Joseph Marvin Imperial

According to our database, Joseph Marvin Imperial authored at least 42 papers between 2019 and 2024.

Collaborative distances:

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

2024

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages.

Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar, Lester James V. Miranda, Jennifer Santoso, Elyanah Aco, Akhdan Fadhilah, Jonibek Mansurov, Joseph Marvin Imperial, Onno Pepijn Kampman, Joel Ruben Antony Moniz, Muhammad Ravi Shulthan Habibi, Frederikus Hudi, Railey Montalan, Ryan Ignatius, Joanito Agili Lopo, William Nixon, Börje F. Karlsson, James Jaya, Ryandito Diandaru, Yuze Gao, Patrick Amadeus Irawan, Bin Wang, Jan Christian Blaise Cruz, Chenxi Whitehouse, Ivan Halim Parmonangan, Maria Khelli, Wenyu Zhang, Lucky Susanto, Reynard Adha Ryanda, Sonny Lazuardi Hermawan, Dan John Velasco, Muhammad Dehan Al Kautsar, Willy Fitra Hendria, Yasmin Moslem, Noah Flynn, Muhammad Farid Adilazuarda, Haochen Li, Johanes Lee, R. Damanhuri, Shuo Sun, Muhammad Reza Qorib, Amirbek Djanibekov, Wei Qi Leong, Quyet V. Do, Niklas Muennighoff, Tanrada Pansuwan, Ilham Firdausi Putra, Yan Xu, Ngee Chia Tai, Ayu Purwarianti, Sebastian Ruder, William-Chandra Tjhi, Peerat Limkonchotiwat, Alham Fikri Aji, Sedrick Keh, Genta Indra Winata, Ruochen Zhang, Fajri Koto, Zheng Xin Yong, Samuel Cahyawijaya

CoRR, 2024

Risks and Opportunities of Open-Source Generative AI.

Francisco Eiras, Aleksandar Petrov, Bertie Vidgen, Christian Schröder de Witt, Fabio Pizzati, Katherine Elkins, Supratik Mukhopadhyay, Adel Bibi, Aaron Purewal, Botos Csaba, Fabro Steibel, Fazel Keshtkar, Fazl Barez, Genevieve Smith, Gianluca Guadagni, Jon Chun, Jordi Cabot, Joseph Marvin Imperial, Juan Arturo Nolazco, Lori Landay, Matthew Thomas Jackson, Philip H. S. Torr, Trevor Darrell, Yong Suk Lee, Jakob N. Foerster

CoRR, 2024

Near to Mid-term Risks and Opportunities of Open Source Generative AI.

Francisco Eiras, Aleksandar Petrov, Bertie Vidgen, Christian Schröder de Witt, Fabio Pizzati, Katherine Elkins, Supratik Mukhopadhyay, Adel Bibi, Botos Csaba, Fabro Steibel, Fazl Barez, Genevieve Smith, Gianluca Guadagni, Jon Chun, Jordi Cabot, Joseph Marvin Imperial, Juan A. Nolazco-Flores, Lori Landay, Matthew Thomas Jackson, Paul Röttger, Philip H. S. Torr, Trevor Darrell, Yong Suk Lee, Jakob N. Foerster

CoRR, 2024

Introducing v0.5 of the AI Safety Benchmark from MLCommons.

