Jasper Kyle Catapang

According to our database, Jasper Kyle Catapang authored at least 13 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Explaining Bias in Internal Representations of Large Language Models via Concept Activation Vectors.

Jasper Kyle Catapang

Proceedings of the Natural Language Processing and Information Systems, 2025

2024

Can we repurpose multiple-choice question-answering models to rerank retrieved documents?

Jasper Kyle Catapang

Proceedings of the 38th Pacific Asia Conference on Language, Information and Computation, 2024

2023

Improving Detection of Diabetic Retinopathy in Low-Resolution Images via Latent Diffusion.

Jasper Kyle Catapang, Darby E. Santiago, Iris Thiele Isip-Tan

Proceedings of the 6th IEEE International Conference on Multimedia Information Processing and Retrieval, 2023

On Modern Text-to-SQL Semantic Parsing Methodologies for Natural Language Interface to Databases: A Comparative Study.

Moses Visperas, Aunhel John Adoptante, Christalline Joie Borjal, Ma. Teresita Abia, Jasper Kyle Catapang, Elmer C. Peramo

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

Parallel Corpus Curation for Filipino Text-to-SQL Semantic Parsing.

Christalline Joie Borjal, Moses Visperas, Aunhel John Adoptante, Ma. Teresita Abia, Jasper Kyle Catapang, Elmer C. Peramo

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

2022

Topic Modeling, Clade-assisted Sentiment Analysis, and Vaccine Brand Reputation Analysis of COVID-19 Vaccine-related Facebook Comments in the Philippines.

Jasper Kyle Catapang, Jerome V. Cleofas

Proceedings of the 16th IEEE International Conference on Semantic Computing, 2022

Hadamard Estimated Attention Transformer (HEAT): Fast Approximation of Dot Product Self-attention for Transformers Using Low-Rank Projection of Hadamard Product.

Jasper Kyle Catapang

Proceedings of the 9th International Conference on Soft Computing & Machine Intelligence, 2022

Optimizing Speed and Accuracy Trade-off in Machine Learning Models via Stochastic Gradient Descent Approximation.

Jasper Kyle Catapang

Proceedings of the 9th International Conference on Soft Computing & Machine Intelligence, 2022

Identification and Analysis of COVID-19-related Misinformation Tweets via Kullback-Leibler Divergence for Informativeness and Phraseness and Biterm Topic Modeling.

Thomas Daniel S. Clamor, Geoffrey A. Solano, Nathaniel Oco, Jasper Kyle Catapang, Jerome V. Cleofas, Iris Thiele Isip-Tan

Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022

2021

A Floyd-Warshall-Based Reoptimization of Q Matrix on the Single DVRPPD with On-Demand Cancellations.

Jasper Kyle Catapang, Geoffrey A. Solano

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

2020

A Bilingual Chatbot Using Support Vector Classifier On an Automatic Corpus Engine Dataset.

Jasper Kyle Catapang, Geoffrey A. Solano, Nathaniel Oco

Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

2019

k-Nearest Neighbor Optimization via Randomized Hyperstructure Convex Hull.

Jasper Kyle Catapang

CoRR, 2019

2018

A collection of database industrial techniques and optimization approaches of database operations.

Jasper Kyle Catapang

CoRR, 2018