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7 papers · 1 filter
Building the Language Resource for a Cebuano-Filipino Neural Machine Translation System
Kristine Mae Adlaon, Nelson Marcos
Parallel corpus is a critical resource in machine learning-based translation. The task of collecting, extracting, and aligning texts in order to build an acceptable corpus for doin…
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…
A Simple Disaster-Related Knowledge Base for Intelligent Agents
Clark Emmanuel Paulo, Arvin Ken Ramirez, David Clarence Reducindo +2
In this paper, we describe our efforts in establishing a simple knowledge base by building a semantic network composed of concepts and word relationships in the context of disaster…
Exploiting News Article Structure for Automatic Corpus Generation of Entailment Datasets
Jan Christian Blaise Cruz, Jose Kristian Resabal, James Lin +2
Transformers represent the state-of-the-art in Natural Language Processing (NLP) in recent years, proving effective even in tasks done in low-resource languages. While pretrained t…
Localization of Fake News Detection via Multitask Transfer Learning
Jan Christian Blaise Cruz, Julianne Agatha Tan, Charibeth Cheng
The use of the internet as a fast medium of spreading fake news reinforces the need for computational tools that combat it. Techniques that train fake news classifiers exist, but t…
Neural Machine Translation for Cebuano to Tagalog with Subword Unit Translation
Kristine Mae M. Adlaon, Nelson Marcos
The Philippines is an archipelago composed of 7, 641 different islands with more than 150 different languages. This linguistic differences and diversity, though may be seen as a be…