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Rubén Manrique

Rubén Francisco Manrique

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2020 – today

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2025
[j7]
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Jhon Stewar Rayo Mosquera, Rubén Francisco Manrique:
Analyzing Retrieval Scaling in RAG Systems for Complex QA Benchmarks. SN Comput. Sci. 6(7): 762 (2025)
[j6]
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Eduardo Herrera-Alba, Rubén Manrique:
Exploring Multimodal Humor Detection in Latin-American Spanish with LS-FUNNY. SN Comput. Sci. 6(7): 770 (2025)
[j5]
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  - journals/solarjla/RuidiasNMS25
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Rosa R. Soto Ruidias, Bernardo Pereira Nunes, Rubén Manrique, Sean W. M. Siqueira:
Assessing Data Landscapes for Quality Education in Latin America: A FAIRness Perspective on Brazil, Colombia, and Peru. J. Learn. Anal. 12(2): 175-195 (2025)
[c26]
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Santiago Martínez, Juan Manuel Castañeda, Rubén Manrique:
A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts. COLING Workshops 2025: 326-334
[c25]
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Juan Diego Lugo Sánchez, Brena Marques Ribeiro, Rubén Manrique, Kelly Garcés:
AI-Powered Tutoring for Novice Programmers: Supporting Students Throughout Project Development. ITS (1) 2025: 131-143
[c24]
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Juan Esteban Cuellar Argotty, Rubén Manrique:
AI-Generated Code Detection: An Examination of Current Tools in Education. ITS (1) 2025: 192-201
[c23]
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Nicolás Klopstock, Ernesto José Duarte, Edier Becerra, Rubén Manrique:
Manchita: An AI-Powered Gamified Learning Environment. ITS (1) 2025: 202-212
[i7]
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  - journals/corr/abs-2503-08803
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Johan R. Portela, Nicolás Perez, Rubén Manrique:
ESNLIR: A Spanish Multi-Genre Dataset with Causal Relationships. CoRR abs/2503.08803 (2025)
[i6]
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  - journals/corr/abs-2503-22585
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Kevin Cohen, Laura Manrique-Gómez, Rubén Manrique:
Historical Ink: Exploring Large Language Models for Irony Detection in 19th-Century Spanish. CoRR abs/2503.22585 (2025)
[i5]
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  - journals/corr/abs-2508-19481
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Manuel Mosquera, Melissa Robles, Johan Rodríguez, Rubén Manrique:
Improving Low-Resource Translation with Dictionary-Guided Fine-Tuning and RL: A Spanish-to-Wayuunaiki Study. CoRR abs/2508.19481 (2025)
2024
[j4]
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  - journals/sncs/SanguinoMM24
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Juan Camilo Sanguino, Rubén Manrique, Olga Mariño:
A Semantic Enhanced Course Recommender System via Knowledge Graphs for Limited User Information Scenarios. SN Comput. Sci. 5(1): 120 (2024)
[j3]
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Daniel Reales, Rubén Manrique, Christian Grévisse:
Core Concept Identification in Educational Resources via Knowledge Graphs and Large Language Models. SN Comput. Sci. 5(8): 1029 (2024)
[j2]
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  - journals/tlt/TianNLM24
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Xinran Tian, Bernardo Pereira Nunes, Yifeng Liu, Rubén Manrique:
Predicting Student Engagement Using Sequential Ensemble Model. IEEE Trans. Learn. Technol. 17: 939-950 (2024)
[c22]
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  - conf/icara/BecerraCM24
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Luccas Rojas Becerra, Juan Romero Colmenares, Rubén Manrique:
Enhancing Autonomous Task Execution in Social Robots with Large Language Models. ICARA 2024: 40-44
[c21]
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  - conf/its/AmayaBM24
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Andres Benitez Amaya, Harold Enrique Castro Barrera, Rubén Manrique:
Analysis of Machine Learning Models for Academic Performance Prediction. ITS (2) 2024: 150-161
[c20]
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  - conf/jcdl/YangNMCMC24
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Can Yang, Bernardo Pereira Nunes, Sergio Rodríguez Méndez, Yige Chen, Rubén Manrique, Marco Antonio Casanova:
Towards Comprehensive Artwork Representation: Motivations and Challenges in Capturing Multi-Dimensional Art Descriptions. JCDL 2024: 15:1-15:5
[c19]
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  - conf/nlbse/Gomez-BarreraBR24
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Daniel Fernando Gómez-Barrera, Luccas Rojas Becerra, Juan Pinzón Roncancio, David Ortiz Almanza, Juan Arboleda, Mario Linares-Vásquez, Rubén Francisco Manrique:
Lessons from the NLBSE 2024 Competition: Towards Building Efficient Models for GitHub Issue Classification. NLBSE@ICSE 2024: 45-48
[c18]
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  - conf/wsdm/RoblesMPPM24
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Melissa Robles, Cristian A. Martínez, Juan Camilo Prieto, Sara Palacios, Rubén Manrique:
Preserving Heritage: Developing a Translation Tool for Indigenous Dialects. WSDM 2024: 1200-1203
[i4]
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  - journals/corr/abs-2403-11381
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Manuel Mosquera, Juan Sebastian Pinzon, Manuel Ríos, Yesid Fonseca, Luis Felipe Giraldo, Nicanor Quijano, Rubén Manrique:
Can LLM-Augmented autonomous agents cooperate?, An evaluation of their cooperative capabilities through Melting Pot. CoRR abs/2403.11381 (2024)
[i3]
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  - journals/corr/abs-2407-12838
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Laura Manrique-Gómez, Tony Montes, Rubén Manrique:
Historical Ink: 19th Century Latin American Spanish Newspaper Corpus with LLM OCR Correction. CoRR abs/2407.12838 (2024)
[i2]
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  - journals/corr/abs-2407-12852
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Tony Montes, Laura Manrique-Gómez, Rubén Manrique:
Historical Ink: Semantic Shift Detection for 19th Century Spanish. CoRR abs/2407.12852 (2024)
[i1]
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  - journals/corr/abs-2409-13187
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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:
Cooperative Resilience in Artificial Intelligence Multiagent Systems. CoRR abs/2409.13187 (2024)
2023
[c17]
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  - conf/aied/GiraldoGLSM23
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Alejandra Holguin Giraldo, Andrea Lozano Gutiérrez, Gustavo Álvarez Leyton, Juan Camilo Sanguino, Rubén Manrique:
Leave No One Behind - A Massive Online Learning Platform Free for Everyone. AIED (Posters/Late Breaking Results/...) 2023: 175-186
[c16]
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  - conf/icai2/VegaM23
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César Vega, Rubén Manrique:
Enhancing Face Anti-spoofing Systems Through Synthetic Image Generation. ICAI 2023: 16-30
[c15]
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  - conf/interspeech/FlorezMN23
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Pablo Andrés Tamayo Flórez, Rubén Manrique, Bernardo Pereira Nunes:
HABLA: A Dataset of Latin American Spanish Accents for Voice Anti-spoofing. INTERSPEECH 2023: 1963-1967
2022
[c14]
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  - conf/edm/SanguinoMMLC22
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Juan Camilo Sanguino, Rubén Manrique, Olga Mariño, Mario Linares, Nicolás Cardozo:
Log mining for course recommendation in limited information scenarios. EDM 2022
[c13]
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  - conf/its/ChengNM22
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Yixin Cheng, Bernardo Pereira Nunes, Rubén Manrique:
Not Another Hardcoded Solution to the Student Dropout Prediction Problem: A Novel Approach Using Genetic Algorithms for Feature Selection. ITS 2022: 238-251
2021
[c12]
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  - conf/ht/XuMN21
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Xinyuan Xu, Rubén Manrique, Bernardo Pereira Nunes:
RIP Emojis and Words to Contextualize Mourning on Twitter. HT 2021: 257-263
2020
[c11]
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  - conf/icalt/PereiraNSMM20
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Crystiam Kelle Pereira, Bernardo Pereira Nunes, Sean W. M. Siqueira, Rubén Manrique, Jerry Fernandes Medeiros:
'A Little Knowledge is a Dangerous Thing': A method to automatically detect knowledge compartmentalization and oversimplification. ICALT 2020: 140-144

