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Joseph Imperial
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BERT embeddings for automatic readability assessment
JM Imperial
In Proceedings of the International Conference on Recent Advances in Natural …, 2021
352021
Doctor’s cursive handwriting recognition system using deep learning
LJ Fajardo, NJ Sorillo, J Garlit, CD Tomines, MB Abisado, JMR Imperial, ...
2019 IEEE 11th international conference on humanoid, nanotechnology …, 2019
282019
Exploring hybrid linguistic feature sets to measure filipino text readability
JM Imperial, E Ong
2020 International Conference on Asian Language Processing (IALP), 175-180, 2020
132020
Diverse linguistic features for assessing reading difficulty of educational filipino texts
JM Imperial, E Ong
In Proceedings of the International Conference on Computers in Education …, 2021
122021
Developing a machine learning-based grade level classifier for Filipino children’s literature
JM Imperial, RE Roxas, EM Campos, J Oandasan, R Caraballo, ...
2019 International Conference on Asian Language Processing (IALP), 413-418, 2019
122019
Audio-based hate speech classification from online short-form videos
M Ibañez, R Sapinit, LA Reyes, M Hussien, JM Imperial, R Rodriguez
2021 International Conference on Asian Language Processing (IALP), 72-77, 2021
102021
Application of Lexical Features Towards Improvement of Filipino Readability Identification of Children's Literature
JM Imperial, E Ong
PCSC 2020, 2021
82021
Knowledge-rich bert embeddings for readability assessment
JM Imperial
arXiv preprint arXiv:2106.07935, 2021
82021
Sentiment analysis of typhoon related tweets using standard and bidirectional recurrent neural networks
JM Imperial, J Orosco, SM Mazo, L Maceda
arXiv preprint arXiv:1908.01765, 2019
72019
How do pedophiles tweet? Investigating the writing styles and online personas of child cybersex traffickers in the Philippines
JM Imperial
arXiv preprint arXiv:2107.09881, 2021
62021
The multidimensional scaling (MDS) algorithm for dimensionality reduction
J Imperial
Medium-Data Driven Investor, 2019
62019
On applicability of neural language models for readability assessment in Filipino
M Ibañez, LLA Reyes, R Sapinit, MA Hussien, JM Imperial
International Conference on Artificial Intelligence in Education, 573-576, 2022
52022
A Baseline Readability Model for Cebuano
LLA Reyes, MA Ibañez, R Sapinit, M Hussien, JM Imperial
Proceedings of the 17th Workshop on Innovative Use of NLP for Building …, 2022
52022
An experimental Tagalog Finite State Automata spellchecker with Levenshtein edit-distance feature
JMR Imperial, CGV Ya-On, JC Ureta
2019 International Conference on Asian Language Processing (IALP), 240-243, 2019
52019
Automatic Readability Assessment for Closely Related Languages
JM Imperial, E Kochmar
In Proceedings of the 61st Annual Meeting of the Association for …, 2023
32023
Under the Microscope: Interpreting Readability Assessment Models for Filipino
JM Imperial, E Ong
In Proceedings of the 35th Pacific Asia Conference on Language, Information …, 2021
32021
A bert-based hate speech classifier from transcribed online short-form videos
R Hernandez Urbano Jr, J Uy Ajero, A Legaspi Angeles, ...
2021 5th International Conference on e-Society, e-Education and e-Technology …, 2021
32021
A Simple Post-Processing Technique for Improving Readability Assessment of Texts using Word Mover's Distance
JM Imperial, E Ong
arXiv preprint arXiv:2103.07277, 2021
32021
Understanding anonymous social media posts using topic modeling
JDM Valencia, TL Al Joseph, NMR Centino, BS Fabito, JMR Imperial, ...
2019 IEEE 11th International Conference on Humanoid, Nanotechnology …, 2019
32019
Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark
S Mayhew, T Blevins, S Liu, M Šuppa, H Gonen, JM Imperial, BF Karlsson, ...
arXiv preprint arXiv:2311.09122, 2023
22023
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