Government and Public Policy, School of

Filter
Conference contribution

Search results

  • 2023

    Classifying Organized Criminal Violence in Mexico using ML and LLMs

    Osorio, J. & Vásquez, J., 2023, CASE 2023 - Proceedings of the 6th Workshop on Challenges and Applications of Automated Extraction of Socio-Political Events from Text, associated with 14th International Conference on Recent Advances in Natural Language Processing, RANLP 2023. Hurriyetoglu, A., Tanev, H., Zavarella, V., Yeniterzi, R., Yoruk, E. & Slavcheva, M. (eds.). Incoma Ltd, p. 1-10 10 p. (CASE 2023 - Proceedings of the 6th Workshop on Challenges and Applications of Automated Extraction of Socio-Political Events from Text, associated with 14th International Conference on Recent Advances in Natural Language Processing, RANLP 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

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

    Alsarra, S., Abdeljaber, L., Yang, W., Zawad, N., Khan, L., Brandt, P. T., Osorio, J. & D'Orazio, V. J., 2023, International Conference Recent Advances in Natural Language Processing, RANLP 2023: Large Language Models for Natural Language Processing - Proceedings. Angelova, G., Kunilovskaya, M. & Mitkov, R. (eds.). Incoma Ltd, p. 98-108 11 p. (International Conference Recent Advances in Natural Language Processing, RANLP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1 Scopus citations

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

    Yang, W., Alsarra, S., Abdeljaber, L., Zawad, N., Delaram, Z., Osorio, J., Khan, L., Brandt, P. T. & D'Orazio, V., 2023, CiSt 2023 - 7th IEEE International Congress on Information Science and Technology. Institute of Electrical and Electronics Engineers Inc., p. 287-292 6 p. (Colloquium in Information Science and Technology, CIST).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2022

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

    Hu, Y., Hosseini, M. S., Parolin, E. S., Osorio, J., Khan, L., Brandt, P. T. & D'Orazio, V. J., 2022, NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 5469-5482 14 p. (NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    22 Scopus citations

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

    Parolin, E. S., Hu, Y., Khan, L., Brandt, P. T., Osorio, J. & D'Orazio, V., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1906-1913 8 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Multi-CoPED: A multilingual multi-Task approach for coding political event data on conflict and mediation domain

    Parolin, E. S., Hosseini, M., Hu, Y., Khan, L., Brandt, P. T., Osorio, J. & D'Orazio, V., Jul 26 2022, AIES 2022 - Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society. Association for Computing Machinery, Inc, p. 700-711 12 p. (AIES 2022 - Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    6 Scopus citations
  • 2021

    3M-Transformers for Event Coding on Organized Crime Domain

    Parolin, E. S., Khan, L., Osorio, J., Brandt, P. T., D’Orazio, V. & Holmes, J., 2021, 2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations

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

    Parolin, E. S., Hu, Y., Khan, L., Osorio, J., Brandt, P. T. & D'Orazio, V., 2021, Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021. Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1449-1459 11 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations
  • 2020

    Automatic Event Coding Framework for Spanish Political News Articles

    Salam, S., Khan, L., El-Ghamry, A., Brandt, P., Holmes, J., D'Orazio, V. & Osorio, J., May 2020, Proceedings - 2020 IEEE 6th Intl Conference on Big Data Security on Cloud, BigDataSecurity 2020, 2020 IEEE Intl Conference on High Performance and Smart Computing, HPSC 2020 and 2020 IEEE Intl Conference on Intelligent Data and Security, IDS 2020. Institute of Electrical and Electronics Engineers Inc., p. 246-253 8 p. 9123024. (Proceedings - 2020 IEEE 6th Intl Conference on Big Data Security on Cloud, BigDataSecurity 2020, 2020 IEEE Intl Conference on High Performance and Smart Computing, HPSC 2020 and 2020 IEEE Intl Conference on Intelligent Data and Security, IDS 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Enhancing the Detection of Criminal Organizations in Mexico using ML and NLP

    Osorio, J. & Beltran, A., Jul 2020, 2020 International Joint Conference on Neural Networks, IJCNN 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9207039. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    13 Scopus citations

  • HANKE: Hierarchical attention networks for knowledge extraction in political science domain

    Skorupa Parolin, E., Khan, L., Osorio, J., D'Orazio, V., Brandt, P. T. & Holmes, J., Oct 2020, Proceedings - 2020 IEEE 7th International Conference on Data Science and Advanced Analytics, DSAA 2020. Webb, G., Zhang, Z., Tseng, V. S., Williams, G., Vlachos, M. & Cao, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 410-419 10 p. 9260022. (Proceedings - 2020 IEEE 7th International Conference on Data Science and Advanced Analytics, DSAA 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations
  • 2019

    Incivility detection in online comments

    Sadeque, F., Rains, S., Shmargad, Y., Kenski, K., Coe, K. & Bethard, S., 2019, *SEM@NAACL-HLT 2019 - 8th Joint Conference on Lexical and Computational Semantics. Association for Computational Linguistics (ACL), p. 283-291 9 p. (*SEM@NAACL-HLT 2019 - 8th Joint Conference on Lexical and Computational Semantics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    14 Scopus citations
  • 2017

    Network perspectives on privacy and security in the internet of things: From actor-network theory to social network analysis

    Shmargad, Y., 2017, SS-17-01: Artificial Intelligene for the Social Good; SS-17-02: Computational Construction Grammar and Natural Language Understanding; SS-17-03: Computational Context: Why It's Important, What It Means, and Can It Be Computed?; SS-17-04: Designing the User Experience of Machine Learning Systems; SS-17-05: Interactive Multisensory Object Perception for Embodied Agents; SS-17-06: Learning from Observation of Humans; SS-17-07: Science of Intelligence: Computational Principles of Natural and Artificial Intelligence; SS-17-08: Wellbeing AI: From Machine Learning to Subjectivity Oriented Computing. AI Access Foundation, p. 351-353 3 p. (AAAI Spring Symposium - Technical Report; vol. SS-17-01 - SS-17-08).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations
  • 2015

    Social visibility and the gifting of digital goods

    Watts, J. K. M. & Shmargad, Y., Nov 2 2015, COSN 2015 - Proceedings of the 2015 ACM Conference on Online Social Networks. Association for Computing Machinery, Inc, p. 49-58 10 p. (COSN 2015 - Proceedings of the 2015 ACM Conference on Online Social Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations
  • 2014

    Social media broadcasts and the maintenance of diverse networks

    Shmargad, Y., 2014, 35th International Conference on Information Systems "Building a Better World Through Information Systems", ICIS 2014. Association for Information Systems

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations
  • 2011

    Application of a profile similarity methodology for identifying terrorist groups that use or pursue CBRN weapons

    Breiger, R. L., Ackerman, G. A., Asal, V., Melamed, D., Milward, H. B., Rethemeyer, R. K. & Schoon, E., 2011, Social Computing, Behavioral-Cultural Modeling and Prediction - 4th International Conference, SBP 2011, Proceedings. p. 26-33 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6589 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Scopus citations
  • 2006

    Collective systems for water management: Is the Tragedy of the Commons a myth?

    Schlager, E. & López-Gunn, E., 2006, Water Crisis: Myth or Reality Marcelino Botin Water Forum 2004. p. 43-58 16 p. (Water Crisis: Myth or Reality Marcelino Botin Water Forum 2004).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    20 Scopus citations