| 2026 | AAAI | Improving Low-Resource Translation with Dictionary-Guided Fine-Tuning and RL: A Spanish-to-Wayuunaiki Study. | Manuel Mosquera, Melissa Robles, Johan R. Portela, Rubn Manrique |
| 2025 | COLING | A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts. | Santiago Martnez, Juan Manuel Castaeda, Rubn Manrique |
| 2025 | ITS | AI-Generated Code Detection: An Examination of Current Tools in Education. | Juan Esteban Cuellar Argotty, Rubn Manrique |
| 2025 | ITS | Manchita: An AI-Powered Gamified Learning Environment. | Nicols Klopstock, Ernesto Jos Duarte, Edier Becerra, Rubn Manrique |
| 2025 | ITS | AI-Powered Tutoring for Novice Programmers: Supporting Students Throughout Project Development. | Juan Diego Lugo Snchez, Brena Marques Ribeiro, Rubn Manrique, Kelly Garcs |
| 2024 | ITS | Analysis of Machine Learning Models for Academic Performance Prediction. | Andres Benitez Amaya, Harold Enrique Castro Barrera, Rubn Manrique |
| 2024 | WSDM | Preserving Heritage: Developing a Translation Tool for Indigenous Dialects. | Melissa Robles, Cristian A. Martnez, Juan Camilo Prieto, Sara Palacios, Rubn Manrique |
| 2023 | AIED | Leave No One Behind - A Massive Online Learning Platform Free for Everyone. | Alejandra Holguin Giraldo, Andrea Lozano Gutirrez, Gustavo lvarez Leyton, Juan Camilo Sanguino, Rubn Manrique |
| 2023 | Interspeech | HABLA: A Dataset of Latin American Spanish Accents for Voice Anti-spoofing. | Pablo Andrs Tamayo Flrez, Rubn Manrique, Bernardo Pereira Nunes |
| 2022 | EDM | Log mining for course recommendation in limited information scenarios. | Juan Camilo Sanguino, Rubn Manrique, Olga Mario, Mario Linares, Nicols Cardozo |
| 2022 | ITS | Not Another Hardcoded Solution to the Student Dropout Prediction Problem: A Novel Approach Using Genetic Algorithms for Feature Selection. | Yixin Cheng, Bernardo Pereira Nunes, Rubn Manrique |
| 2020 | ICALT | 'A Little Knowledge is a Dangerous Thing': A method to automatically detect knowledge compartmentalization and oversimplification. | Crystiam Kelle Pereira, Bernardo Pereira Nunes, Sean W. M. Siqueira, Rubn Manrique, Jerry Fernandes Medeiros |
| 2019 | ICALT | Towards the Identification of Concept Prerequisites Via Knowledge Graphs. | Rubn Manrique, Bernardo Pereira Nunes, Olga Mario, Nicols Cardozo, Sean W. M. Siqueira |
| 2019 | LAK | An Analysis of Student Representation, Representative Features and Classification Algorithms to Predict Degree Dropout. | Rubn Manrique, Bernardo Pereira Nunes, Olga Mario, Marco Antonio Casanova, Terhi Nurmikko-Fuller |
| 2018 | RecSys | Knowledge Graph-based Weighting Strategies for a Scholarly Paper Recommendation Scenario. | Rubn Manrique, Olga Mario |