Bertie Vidgen, Adarsh Agrawal, Ahmed M. Ahmed, Victor Akinwande, Namir Al-Nuaimi, Najla Alfaraj, Elie Alhajjar, Lora Aroyo, Trupti Bavalatti, Borhane Blili-Hamelin, Kurt D. Bollacker, Rishi Bomassani, Marisa Ferrara Boston, Siméon Campos, Kal Chakra, Canyu Chen, Cody Coleman, Zacharie Delpierre Coudert, Leon Derczynski, Debojyoti Dutta, Ian Eisenberg, James Ezick, Heather Frase, Brian Fuller, Ram Gandikota, Agasthya Gangavarapu, Ananya Gangavarapu, James Gealy, Rajat Ghosh, James Goel, Usman Gohar, Subhra S. Goswami, Scott A. Hale, Wiebke Hutiri, Joseph Marvin Imperial, Surgan Jandial, Nick Judd, Felix Juefei-Xu, Foutse Khomh, Bhavya Kailkhura, Hannah Rose Kirk, Kevin Klyman, Chris Knotz, Michael Kuchnik, Shachi H. Kumar, Chris Lengerich, Bo Li, Zeyi Liao, Eileen Peters Long, Victor Lu, Yifan Mai, Priyanka Mary Mammen, Kelvin Manyeki, Sean McGregor, Virendra Mehta, Shafee Mohammed, Emanuel Moss, Lama Nachman, Dinesh Jinenhally Naganna, Amin Nikanjam, Besmira Nushi, Luis Oala, Iftach Orr, Alicia Parrish, Cigdem Patlak, William Pietri, Forough Poursabzi-Sangdeh, Eleonora Presani, Fabrizio Puletti, Paul Röttger, Saurav Sahay, Tim Santos, Nino Scherrer, Alice Schoenauer Sebag, Patrick Schramowski, Abolfazl Shahbazi, Vin Sharma, Xudong Shen, Vamsi Sistla, Leonard Tang, Davide Testuggine, Vithursan Thangarasa, Elizabeth Anne Watkins, Rebecca Weiss, Chris Welty, Tyler Wilbers, Adina Williams, Carole-Jean Wu, Poonam Yadav, Xianjun Yang, Yi Zeng, Wenhui Zhang, Fedor Zhdanov, Jiacheng Zhu, Percy Liang, Peter Mattson, Joaquin Vanschoren

CoRR, 2024

Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark.

Stephen Mayhew, Terra Blevins, Shuheng Liu, Marek Suppa, Hila Gonen, Joseph Marvin Imperial, Börje Karlsson, Peiqin Lin, Nikola Ljubesic, Lester James V. Miranda, Barbara Plank, Arij Riabi, Yuval Pinter

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI.

Francisco Eiras, Aleksandar Petrov, Bertie Vidgen, Christian Schröder de Witt, Fabio Pizzati, Katherine Elkins, Supratik Mukhopadhyay, Adel Bibi, Botos Csaba, Fabro Steibel, Fazl Barez, Genevieve Smith, Gianluca Guadagni, Jon Chun, Jordi Cabot, Joseph Marvin Imperial, Juan A. Nolazco-Flores, Lori Landay, Matthew Thomas Jackson, Paul Röttger, Philip H. S. Torr, Trevor Darrell, Yong Suk Lee, Jakob N. Foerster

Proceedings of the Forty-first International Conference on Machine Learning, 2024

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages.

Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar, Lester James V. Miranda, Jennifer Santoso, Elyanah Aco, Akhdan Fadhilah, Jonibek Mansurov, Joseph Marvin Imperial, Onno Kampman, Joel Ruben Antony Moniz, Muhammad Ravi Shulthan Habibi, Frederikus Hudi, Jann Montalan, Ryan Hadiwijaya, Joanito Agili Lopo, William Nixon, Börje Karlsson, James Jaya, Ryandito Diandaru, Yuze Gao, Patrick Amadeus Irawan, Bin Wang, Jan Christian Blaise Cruz, Chenxi Whitehouse, Ivan Halim Parmonangan, Maria Khelli, Wenyu Zhang, Lucky Susanto, Reynard Adha Ryanda, Sonny Lazuardi Hermawan, Dan John Velasco, Muhammad Dehan Al Kautsar, Willy Fitra Hendria, Yasmin Moslem, Noah Flynn, Muhammad Farid Adilazuarda, Haochen Li, Johanes Lee, R. Damanhuri, Shuo Sun, Muhammad Reza Qorib, Amirbek Djanibekov, Wei Qi Leong, Quyet V. Do, Niklas Muennighoff, Tanrada Pansuwan, Ilham Firdausi Putra, Yan Xu, Ngee Tai Chia, Ayu Purwarianti, Sebastian Ruder, William-Chandra Tjhi, Peerat Limkonchotiwat, Alham Fikri Aji, Sedrick Keh, Genta Indra Winata, Ruochen Zhang, Fajri Koto, Zheng Xin Yong, Samuel Cahyawijaya

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

SpeciaLex: A Benchmark for In-Context Specialized Lexicon Learning.

Joseph Marvin Imperial, Harish Tayyar Madabushi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation.

