| 2025 | INLG | LogitRouter: a novel Attention variant for reducing Myopic Routing in Mixture of Experts. | Felipe Rodrguez, Marcelo Mendoza |
| 2025 | WWW | Imitating Human Reasoning to Extract 5W1H in News. | Carlos Muoz, Marcelo Mendoza, Hans Lobel, Brian Keith |
| 2024 | ECIR | News Gathering: Leveraging Transformers to Rank News. | Carlos Muoz, Mara Jos Apolo, Maximiliano Ojeda, Hans Lobel, Marcelo Mendoza |
| 2024 | SIGCSE | Exploring the Impact of Generative AI for StandUp Report Recommendations in Software Capstone Project Development. | Andrs Neyem, Juan Pablo Sandoval Alcocer, Marcelo Mendoza, Leonardo Centellas-Claros, Luis A. Gonzlez, Carlos Paredes-Robles |
| 2023 | HCI | Bimodal Style Transference from Musical Composition to Image Using Deep Generative Models. | Mara Jos Apolo, Marcelo Mendoza |
| 2023 | HCI | Bimodal Neural Style Transfer for Image Generation Based on Text Prompts. | Diego Gutirrez, Marcelo Mendoza |
| 2022 | CIKM | CLNews: The First Dataset of the Chilean Social Outbreak for Disinformation Analysis. | Eliana Providel, Daniel Toro, Fabin Riquelme, Marcelo Mendoza, Eduardo Puraivan |
| 2022 | HCI | Empirical Evaluation of Machine Learning Ensembles for Rumor Detection. | Andrs Zapata, Eliana Providel, Marcelo Mendoza |
| 2022 | LREC | Evaluation Benchmarks for Spanish Sentence Representations. | Vladimir Araujo, Andrs Carvallo, Souvik Kundu, Jos Caete, Marcelo Mendoza, Robert E. Mercer, Felipe Bravo-Marquez, Marie-Francine Moens, Alvaro Soto |
| 2021 | ACL | Inspecting the concept knowledge graph encoded by modern language models. | Carlos Aspillaga, Marcelo Mendoza, Alvaro Soto |
| 2021 | EMNLP | Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations. | Vladimir Araujo, Andrs Villa, Marcelo Mendoza, Marie-Francine Moens, Alvaro Soto |
| 2021 | HCI | Fake News Detection via English-to-Spanish Translation: Is It Really Useful? | Sebastin Ruz, Eliana Providel, Marcelo Mendoza |
| 2020 | DocEng | Improving query expansion strategies with word embeddings. | Alfredo Silva, Marcelo Mendoza |
| 2020 | HCI | Using Deep Learning to Detect Rumors in Twitter. | Eliana Providel, Marcelo Mendoza |
| 2019 | CIARP | Applying Self-attention for Stance Classification. | Margarita Constanza Bugueo, Marcelo Mendoza |
| 2019 | HCI | An Empirical Analysis of Rumor Detection on Microblogs with Recurrent Neural Networks. | Margarita Constanza Bugueo, Gabriel Sepulveda, Marcelo Mendoza |
| 2019 | HCI | Estimating Ground Shaking Regions with Social Media Propagation Trees. | Marcelo Mendoza, Brbara Poblete, Ignacio Valderrama |
| 2019 | HCI | Claim Behavior over Time in Twitter. | Fernanda Weiss, Ignacio Espinoza, Julio Hurtado, Marcelo Mendoza |
| 2018 | HCI | Early Tracking of People's Reaction in Twitter for Fast Reporting of Damages in the Mercalli Scale. | Marcelo Mendoza, Barbara Poblete, Ignacio Valderrama |
| 2017 | CIARP | A Distributed Shared Nearest Neighbors Clustering Algorithm. | Juan Zamora, Hctor Allende-Cid, Marcelo Mendoza |
| 2016 | CIARP | Boosting SpLSA for Text Classification. | Julio Hurtado, Marcelo Mendoza, Ricardo anculef |
| 2013 | CIKM | Says who?: automatic text-based content analysis of television news. | Carlos Castillo, Gianmarco De Francisci Morales, Marcelo Mendoza, Nasir Khan |
| 2013 | CIKM | Revealing comparative advantages in the backbone of science. | Miguel Guevara, Marcelo Mendoza |
| 2013 | KDD | Combining strengths, emotions and polarities for boosting Twitter sentiment analysis. | Felipe Bravo-Marquez, Marcelo Mendoza, Barbara Poblete |
| 2013 | KDD | Long-memory time series ensembles for concept shift detection. | Marcelo Mendoza, Barbara Poblete, Felipe Bravo-Marquez, Daniel Gayo-Avello |
| 2013 | PDP | Distributed Ontology-Driven Focused Crawling. | Rodrigo Campos, Oscar Rojas, Mauricio Marn, Marcelo Mendoza |
| 2012 | CICLING | Text Content Reliability Estimation in Web Documents: A New Proposal. | Luis Sanz, Hctor Allende, Marcelo Mendoza |
| 2011 | CIKM | Do all birds tweet the same?: characterizing twitter around the world. | Barbara Poblete, Ruth Olimpia Garcia Gavilanes, Marcelo Mendoza, Alejandro Jaimes |
| 2011 | WWW | Information credibility on twitter. | Carlos Castillo, Marcelo Mendoza, Barbara Poblete |
| 2011 | SPIRE | Query-Sets + + : A Scalable Approach for Modeling Web Sites. | Barbara Poblete, Myra Spiliopoulou, Marcelo Mendoza |
| 2010 | CIKM | Visual-semantic graphs: using queries to reduce the semantic gap in web image retrieval. | Barbara Poblete, Benjamin Bustos, Marcelo Mendoza, Juan Manuel Barrios |
| 2010 | ECIR | Learning to Distribute Queries into Web Search Nodes. | Marcelo Mendoza, Mauricio Marn, Flavio Ferrarotti, Barbara Poblete |
| 2010 | ICALT | On the Design of Learning Objects Classifiers. | Marcelo Mendoza, Carlos Becerra |
| 2010 | KDD | Twitter under crisis: can we trust what we RT? | Marcelo Mendoza, Barbara Poblete, Carlos Castillo |
| 2009 | CIKM | Location cache for web queries. | Mauricio Marn, Flavio Ferrarotti, Marcelo Mendoza, Carlos Gmez-Pantoja, Veronica Gil-Costa |
| 2009 | KES | Building Decision Trees to Identify the Intent of a User Query. | Marcelo Mendoza, Juan Zamora |
| 2009 | SPIRE | A Last-Resort Semantic Cache for Web Queries. | Flavio Ferrarotti, Mauricio Marn, Marcelo Mendoza |
| 2009 | SPIRE | Identifying the Intent of a User Query Using Support Vector Machines. | Marcelo Mendoza, Juan Zamora |
| 2006 | ICDE | Automatic Maintenance ofWeb Directories using Click-Through Data. | Ariel Cid, Carlos A. Hurtado, Marcelo Mendoza |
| 2006 | SPIRE | A Statistical Model of Query Log Generation. | Georges Dupret, Benjamin Piwowarski, Carlos A. Hurtado, Marcelo Mendoza |
| 2005 | SPIRE | Recommending Better Queries from Click-Through Data. | Georges Dupret, Marcelo Mendoza |