activity
20192022
most citedApplication of Lexical Features Towards Improvement of Filipino Readability Identification of Children's Literature

9 citations · 18 across the 8 of their papers we have counts for

collaborators

10 papers

cs.CL20221 cited

A Baseline Readability Model for Cebuano

Lloyd Lois Antonie Reyes, Michael Antonio Ibañez, Ranz Sapinit +2

In this study, we developed the first baseline readability model for the Cebuano language. Cebuano is the second most-used native language in the Philippines with about 27.5 millio…

cs.CL2022

NU HLT at CMCL 2022 Shared Task: Multilingual and Crosslingual Prediction of Human Reading Behavior in Universal Language Space

Joseph Marvin Imperial

In this paper, we present a unified model that works for both multilingual and crosslingual prediction of reading times of words in various languages. The secret behind the success…

cs.CL20212 cited

Under the Microscope: Interpreting Readability Assessment Models for Filipino

Joseph Marvin Imperial, Ethel Ong

Readability assessment is the process of identifying the level of ease or difficulty of a certain piece of text for its intended audience. Approaches have evolved from the use of a…

cs.CL20215 cited

Diverse Linguistic Features for Assessing Reading Difficulty of Educational Filipino Texts

Joseph Marvin Imperial, Ethel Ong

In order to ensure quality and effective learning, fluency, and comprehension, the proper identification of the difficulty levels of reading materials should be observed. In this p…

cs.CL2021

BERT Embeddings for Automatic Readability Assessment

Joseph Marvin Imperial

Automatic readability assessment (ARA) is the task of evaluating the level of ease or difficulty of text documents for a target audience. For researchers, one of the many open prob…

cs.CL20211 cited

How Do Pedophiles Tweet? Investigating the Writing Styles and Online Personas of Child Cybersex Traffickers in the Philippines

Joseph Marvin Imperial

One of the most important humanitarian responsibility of every individual is to protect the future of our children. This entails not only protection of physical welfare but also fr…