Joseph Marvin Imperial, Gail Forey, Harish Tayyar Madabushi

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline.

Matthew Shardlow, Fernando Alva-Manchego, Riza Batista-Navarro, Stefan Bott, Saúl Calderón Ramírez, Rémi Cardon, Thomas François, Akio Hayakawa, Andrea Horbach, Anna Hülsing, Yusuke Ide, Joseph Marvin Imperial, Adam Nohejl, Kai North, Laura Occhipinti, Nelson Perez-Rojas, Nishat Raihan, Tharindu Ranasinghe, Martin Solis-Salazar, Sanja Stajner, Marcos Zampieri, Horacio Saggion

Proceedings of the 19th Workshop on Innovative Use of NLP for Building Educational Applications, 2024

2023

Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark.

Stephen Mayhew, Terra Blevins, Shuheng Liu, Marek Suppa, Hila Gonen, Joseph Marvin Imperial, Börje F. Karlsson, Peiqin Lin, Nikola Ljubesic, LJ Miranda, Barbara Plank, Arij Riabi, Yuval Pinter

CoRR, 2023

Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models.

Joseph Marvin Imperial, Harish Tayyar Madabushi

CoRR, 2023

Predicting the Use Behavior of Higher Education Students on ChatGPT: Evidence from the Philippines.

Alexander A. Hernandez, Mideth B. Abisado, Ramon L. Rodriguez, Joseph Marvin R. Imperial

Proceedings of the IEEE International Conference on Teaching, 2023

CebuaNER: A New Baseline Cebuano Named Entity Recognition Model.

Ma. Beatrice Emanuela Pilar, Dane Dedoroy, Ellyza Mari Papas, Mary Loise Buenaventura, Myron Darrel Montefalcon, Jay Rhald Padilla, Joseph Marvin Imperial, Mideth B. Abisado, Lany L. Maceda

Proceedings of the 37th Pacific Asia Conference on Language, 2023

Discovering Insights via Hybrid Thematic Analysis: A Case Study on Disaster Risk Reduction and Management for Legazpi City, Albay.

Mideth B. Abisado, Lany L. Maceda, Ramon Rodriguez, Joseph Marvin Imperial, Myron Darrel Montefalcon, Jay Rhald Padilla, Gizelle Ponce

Proceedings of the Machine Learning and Artificial Intelligence, 2023

Uniform Complexity for Text Generation.

Joseph Marvin Imperial, Harish Tayyar Madabushi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

BasahaCorpus: An Expanded Linguistic Resource for Readability Assessment in Central Philippine Languages.

Joseph Marvin Imperial, Ekaterina Kochmar

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Automatic Readability Assessment for Closely Related Languages.

Joseph Marvin Imperial, Ekaterina Kochmar

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Uniform Complexity for Text Generation.

Joseph Marvin Imperial

CoRR, 2022

A Baseline Readability Model for Cebuano.

Lloyd Lois Antonie Reyes, Michael Antonio Ibañez, Ranz Sapinit, Mohammed Hussien, Joseph Marvin Imperial

CoRR, 2022

NU HLT at CMCL 2022 Shared Task: Multilingual and Crosslingual Prediction of Human Reading Behavior in Universal Language Space.

Joseph Marvin Imperial

CoRR, 2022

Changing Topics for Changing Times: Thematic and Temporal-Based Analysis of the Philippine Senatorial and Midterm Elections.

Lamar Clarence Cruz, Jessica Nicole dela Cruz, Shane Francis Maglangit, Mico C. Magtira, Joseph Marvin Imperial, Ramon Rodriguez

Proceedings of the 2022 6th International Conference on Natural Language Processing and Information Retrieval, 2022

WikAnalytics: A Web-based Application for Identifying Linguistic Features of a Text Group Supporting Filipino, English, and Taglish Languages.

Jomari Valmadrid Ramos, John Michael Ballesta, Andrew Kobe Lee Yam, Moises Kairon Mogol, Ramon Rodriguez, Joseph Marvin Imperial

Proceedings of the 5th International Conference on Machine Learning and Machine Intelligence, 2022

Is Twitter an Echo Chamber? Connecting Online Public Sentiments to Actual Results From the 2019 Philippine Midterm Elections.

