Vito D'Orazio

29 papers A 1B 5C 1Misc 3Journal 4Unranked 15
YearRankTypeTitle / Venue / Authors
2025 — conf
A Framework for Comparing Vertex-Distribution Graphs: Insights for Social and Conflict Studies.
SBP-BRiMS
Prasiddha Siwakoti, Vito D'Orazio, Ignacio Segovia-Dominguez
2025 Misc conf
Advancing Active Learning with Ensemble Strategies.
RANLP
Naif Alatrush, Sultan Alsarra, Afraa Alshammari, Luay Abdeljaber, Niamat Zawad, Latifur Khan, Patrick T. Brandt, Javier Osorio, Vito D'Orazio
2025 J jnl
Multilingual approaches to extractive question answering in political texts.
Comput. Math. Organ. Theory
Sultan Alsarra, Mubarak Alrashoud, Javier Osorio, Vito D'Orazio, Latifur Khan, Patrick T. Brandt
2025 B conf
QAACoder: A Question Answering Approach to Actor Detection in the Conflict and Mediation Domain.
PRICAI
Seyyed MohammadSaleh Hosseini, Munawara Saiyara Munia, Latifur Khan, Patrick T. Brandt, Javier Osorio, Vito D'Orazio
2024 B conf
ConfliLPC: Logits and Parameter Calibration for Political Conflict Analysis in Continual Learning.
IEEE Big Data
Xiaodi Li, Niamat Zawad, Patrick T. Brandt, Javier Osorio, Vito D'Orazio, Latifur Khan
2024 — conf
Extractive Question Answering for Spanish and Arabic Political Text.
SBP-BRiMS
Sultan Alsarra, Parker Whitehead, Naif Alatrush, Luay Abdeljaber, Latifur Khan, Javier Osorio, Patrick T. Brandt, Vito D'Orazio
2024 — conf
Keep it Local: Comparing Domain-Specific LLMs in Native and Machine Translated Text using Parallel Corpora on Political Conflict.
FLLM
Javier Osorio, Sultan Alsarra, Amber Converse, Afraa Alshammari, Dagmar Heintze, Latifur Khan, Naif Alatrush, Patrick T. Brandt, Vito D'Orazio, Niamat Zawad, Mahrusa Billah
2024 — conf
Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification.
ACL (1)
Yibo Hu, Erick Skorupa Parolin, Latifur Khan, Patrick T. Brandt, Javier Osorio, Vito D'Orazio
2024 J jnl
The 2023/24 VIEWS Prediction Challenge: Predicting the Number of Fatalities in Armed Conflict, with Uncertainty.
CoRR
Håvard Hegre, Paola Vesco, Michael P. 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
2023 Misc conf
ConfliBERT-Arabic: A Pre-trained Arabic Language Model for Politics, Conflicts and Violence.
RANLP
Sultan Alsarra, Luay Abdeljaber, Wooseong Yang, Niamat Zawad, Latifur Khan, Patrick T. Brandt, Javier Osorio, Vito D'Orazio
2023 — conf
ConfliBERT-Spanish: A Pre-trained Spanish Language Model for Political Conflict and Violence.
CiSt
Wooseong Yang, Sultan Alsarra, Luay Abdeljaber, Niamat Zawad, Zeinab Delaram, Javier Osorio, Latifur Khan, Patrick T. Brandt, Vito D'Orazio
2022 B conf
Confli-T5: An AutoPrompt Pipeline for Conflict Related Text Augmentation.
IEEE Big Data
Erick Skorupa Parolin, Yibo Hu, Latifur Khan, Patrick T. Brandt, Javier Osorio, Vito D'Orazio
2022 — conf
ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence.
NAACL-HLT
Yibo Hu, Seyyed MohammadSaleh Hosseini, Erick Skorupa Parolin, Javier Osorio, Latifur Khan, Patrick T. Brandt, Vito D'Orazio
2022 C conf
Multi-CoPED: A Multilingual Multi-Task Approach for Coding Political Event Data on Conflict and Mediation Domain.
