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 (IALP, 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 (IALP, 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)

Exploring Hybrid Linguistic Feature Sets to Measure Filipino Text Readability. - Joseph Marvin Imperial; Ethel Ong 001 (IALP, 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 (PACLIC, 2020)

Semi-automatic Construction of Sight Words Dictionary for Filipino Text Readability. - Joseph Marvin Imperial; Ethel Ong 001 (PKAW, 2020)

Deploying Kalahok 1.0: Profiling Disaster-Stricken Communities Towards Intervention Initiatives. - Joseph Marvin Imperial; Manolito V. Octaviano; Jesvir Zuniega (GHTC, 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 (IALP, 2021)

Diverse Linguistic Features for Assessing Reading Difficulty of Educational Filipino Texts. - Joseph Marvin Imperial; Ethel Ong 001 (ICCE, 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 (ICICT (2), 2021)

Under the Microscope: Interpreting Readability Assessment Models for Filipino. - Joseph Marvin Imperial; Ethel Chua Joy Ong (PACLIC, 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 (PACLIC, 2021)

BERT Embeddings for Automatic Readability Assessment. - Joseph Marvin Imperial (RANLP, 2021)

Application of Lexical Features Towards Improvement of Filipino Readability Identification of Children's Literature. - Joseph Marvin Imperial; Ethel Ong 001 (CoRR, 2021)

A Simple Post-Processing Technique for Improving Readability Assessment of Texts using Word Mover's Distance. - Joseph Marvin Imperial; Ethel Ong 001 (CoRR, 2021)

Knowledge-Rich BERT Embeddings for Readability Assessment. - Joseph Marvin Imperial (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)

On Applicability of Neural Language Models for Readability Assessment in Filipino. - Michael Ibañez; Lloyd Lois Antonie Reyes; Ranz Sapinit; Mohammed Hussien; Joseph Marvin Imperial (AIED (2), 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 (IALP, 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 (MLMI, 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 (NLPIR, 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)

A Baseline Readability Model for Cebuano. - Lloyd Lois Antonie Reyes; Michael Antonio Ibañez; Ranz Sapinit; Mohammed Hussien; Joseph Marvin Imperial (CoRR, 2022)

Uniform Complexity for Text Generation. - Joseph Marvin Imperial (CoRR, 2022)

Automatic Readability Assessment for Closely Related Languages. - Joseph Marvin Imperial; Ekaterina Kochmar (ACL (Findings), 2023)

BasahaCorpus: An Expanded Linguistic Resource for Readability Assessment in Central Philippine Languages. - Joseph Marvin Imperial; Ekaterina Kochmar (EMNLP, 2023)

Uniform Complexity for Text Generation. - Joseph Marvin Imperial; Harish Tayyar Madabushi (EMNLP (Findings), 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 (MLIS, 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 (PACLIC, 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 (TALE, 2023)

Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models. - Joseph Marvin Imperial; Harish Tayyar Madabushi (CoRR, 2023)

Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark. - Stephen Mayhew 002; Terra Blevins; Shuheng Liu 002; Marek Suppa; Hila Gonen; Joseph Marvin Imperial; Börje F. Karlsson; Peiqin Lin; Nikola Ljubesic; LJ Miranda; Barbara Plank; Arij Riabi; et al. (CoRR, 2023)

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; et al. (BEA, 2024)

Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation. - Joseph Marvin Imperial; Gail Forey; Harish Tayyar Madabushi (EMNLP, 2024)

SpeciaLex: A Benchmark for In-Context Specialized Lexicon Learning. - Joseph Marvin Imperial; Harish Tayyar Madabushi (EMNLP (Findings), 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; et al. (EMNLP, 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; et al. (ICML, 2024)

Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark. - Stephen Mayhew 002; Terra Blevins; Shuheng Liu 002; Marek Suppa; Hila Gonen; Joseph Marvin Imperial; Börje Karlsson 001; Peiqin Lin; Nikola Ljubesic; Lester James V. Miranda; Barbara Plank; Arij Riabi; et al. (NAACL-HLT, 2024)

Introducing v0.5 of the AI Safety Benchmark from MLCommons. - Bertie Vidgen; Adarsh Agrawal; Ahmed M. Ahmed 004; Victor Akinwande; Namir Al-Nuaimi; Najla Alfaraj; Elie Alhajjar; Lora Aroyo; Trupti Bavalatti; Borhane Blili-Hamelin; Kurt D. Bollacker; Rishi Bomassani; et al. (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; et al. (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; et al. (CoRR, 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; et al. (CoRR, 2024)

Natural Language Generation with Expert Standards. - Joseph Marvin Imperial (AAAI, 2025)

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia. - Samuel Cahyawijaya; Holy Lovenia; Joel Ruben Antony Moniz; Tack Hwa Wong; Mohammad Rifqi Farhansyah; Thant Thiri Maung; Frederikus Hudi; David Anugraha; Muhammad Ravi Shulthan Habibi; Muhammad Reza Qorib; Amit Agarwal; Joseph Marvin Imperial; et al. (ACL (1), 2025)

INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge. - Angelika Romanou; Negar Foroutan; Anna Sotnikova; Zeming Chen 001; Sree Harsha Nelaturu; Shivalika Singh; Rishabh Maheshwary; Micol Altomare; Mohamed A. Haggag; Imanol Schlag; Marzieh Fadaee; Sara Hooker; et al. (ICLR, 2025)

Standardizing Intelligence: Aligning Generative AI for Regulatory and Operational Compliance. - Joseph Marvin Imperial; Matthew D. Jones; Harish Tayyar Madabushi (CoRR, 2025)

AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons. - Shaona Ghosh; Heather Frase; Adina Williams; Sarah Luger; Paul Röttger; Fazl Barez; Sean McGregor; Kenneth Fricklas; Mala Kumar; Quentin Feuillade-Montixi; Kurt Bollacker; Felix Friedrich; et al. (CoRR, 2025)

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia. - Samuel Cahyawijaya; Holy Lovenia; Joel Ruben Antony Moniz; Tack Hwa Wong; Mohammad Rifqi Farhansyah; Thant Thiri Maung; Frederikus Hudi; David Anugraha; Muhammad Ravi Shulthan Habibi; Muhammad Reza Qorib; Amit Agarwal; Joseph Marvin Imperial; et al. (CoRR, 2025)

Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation. - Israfel Salazar; Manuel Fernández Burda; Shayekh Bin Islam; Arshia Soltani Moakhar; Shivalika Singh; Fabian Farestam; Angelika Romanou; Danylo Boiko; Dipika Khullar; Mike Zhang; Dominik Krzeminski; Jekaterina Novikova; et al. (CoRR, 2025)

UniversalCEFR: Enabling Open Multilingual Research on Language Proficiency Assessment. - Joseph Marvin Imperial; Abdullah Barayan; Regina Stodden; Rodrigo Wilkens; Ricardo Muñoz Sánchez; Lingyun Gao; Melissa Torgbi; Dawn Knight; Gail Forey; Reka R. Jablonkai; Ekaterina Kochmar; Robert Reynolds 001; et al. (CoRR, 2025)

FilBench: Can LLMs Understand and Generate Filipino? - Lester James V. Miranda; Elyanah Aco; Conner Manuel; Jan Christian Blaise Cruz; Joseph Marvin Imperial (CoRR, 2025)