2010 – 2019

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2019
[j1]
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  - journals/sle/ManriqueNM19
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Rubén Manrique, Bernardo Pereira Nunes, Olga Mariño:
Exploring knowledge graphs for the identification of concept prerequisites. Smart Learn. Environ. 6(1): 21 (2019)
[c10]
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  - conf/icalt/TibauSNNM19
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Marcelo Tibau, Sean W. M. Siqueira, Bernardo Pereira Nunes, Terhi Nurmikko-Fuller, Rubén Francisco Manrique:
Using Query Reformulation to Compare Learning Behaviors in Web Search Engines. ICALT 2019: 219-223
[c9]
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Rubén Manrique, Bernardo Pereira Nunes, Olga Mariño, Nicolás Cardozo, Sean W. M. Siqueira:
Towards the Identification of Concept Prerequisites Via Knowledge Graphs. ICALT 2019: 332-336
[c8]
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  - conf/lak/ManriqueNMCN19
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Rubén Manrique, Bernardo Pereira Nunes, Olga Mariño, Marco Antonio Casanova, Terhi Nurmikko-Fuller:
An Analysis of Student Representation, Representative Features and Classification Algorithms to Predict Degree Dropout. LAK 2019: 401-410
2018
[c7]
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  - conf/jist/ManriqueGMR18
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Rubén Manrique, Christian Grévisse, Olga Mariño, Steffen Rothkugel:
Knowledge Graph-Based Core Concept Identification in Learning Resources. JIST 2018: 36-51
[c6]
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  - conf/recsys/ManriqueM18
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Rubén Manrique, Olga Mariño:
Knowledge Graph-based Weighting Strategies for a Scholarly Paper Recommendation Scenario. KaRS@RecSys 2018: 5-8
[c5]
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  - conf/webi/ManriqueSMNC18
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Rubén Manrique, Juan Sebastián Sosa, Olga Mariño, Bernardo Pereira Nunes, Nicolás Cardozo:
Investigating Learning Resources Precedence Relations via Concept Prerequisite Learning. WI 2018: 198-205
2017
[c4]
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  - conf/kesw/ManriqueM17
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Rubén Manrique, Olga Mariño:
Diversified Semantic Query Reformulation. KESW 2017: 23-37
[c3]
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  - conf/semweb/Manrique17
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Rubén Francisco Manrique:
Automatic Learning Content Sequence via Linked Open Data. DC@ISWC 2017
[c2]
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  - conf/webi/Manrique17
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Rubén Manrique:
Towards automatic learning content sequence via linked open data. WI 2017: 1230-1233
[c1]
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Rubén Manrique, Olga Mariño:
How does the size of a document affect linked open data user modeling strategies? WI 2017: 1246-1252

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