Rubén Manrique

According to our database, Rubén Manrique authored at least 40 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Analyzing Retrieval Scaling in RAG Systems for Complex QA Benchmarks.

Jhon Stewar Rayo Mosquera, Rubén Francisco Manrique

SN Comput. Sci., October, 2025

Exploring Multimodal Humor Detection in Latin-American Spanish with LS-FUNNY.

Eduardo Herrera-Alba, Rubén Manrique

SN Comput. Sci., October, 2025

Improving Low-Resource Translation with Dictionary-Guided Fine-Tuning and RL: A Spanish-to-Wayuunaiki Study.

Manuel Mosquera, Melissa Robles, Johan Rodríguez, Rubén Manrique

CoRR, August, 2025

Historical Ink: Exploring Large Language Models for Irony Detection in 19th-Century Spanish.

Kevin Cohen, Laura Manrique-Gómez, Rubén Manrique

CoRR, March, 2025

ESNLIR: A Spanish Multi-Genre Dataset with Causal Relationships.

Johan R. Portela, Nicolás Perez, Rubén Manrique

CoRR, March, 2025

Assessing Data Landscapes for Quality Education in Latin America: A FAIRness Perspective on Brazil, Colombia, and Peru.

Rosa R. Soto Ruidias, Bernardo Pereira Nunes, Rubén Manrique, Sean W. M. Siqueira

J. Learn. Anal., 2025

AI-Powered Tutoring for Novice Programmers: Supporting Students Throughout Project Development.

Juan Diego Lugo Sánchez, Brena Marques Ribeiro, Rubén Manrique, Kelly Garcés

Proceedings of the Generative Systems and Intelligent Tutoring Systems, 2025

Manchita: An AI-Powered Gamified Learning Environment.

Nicolás Klopstock, Ernesto José Duarte, Edier Becerra, Rubén Manrique

Proceedings of the Generative Systems and Intelligent Tutoring Systems, 2025

AI-Generated Code Detection: An Examination of Current Tools in Education.

Juan Esteban Cuellar Argotty, Rubén Manrique

Proceedings of the Generative Systems and Intelligent Tutoring Systems, 2025

A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts.

Santiago Martínez, Juan Manuel Castañeda, Rubén Manrique

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

Core Concept Identification in Educational Resources via Knowledge Graphs and Large Language Models.

Daniel Reales, Rubén Manrique, Christian Grévisse

SN Comput. Sci., December, 2024

A Semantic Enhanced Course Recommender System via Knowledge Graphs for Limited User Information Scenarios.

Juan Camilo Sanguino, Rubén Manrique, Olga Mariño

SN Comput. Sci., January, 2024

Predicting Student Engagement Using Sequential Ensemble Model.

Xinran Tian, Bernardo Pereira Nunes, Yifeng Liu, Rubén Manrique

IEEE Trans. Learn. Technol., 2024

Cooperative Resilience in Artificial Intelligence Multiagent Systems.

Manuela Chacon-Chamorro, Luis Felipe Giraldo, Nicanor Quijano, Vicente Vargas-Panesso, César González, Juan Sebastian Pinzon, Rubén Manrique, Manuel Ríos, Yesid Fonseca, Daniel Fernando Gómez-Barrera, Monica Tatiana Perdomo

CoRR, 2024

Historical Ink: Semantic Shift Detection for 19th Century Spanish.

Tony Montes, Laura Manrique-Gómez, Rubén Manrique

CoRR, 2024

Historical Ink: 19th Century Latin American Spanish Newspaper Corpus with LLM OCR Correction.

Laura Manrique-Gómez, Tony Montes, Rubén Manrique

CoRR, 2024

Can LLM-Augmented autonomous agents cooperate?, An evaluation of their cooperative capabilities through Melting Pot.

Manuel Mosquera, Juan Sebastian Pinzon, Manuel Ríos, Yesid Fonseca, Luis Felipe Giraldo, Nicanor Quijano, Rubén Manrique

CoRR, 2024

Preserving Heritage: Developing a Translation Tool for Indigenous Dialects.

Melissa Robles, Cristian A. Martínez, Juan Camilo Prieto, Sara Palacios, Rubén Manrique

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Lessons from the NLBSE 2024 Competition: Towards Building Efficient Models for GitHub Issue Classification.

Daniel Fernando Gómez-Barrera, Luccas Rojas Becerra, Juan Pinzón Roncancio, David Ortiz Almanza, Juan Arboleda, Mario Linares-Vásquez, Rubén Francisco Manrique

Proceedings of the Third ACM/IEEE International Workshop on NL-based Software Engineering, 2024

Towards Comprehensive Artwork Representation: Motivations and Challenges in Capturing Multi-Dimensional Art Descriptions.

