pipeline for conflict related text augmentation

ES Parolin, Y Hu, L Khan, PT Brandt… - … Conference on Big …, 2022 - ieeexplore.ieee.org
Recent advances in natural language processing (NLP) and Big Data technologies have
been crucial for scientists to analyze political unrest and violence, prevent harm, and …

Hanke: Hierarchical attention networks for knowledge extraction in political science domain

ES Parolin, L Khan, J Osorio, V D'Orazio… - 2020 IEEE 7th …, 2020 - ieeexplore.ieee.org
Extracting structured metadata from unstructured text in different domains is gaining strong
attention from multiple research communities. In Political Science, these metadata play a …

Come-ke: A new transformers based approach for knowledge extraction in conflict and mediation domain

ES Parolin, Y Hu, L Khan, J Osorio… - … Conference on Big …, 2021 - ieeexplore.ieee.org
Knowledge discovery and extraction approaches attract special attention across industries
and areas moving toward the 5V Era. In the political and social sciences, scholars and …

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 …

Automated verbal-pattern extraction from political news articles using cameo event coding ontology

ES Parolin, S Salam, L Khan, P Brandt… - 2019 IEEE 5th Intl …, 2019 - ieeexplore.ieee.org
Structured metadata extraction from raw-text in different domains is gaining strong attention
from the research communities and offering good applicable scenarios. In Political Science …

Distributed framework for political event coding in real-time

S Salam, P Brandty, J Holmesy… - 2018 2nd European …, 2018 - ieeexplore.ieee.org
Studying political activities and interaction between different entities gradually becoming a
prominent field of research for both the social science and computer science researchers …

Automatic event coding framework for spanish political news articles

S Salam, L Khan, A El-Ghamry, P Brandt… - 2020 IEEE 6th Intl …, 2020 - ieeexplore.ieee.org
Today, Spanish speaking countries face widespread political crisis. These political conflicts
are published in a large volume of Spanish news articles from Spanish agencies. Our goal is …

[PDF][PDF] An online structured political event dataset based on CAMEO ontology

S Salam, P Brandt, V D'Orazio, J Holmes, J Osorio… - 2020 - files.osf.io
Political activities and interactions between different global entities are becoming growing
field for data-intensive computing with a wide scope of research opportunities for both social …

Application of news features in news recommendation methods: a survey

J Qin, P Lu - Data Science: 6th International Conference of …, 2020 - Springer
In recent years, many traditional news websites developed corresponding recommendation
systems to cater to readers' interests and news recommendation systems are widely applied …