Joseph Marvin Imperial

According to our database, Joseph Marvin Imperial authored at least 33 papers between 2019 and 2024.

Collaborative distances:

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

2024

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

Joseph Marvin Imperial, Gail Forey, Harish Tayyar Madabushi

CoRR, 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