Can Yang, Bernardo Pereira Nunes, Sergio Rodríguez Méndez, Yige Chen, Rubén Manrique, Marco Antonio Casanova

Proceedings of the 24th ACM/IEEE Joint Conference on Digital Libraries, 2024

Analysis of Machine Learning Models for Academic Performance Prediction.

Andres Benitez Amaya, Harold Enrique Castro Barrera, Rubén Manrique

Proceedings of the Generative Intelligence and Intelligent Tutoring Systems, 2024

Enhancing Autonomous Task Execution in Social Robots with Large Language Models.

Luccas Rojas Becerra, Juan Romero Colmenares, Rubén Manrique

Proceedings of the 10th International Conference on Automation, Robotics and Applications, 2024

2023

HABLA: A Dataset of Latin American Spanish Accents for Voice Anti-spoofing.

Pablo Andrés Tamayo Flórez, Rubén Manrique, Bernardo Pereira Nunes

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Enhancing Face Anti-spoofing Systems Through Synthetic Image Generation.

César Vega, Rubén Manrique

Proceedings of the Applied Informatics - 6th International Conference, 2023

Leave No One Behind - A Massive Online Learning Platform Free for Everyone.

Alejandra Holguin Giraldo, Andrea Lozano Gutiérrez, Gustavo Álvarez Leyton, Juan Camilo Sanguino, Rubén Manrique

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2023

2022

Not Another Hardcoded Solution to the Student Dropout Prediction Problem: A Novel Approach Using Genetic Algorithms for Feature Selection.

Yixin Cheng, Bernardo Pereira Nunes, Rubén Manrique

Proceedings of the Intelligent Tutoring Systems - 18th International Conference, 2022

Log mining for course recommendation in limited information scenarios.

Juan Camilo Sanguino, Rubén Manrique, Olga Mariño, Mario Linares, Nicolás Cardozo

Proceedings of the 15th International Conference on Educational Data Mining, 2022

2021

RIP Emojis and Words to Contextualize Mourning on Twitter.

Xinyuan Xu, Rubén Manrique, Bernardo Pereira Nunes

Proceedings of the HT '21: 32nd ACM Conference on Hypertext and Social Media, Virtual Event, Ireland, 30 August 2021, 2021

2020

'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, Rubén Manrique, Jerry Fernandes Medeiros

Proceedings of the 20th IEEE International Conference on Advanced Learning Technologies, 2020

2019

Exploring knowledge graphs for the identification of concept prerequisites.

Rubén Manrique, Bernardo Pereira Nunes, Olga Mariño

Smart Learn. Environ., 2019

An Analysis of Student Representation, Representative Features and Classification Algorithms to Predict Degree Dropout.

Rubén Manrique, Bernardo Pereira Nunes, Olga Mariño, Marco Antonio Casanova, Terhi Nurmikko-Fuller

Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019

Using Query Reformulation to Compare Learning Behaviors in Web Search Engines.

Marcelo Tibau, Sean W. M. Siqueira, Bernardo Pereira Nunes, Terhi Nurmikko-Fuller, Rubén Francisco Manrique

Proceedings of the 19th IEEE International Conference on Advanced Learning Technologies, 2019

Towards the Identification of Concept Prerequisites Via Knowledge Graphs.

Rubén Manrique, Bernardo Pereira Nunes, Olga Mariño, Nicolás Cardozo, Sean W. M. Siqueira

Proceedings of the 19th IEEE International Conference on Advanced Learning Technologies, 2019

2018

Investigating Learning Resources Precedence Relations via Concept Prerequisite Learning.

Rubén Manrique, Juan Sebastián Sosa, Olga Mariño, Bernardo Pereira Nunes, Nicolás Cardozo

Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

Knowledge Graph-based Weighting Strategies for a Scholarly Paper Recommendation Scenario.

Rubén Manrique, Olga Mariño

Proceedings of the Workshop on Knowledge-aware and Conversational Recommender Systems 2018 co-located with 12th ACM Conference on Recommender Systems, 2018

Knowledge Graph-Based Core Concept Identification in Learning Resources.

Rubén Manrique, Christian Grévisse, Olga Mariño, Steffen Rothkugel

Proceedings of the Semantic Technology - 8th Joint International Conference, 2018

2017

How does the size of a document affect linked open data user modeling strategies?

Rubén Manrique, Olga Mariño

Proceedings of the International Conference on Web Intelligence, 2017

Towards automatic learning content sequence via linked open data.

Rubén Manrique

Proceedings of the International Conference on Web Intelligence, 2017

Automatic Learning Content Sequence via Linked Open Data.

Rubén Francisco Manrique

Proceedings of the Doctoral Consortium at the 16th International Semantic Web Conference (ISWC 2017) co-located with 16th International Semantic Web Conference (ISWC 2017), 2017

Diversified Semantic Query Reformulation.

Rubén Manrique, Olga Mariño

Proceedings of the Knowledge Engineering and Semantic Web - 8th International Conference, 2017