AIES
Erick Skorupa Parolin, Seyyed MohammadSaleh Hosseini, Yibo Hu, Latifur Khan, Patrick T. Brandt, Javier Osorio, Vito D'Orazio
2021 B conf
3M-Transformers for Event Coding on Organized Crime Domain.
DSAA
Erick Skorupa Parolin, Latifur Khan, Javier Osorio, Patrick T. Brandt, Vito D'Orazio, Jennifer S. Holmes
2021 — conf
An Ecosystem of Applications for Modeling Political Violence.
SIGMOD Conference
Aline Bessa, Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Michael Shoemate, Vito D'Orazio, Juliana Freire
2021 — conf
CoMe-KE: A New Transformers Based Approach for Knowledge Extraction in Conflict and Mediation Domain.
IEEE BigData
Erick Skorupa Parolin, Yibo Hu, Latifur Khan, Javier Osorio, Patrick T. Brandt, Vito D'Orazio
2021 — conf
Data-Driven Time Series Forecasting for Social Studies Using Spatio-Temporal Graph Neural Networks.
GoodIT
Yi-Fan Li, Bo Dong, Latifur Khan, Bhavani Thuraisingham, Patrick T. Brandt, Vito D'Orazio
2020 — conf
Automatic Event Coding Framework for Spanish Political News Articles.
BigDataSecurity/HPSC/IDS
Sayeed Salam, Lamisah Khan, Amir El-Ghamry, Patrick T. Brandt, Jennifer S. Holmes, Vito D'Orazio, Javier Osorio
2020 B conf
HANKE: Hierarchical Attention Networks for Knowledge Extraction in Political Science Domain.
DSAA
Erick Skorupa Parolin, Latifur Khan, Javier Osorio, Vito D'Orazio, Patrick T. Brandt, Jennifer S. Holmes
2020 J jnl
Towards Evaluating Exploratory Model Building Process with AutoML Systems.
CoRR
Sungsoo Ray Hong, Sonia Castelo, Vito D'Orazio, Christopher Bethune, Aécio S. R. Santos, Scott Langevin, David Jonker, Enrico Bertini, Juliana Freire
2019 — conf
Modeling and Forecasting Armed Conflict: AutoML with Human-Guided Machine Learning.
IEEE BigData
Vito D'Orazio, James Honaker, Raman Prasady, Michael Shoemate
2019 A conf
Towards human-guided machine learning.
IUI
Yolanda Gil, James Honaker, Shikhar Gupta, Yibo Ma, Vito D'Orazio, Daniel Garijo, Shruti Gadewar, Qifan Yang, Neda Jahanshad
2019 J jnl
UTDEventData: An R package to access political event data.
J. Open Source Softw.
HyoungAh Kim, Vito D'Orazio, Patrick T. Brandt, Michael Shoemate, Sayeed Salam, Latifur Khan, Jared Looper
2018 Misc conf
TwoRavens for Event Data.
IRI
Vito D'Orazio, Marcus Deng, Michael Shoemate
2017 — conf
APART: Automatic Political Actor Recommendation in Real-time.
SBP-BRiMS
Mohiuddin Solaimani, Sayeed Salam, Latifur Khan, Patrick T. Brandt, Vito D'Orazio
2017 — conf
RePAIR: Recommend political actors in real-time from news websites.
IEEE BigData
Mohiuddin Solaimani, Sayeed Salam, Latifur Khan, Patrick T. Brandt, Vito D'Orazio
2015 — conf
Error-Correction and Aggregation in Crowd-Sourcing of Geopolitical Incident Information.
SBP
Alexander G. Ororbia II, Yang Xu, Vito D'Orazio, David Reitter
2014 — conf
Statistical Modeling by Gesture: A graphical, Browser-based Statistical Interface for Data Repositories.
HT (Doctoral Consortium / Late-breaking Results / Workshops)
James Honaker, Vito D'Orazio