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ORCIDJoseph Marvin Imperial
Joseph Marvin R. Imperial
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2020 – today
- 2024
[c27]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:
The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline. BEA 2024: 571-589- [c26]Joseph Marvin Imperial, Harish Tayyar Madabushi:
SpeciaLex: A Benchmark for In-Context Specialized Lexicon Learning. EMNLP (Findings) 2024: 930-965 - [c25]Joseph Marvin Imperial, Gail Forey, Harish Tayyar Madabushi:
Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation. EMNLP 2024: 1573-1594 - [c24]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:
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. EMNLP 2024: 5155-5203 - [c23]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:
Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI. ICML 2024 - [c22]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:
Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark. NAACL-HLT 2024: 4322-4337 - [i22]Joseph Marvin Imperial, Gail Forey, Harish Tayyar Madabushi:
Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation. CoRR abs/2402.12593 (2024) - [i21]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:
Introducing v0.5 of the AI Safety Benchmark from MLCommons. CoRR abs/2404.12241 (2024) - [i20]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:
Near to Mid-term Risks and Opportunities of Open Source Generative AI. CoRR abs/2404.17047 (2024) - [i19]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:
Risks and Opportunities of Open-Source Generative AI. CoRR abs/2405.08597 (2024) - [i18]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:
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. CoRR abs/2406.10118 (2024) - [i17]Joseph Marvin Imperial, Harish Tayyar Madabushi:
SpeciaLex: A Benchmark for In-Context Specialized Lexicon Learning. CoRR abs/2407.13297 (2024) - 2023
- [c21]Joseph Marvin Imperial, Ekaterina Kochmar:
Automatic Readability Assessment for Closely Related Languages. ACL (Findings) 2023: 5371-5386 - [c20]Joseph Marvin Imperial, Ekaterina Kochmar:
BasahaCorpus: An Expanded Linguistic Resource for Readability Assessment in Central Philippine Languages. EMNLP 2023: 6302-6309 - [c19]Joseph Marvin Imperial, Harish Tayyar Madabushi:
Uniform Complexity for Text Generation. EMNLP (Findings) 2023: 12025-12046 - [c18]Mideth B. Abisado, Lany L. Maceda, Ramon Rodriguez, Joseph Marvin Imperial, Myron Darrel Montefalcon, Jay Rhald Padilla, Gizelle Ponce:
Discovering Insights via Hybrid Thematic Analysis: A Case Study on Disaster Risk Reduction and Management for Legazpi City, Albay. MLIS 2023: 16-24 - [c17]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:
CebuaNER: A New Baseline Cebuano Named Entity Recognition Model. PACLIC 2023: 792-800 - [c16]Alexander A. Hernandez, Mideth B. Abisado, Ramon L. Rodriguez, Joseph Marvin R. Imperial:
Predicting the Use Behavior of Higher Education Students on ChatGPT: Evidence from the Philippines. TALE 2023: 1-7 - [i16]Joseph Marvin Imperial, Ekaterina Kochmar:
Automatic Readability Assessment for Closely Related Languages. CoRR abs/2305.13478 (2023) - [i15]Joseph Marvin Imperial, Harish Tayyar Madabushi:
Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models. CoRR abs/2309.05454 (2023) - [i14]Ma. Beatrice Emanuela Pilar, Ellyza Mari Papas, Mary Loise Buenaventura, Dane Dedoroy, Myron Darrel Montefalcon, Jay Rhald Padilla, Lany L. Maceda, Mideth B. Abisado, Joseph Marvin Imperial:
CebuaNER: A New Baseline Cebuano Named Entity Recognition Model. CoRR abs/2310.00679 (2023) - [i13]Joseph Marvin Imperial, Ekaterina Kochmar:
BasahaCorpus: An Expanded Linguistic Resource for Readability Assessment in Central Philippine Languages. CoRR abs/2310.11584 (2023) - [i12]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:
Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark. CoRR abs/2311.09122 (2023) - 2022
- [c15]Michael Ibañez, Lloyd Lois Antonie Reyes, Ranz Sapinit, Mohammed Hussien, Joseph Marvin Imperial:
On Applicability of Neural Language Models for Readability Assessment in Filipino. AIED (2) 2022: 573-576 - [c14]Lamar Clarence Cruz, Jessica Nicole dela Cruz, Shane Francis Maglangit, Mico C. Magtira, Joseph Marvin Imperial, Ramon Rodriguez:
Is Twitter an Echo Chamber? Connecting Online Public Sentiments to Actual Results From the 2019 Philippine Midterm Elections. IALP 2022: 57-62 - [c13]Jomari Valmadrid Ramos, John Michael Ballesta, Andrew Kobe Lee Yam, Moises Kairon Mogol, Ramon Rodriguez, Joseph Marvin Imperial:
WikAnalytics: A Web-based Application for Identifying Linguistic Features of a Text Group Supporting Filipino, English, and Taglish Languages. MLMI 2022: 190-198 - [c12]Lamar Clarence Cruz, Jessica Nicole dela Cruz, Shane Francis Maglangit, Mico C. Magtira, Joseph Marvin Imperial, Ramon Rodriguez:
Changing Topics for Changing Times: Thematic and Temporal-Based Analysis of the Philippine Senatorial and Midterm Elections. NLPIR 2022: 130-136 - [i11]Joseph Marvin Imperial:
NU HLT at CMCL 2022 Shared Task: Multilingual and Crosslingual Prediction of Human Reading Behavior in Universal Language Space. CoRR abs/2202.10855 (2022) - [i10]Lloyd Lois Antonie Reyes, Michael Antonio Ibañez, Ranz Sapinit, Mohammed Hussien, Joseph Marvin Imperial:
A Baseline Readability Model for Cebuano. CoRR abs/2203.17225 (2022) - [i9]Joseph Marvin Imperial:
Uniform Complexity for Text Generation. CoRR abs/2204.05185 (2022) - 2021
- [c11]Joseph Marvin Imperial, Manolito V. Octaviano, Jesvir Zuniega:
Deploying Kalahok 1.0: Profiling Disaster-Stricken Communities Towards Intervention Initiatives. GHTC 2021: 20-23 - [c10]Michael Ibañez, Ranz Sapinit, Lloyd Antonie Reyes, Mohammed Hussien, Joseph Marvin Imperial, Ramon Rodriguez:
Audio-Based Hate Speech Classification from Online Short-Form Videos. IALP 2021: 72-77 - [c9]Joseph Marvin Imperial, Angelica H. De La Cruz, Emmanuel Malaay, Rachel Edita Roxas:
Cross-Textual Analysis of COVID-19 Tweets: On Themes and Trends Over Time. ICICT (2) 2021: 813-821 - [c8]Joseph Marvin Imperial, Ethel Chua Joy Ong:
Under the Microscope: Interpreting Readability Assessment Models for Filipino. PACLIC 2021: 1-10 - [c7]Rachel E. O. Roxas, Joseph Marvin Imperial, Angelica H. De La Cruz:
Science Mapping of Publications in Natural Language Processing in the Philippines: 2006 to 2020. PACLIC 2021: 721-730 - [c6]Joseph Marvin Imperial:
BERT Embeddings for Automatic Readability Assessment. RANLP 2021: 611-618 - [i8]Clark Emmanuel Paulo, Arvin Ken Ramirez, David Clarence Reducindo, Rannie Mark Mateo, Joseph Marvin Imperial:
A Simple Disaster-Related Knowledge Base for Intelligent Agents. CoRR abs/2101.10014 (2021) - [i7]Joseph Marvin Imperial, Ethel Ong:
Application of Lexical Features Towards Improvement of Filipino Readability Identification of Children's Literature. CoRR abs/2101.10537 (2021) - [i6]Joseph Marvin Imperial, Ethel Ong:
A Simple Post-Processing Technique for Improving Readability Assessment of Texts using Word Mover's Distance. CoRR abs/2103.07277 (2021) - [i5]Joseph Marvin Imperial:
Knowledge-Rich BERT Embeddings for Readability Assessment. CoRR abs/2106.07935 (2021) - [i4]Joseph Marvin Imperial:
How Do Pedophiles Tweet? Investigating the Writing Styles and Online Personas of Child Cybersex Traffickers in the Philippines. CoRR abs/2107.09881 (2021) - [i3]Joseph Marvin Imperial, Ethel Ong:
Diverse Linguistic Features for Assessing Reading Difficulty of Educational Filipino Texts. CoRR abs/2108.00241 (2021) - [i2]Joseph Marvin Imperial, Ethel Ong:
Under the Microscope: Interpreting Readability Assessment Models for Filipino. CoRR abs/2110.00157 (2021) - 2020
- [c5]Joseph Marvin Imperial, Ethel Ong:
Exploring Hybrid Linguistic Feature Sets to Measure Filipino Text Readability. IALP 2020: 175-180 - [c4]Clark Emmanuel Paulo, Arvin Ken Ramirez, David Clarence Reducindo, Rannie Mark Mateo, Joseph Marvin Imperial:
A Simple Disaster-Related Knowledge Base for Intelligent Agents. PACLIC 2020: 243-251 - [c3]Joseph Marvin Imperial, Ethel Ong:
Semi-automatic Construction of Sight Words Dictionary for Filipino Text Readability. PKAW 2020: 168-177
2010 – 2019
- 2019
- [c2]Joseph Marvin R. Imperial, Czeritonnie Gail V. Ya-On, Jennifer C. Ureta:
An experimental Tagalog Finite State Automata spellchecker with Levenshtein edit-distance feature. IALP 2019: 240-243 - [c1]Joseph Marvin Imperial, Rachel Edita Roxas, Erica Mae Campos, Jemelee Oandasan, Reyniel Caraballo, Ferry Winsley Sabdani, Ani Rosa Almaroi:
Developing a machine learning-based grade level classifier for Filipino children's literature. IALP 2019: 413-418 - [i1]Joseph Marvin Imperial, Jeyrome Orosco, Shiela Mae Mazo, Lany L. Maceda:
Sentiment Analysis of Typhoon Related Tweets using Standard and Bidirectional Recurrent Neural Networks. CoRR abs/1908.01765 (2019)
Coauthor Index
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