Lamar Clarence Cruz, Jessica Nicole dela Cruz, Shane Francis Maglangit, Mico C. Magtira, Joseph Marvin Imperial, Ramon Rodriguez

Proceedings of the International Conference on Asian Language Processing, 2022

On Applicability of Neural Language Models for Readability Assessment in Filipino.

Michael Ibañez, Lloyd Lois Antonie Reyes, Ranz Sapinit, Mohammed Hussien, Joseph Marvin Imperial

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners' and Doctoral Consortium, 2022

2021

Diverse Linguistic Features for Assessing Reading Difficulty of Educational Filipino Texts.

Joseph Marvin Imperial, Ethel Ong

CoRR, 2021

How Do Pedophiles Tweet? Investigating the Writing Styles and Online Personas of Child Cybersex Traffickers in the Philippines.

Joseph Marvin Imperial

CoRR, 2021

Knowledge-Rich BERT Embeddings for Readability Assessment.

Joseph Marvin Imperial

CoRR, 2021

A Simple Post-Processing Technique for Improving Readability Assessment of Texts using Word Mover's Distance.

Joseph Marvin Imperial, Ethel Ong

CoRR, 2021

Application of Lexical Features Towards Improvement of Filipino Readability Identification of Children's Literature.

Joseph Marvin Imperial, Ethel Ong

CoRR, 2021

BERT Embeddings for Automatic Readability Assessment.

Joseph Marvin Imperial

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Science Mapping of Publications in Natural Language Processing in the Philippines: 2006 to 2020.

Rachel E. O. Roxas, Joseph Marvin Imperial, Angelica H. De La Cruz

Proceedings of the 35th Pacific Asia Conference on Language, Information and Computation, 2021

Under the Microscope: Interpreting Readability Assessment Models for Filipino.

Joseph Marvin Imperial, Ethel Chua Joy Ong

Proceedings of the 35th Pacific Asia Conference on Language, Information and Computation, 2021

Cross-Textual Analysis of COVID-19 Tweets: On Themes and Trends Over Time.

Joseph Marvin Imperial, Angelica H. De La Cruz, Emmanuel Malaay, Rachel Edita Roxas

Proceedings of Sixth International Congress on Information and Communication Technology, 2021

Audio-Based Hate Speech Classification from Online Short-Form Videos.

Michael Ibañez, Ranz Sapinit, Lloyd Antonie Reyes, Mohammed Hussien, Joseph Marvin Imperial, Ramon Rodriguez

Proceedings of the International Conference on Asian Language Processing, 2021

Deploying Kalahok 1.0: Profiling Disaster-Stricken Communities Towards Intervention Initiatives.

Joseph Marvin Imperial, Manolito V. Octaviano, Jesvir Zuniega

Proceedings of the IEEE Global Humanitarian Technology Conference, 2021

2020

Semi-automatic Construction of Sight Words Dictionary for Filipino Text Readability.

Joseph Marvin Imperial, Ethel Ong

Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2020

A Simple Disaster-Related Knowledge Base for Intelligent Agents.

Clark Emmanuel Paulo, Arvin Ken Ramirez, David Clarence Reducindo, Rannie Mark Mateo, Joseph Marvin Imperial

Proceedings of the 34th Pacific Asia Conference on Language, Information and Computation, 2020

Exploring Hybrid Linguistic Feature Sets to Measure Filipino Text Readability.

Joseph Marvin Imperial, Ethel Ong

Proceedings of the International Conference on Asian Language Processing, 2020

2019

Sentiment Analysis of Typhoon Related Tweets using Standard and Bidirectional Recurrent Neural Networks.

Joseph Marvin Imperial, Jeyrome Orosco, Shiela Mae Mazo, Lany L. Maceda

CoRR, 2019

An experimental Tagalog Finite State Automata spellchecker with Levenshtein edit-distance feature.

Joseph Marvin R. Imperial, Czeritonnie Gail V. Ya-On, Jennifer C. Ureta

Proceedings of the International Conference on Asian Language Processing, 2019

Developing a machine learning-based grade level classifier for Filipino children's literature.

Joseph Marvin Imperial, Rachel Edita Roxas, Erica Mae Campos, Jemelee Oandasan, Reyniel Caraballo, Ferry Winsley Sabdani, Ani Rosa Almaroi

Proceedings of the International Conference on Asian Language Processing, 2019