Vito D'Orazio

According to our database, Vito D'Orazio authored at least 25 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

The 2023/24 VIEWS Prediction Challenge: Predicting the Number of Fatalities in Armed Conflict, with Uncertainty.

Håvard Hegre, Paola Vesco, Michael Colaresi, Jonas Vestby, Alexa Timlick, Noorain Syed Kazmi, Friederike Becker, Marco Binetti, Tobias Bodentien, Tobias Bohne, Patrick T. Brandt, Thomas Chadefaux, Simon Drauz, Christoph Dworschak, Vito D'Orazio, Cornelius Fritz, Hannah Frank, Kristian Skrede Gleditsch, Sonja Häffner, Martin Hofer, Finn L. Klebe, Luca Macis, Alexandra Malaga, Marius Mehrl, Nils W. Metternich, Daniel Mittermaier, David Muchlinski, Hannes Mueller, Christian Oswald, Paola Pisano, David Randahl, Christopher Rauh, Lotta Rüter, Thomas Schincariol, Benjamin Seimon, Elena Siletti, Marco Tagliapietra, Chandler Thornhill, Johan Vegelius, Julian Walterskirchen

CoRR, 2024

Extractive Question Answering for Spanish and Arabic Political Text.

Sultan Alsarra, Parker Whitehead, Naif Alatrush, Luay Abdeljaber, Latifur Khan, Javier Osorio, Patrick T. Brandt, Vito D'Orazio

Proceedings of the Social, Cultural, and Behavioral Modeling, 2024

Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification.

Yibo Hu, Erick Skorupa Parolin, Latifur Khan, Patrick T. Brandt, Javier Osorio, Vito D'Orazio

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Synthesizing Political Zero-Shot Relation Classification via Codebook Knowledge, NLI, and ChatGPT.

Yibo Hu, Erick Skorupa Parolin, Latifur Khan, Patrick T. Brandt, Javier Osorio, Vito J. D'Orazio

CoRR, 2023

ConfliBERT-Arabic: A Pre-trained Arabic Language Model for Politics, Conflicts and Violence.

Sultan Alsarra, Luay Abdeljaber, Wooseong Yang, Niamat Zawad, Latifur Khan, Patrick T. Brandt, Javier Osorio, Vito D'Orazio

Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

ConfliBERT-Spanish: A Pre-trained Spanish Language Model for Political Conflict and Violence.

Wooseong Yang, Sultan Alsarra, Luay Abdeljaber, Niamat Zawad, Zeinab Delaram, Javier Osorio, Latifur Khan, Patrick T. Brandt, Vito D'Orazio

Proceedings of the 7th IEEE Congress on Information Science and Technology, 2023

2022

ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence.

Yibo Hu, Seyyed MohammadSaleh Hosseini, Erick Skorupa Parolin, Javier Osorio, Latifur Khan, Patrick T. Brandt, Vito D'Orazio

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Confli-T5: An AutoPrompt Pipeline for Conflict Related Text Augmentation.

Erick Skorupa Parolin, Yibo Hu, Latifur Khan, Patrick T. Brandt, Javier Osorio, Vito D'Orazio

Proceedings of the IEEE International Conference on Big Data, 2022

Multi-CoPED: A Multilingual Multi-Task Approach for Coding Political Event Data on Conflict and Mediation Domain.

Erick Skorupa Parolin, Seyyed MohammadSaleh Hosseini, Yibo Hu, Latifur Khan, Patrick T. Brandt, Javier Osorio, Vito D'Orazio

Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

2021

An Ecosystem of Applications for Modeling Political Violence.

Aline Bessa, Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Michael Shoemate, Vito D'Orazio, Juliana Freire

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Data-Driven Time Series Forecasting for Social Studies Using Spatio-Temporal Graph Neural Networks.

Yi-Fan Li, Bo Dong, Latifur Khan, Bhavani Thuraisingham, Patrick T. Brandt, Vito D'Orazio

Proceedings of the GoodIT '21: Conference on Information Technology for Social Good, 2021

3M-Transformers for Event Coding on Organized Crime Domain.

Erick Skorupa Parolin, Latifur Khan, Javier Osorio, Patrick T. Brandt, Vito D'Orazio, Jennifer S. Holmes

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

CoMe-KE: A New Transformers Based Approach for Knowledge Extraction in Conflict and Mediation Domain.

Erick Skorupa Parolin, Yibo Hu, Latifur Khan, Javier Osorio, Patrick T. Brandt, Vito D'Orazio

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Towards Evaluating Exploratory Model Building Process with AutoML Systems.

Sungsoo Ray Hong, Sonia Castelo, Vito D'Orazio, Christopher Bethune, Aécio S. R. Santos, Scott Langevin, David Jonker, Enrico Bertini, Juliana Freire

CoRR, 2020

HANKE: Hierarchical Attention Networks for Knowledge Extraction in Political Science Domain.

Erick Skorupa Parolin, Latifur Khan, Javier Osorio, Vito D'Orazio, Patrick T. Brandt, Jennifer S. Holmes

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

Automatic Event Coding Framework for Spanish Political News Articles.

Sayeed Salam, Lamisah Khan, Amir El-Ghamry, Patrick T. Brandt, Jennifer S. Holmes, Vito D'Orazio, Javier Osorio

Proceedings of the 6th IEEE International Conference on Big Data Security on Cloud, 2020

2019

KateHyoung/UTDEventData: UTDEventData create 1.0.0.

HyoungAh Kim, Vito D'Orazio, Patrick T. Brandt, Michael Shoemate, Sayeed Salam, Latifur Khan, Jared Looper

Dataset, March, 2019

UTDEventData: An R package to access political event data.

HyoungAh Kim, Vito D'Orazio, Patrick T. Brandt, Michael Shoemate, Sayeed Salam, Latifur Khan, Jared Looper

J. Open Source Softw., 2019

Towards human-guided machine learning.

Yolanda Gil, James Honaker, Shikhar Gupta, Yibo Ma, Vito D'Orazio, Daniel Garijo, Shruti Gadewar, Qifan Yang, Neda Jahanshad

Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Modeling and Forecasting Armed Conflict: AutoML with Human-Guided Machine Learning.

Vito D'Orazio, James Honaker, Raman Prasady, Michael Shoemate

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

TwoRavens for Event Data.

Vito D'Orazio, Marcus Deng, Michael Shoemate

Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

2017

APART: Automatic Political Actor Recommendation in Real-time.

Mohiuddin Solaimani, Sayeed Salam, Latifur Khan, Patrick T. Brandt, Vito D'Orazio

Proceedings of the Social, Cultural, and Behavioral Modeling, 2017

RePAIR: Recommend political actors in real-time from news websites.

Mohiuddin Solaimani, Sayeed Salam, Latifur Khan, Patrick T. Brandt, Vito D'Orazio

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2015

Error-Correction and Aggregation in Crowd-Sourcing of Geopolitical Incident Information.

Alexander G. Ororbia II, Yang Xu, Vito D'Orazio, David Reitter

Proceedings of the Social Computing, Behavioral-Cultural Modeling, and Prediction, 2015

2014

Statistical Modeling by Gesture: A graphical, Browser-based Statistical Interface for Data Repositories.

James Honaker, Vito D'Orazio

Proceedings of the Hypertext 2014 Extended Proceedings: Late-breaking Results, 2014