| 2026 | ACL | Can Continual Pretraining Bridge the Performance Gap between General-purpose and Specialized Language Models in the Medical Domain? | Niclas Doll, Jasper Schulze Buschhoff, Shalaka Satheesh, Hammam Abdelwahab, Hctor Allende-Cid, Katrin Klug |
| 2026 | ICPRAM | Graph Pattern Mining for Anomalous Business Partnerships. | Moritz Luecke, Hctor Allende-Cid, Stefan Rping |
| 2025 | ACL | PM3-KIE: A Probabilistic Multi-Task Meta-Model for Document Key Information Extraction. | Birgit Kirsch, Hctor Allende-Cid, Stefan Rping |
| 2025 | COLING | Robustness Evaluation of the German Extractive Question Answering Task. | Shalaka Satheesh, Katharina Beckh, Katrin Klug, Hctor Allende-Cid, Sebastian Houben, Teena Hassan |
| 2025 | IC3K | Unsupervised Thematic Context Discovery for Explainable AI in Fact Verification: Advancing the CARAG Framework. | Manju Vallayil, Parma Nand, Wei Qi Yan, Hctor Allende-Cid |
| 2021 | CIARP | Detecting Hate Speech in Cross-Lingual and Multi-lingual Settings Using Language Agnostic Representations. | Sebastin Rodrguez, Hctor Allende-Cid, Hctor Allende |
| 2020 | HCI | Analyzing #LasTesis Feminist Movement in Twitter Using Topic Models. | Sebastin Rodrguez, Hctor Allende-Cid, Cristian Gonzlez, Rodrigo Alfaro, Claudio Elortegui, Wenceslao Palma, Pedro Santander |
| 2019 | HCI | Detection of Bots and Cyborgs in Twitter: A Study on the Chilean Presidential Election in 2017. | Samara Castillo, Hctor Allende-Cid, Wenceslao Palma, Rodrigo Alfaro, Heitor S. Ramos, Cristian Gonzlez, Claudio Elortegui, Pedro Santander |
| 2018 | ACL | Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module. | Juan Pavez, Hctor Allende, Hctor Allende-Cid |
| 2018 | CIARP | Circular Non-uniform Sampling Patch Inputs for CNN Applied to Multiple Sclerosis Lesion Segmentation. | Gustavo Ulloa, Rodrigo Naranjo, Hctor Allende-Cid, Stren Chabert, Hctor Allende |
| 2018 | HCI | Identifying Communities in Social Media with Deep Learning. | Pedro H. Barros, Isadora Cardoso-Pereira, Keila Barbosa, Alejandro C. Frery, Hctor Allende-Cid, Ivan C. Martins, Heitor S. Ramos |
| 2018 | HCI | Forecasting the Chilean Electoral Year: Using Twitter to Predict the Presidential Elections of 2017. | Sebastin Rodrguez, Hctor Allende-Cid, Wenceslao Palma, Rodrigo Alfaro, Cristian Gonzlez, Claudio Elortegui, Pedro Santander |
| 2017 | CIARP | Evaluation of Deep Feedforward Neural Networks for Classification of Diffuse Lung Diseases. | Isadora Cardoso, Eliana S. Almeida, Hctor Allende-Cid, Alejandro C. Frery, Rangaraj M. Rangayyan, Paulo M. Azevedo-Marques, Heitor S. Ramos |
| 2017 | CIARP | A Distributed Shared Nearest Neighbors Clustering Algorithm. | Juan Zamora, Hctor Allende-Cid, Marcelo Mendoza |
| 2017 | HCI | Intent Classification of Social Media Texts with Machine Learning for Customer Service Improvement. | Sebastin Prez-Vera, Rodrigo Alfaro, Hctor Allende-Cid |
| 2017 | HCI | Automatic Tweets Classification Under an Intelligent Agents Framework. | Sebastin Rodrguez, Rodrigo Alfaro, Hctor Allende-Cid, Claudio Cubillos |
| 2016 | CIARP | Subsampling the Concurrent AdaBoost Algorithm: An Efficient Approach for Large Datasets. | Hctor Allende-Cid, Diego Acua, Hctor Allende |
| 2015 | CIARP | The Effect of Innovation Assumptions on Asymmetric GARCH Models for Volatility Forecasting. | Diego Acua, Hctor Allende-Cid, Hctor Allende |
| 2015 | CIARP | Image Edge Detection Based on a Spatial Autoregressive Bootstrap Approach. | Gustavo Ulloa, Hctor Allende-Cid, Hctor Allende |
| 2015 | IDC | Improving the Weighted Distribution Estimation for AdaBoost Using a Novel Concurrent Approach. | Hctor Allende-Cid, Carlos Valle, Claudio Moraga, Hctor Allende, Rodrigo Salas |
| 2014 | CIARP | A Machine Learning Method for High-Frequency Data Forecasting. | Erick Lpez, Hctor Allende, Hctor Allende-Cid |
| 2014 | IDC | Regression from Distributed Data Sources Using Discrete Neighborhood Representations and Modified Stalked Generalization Models. | Hctor Allende-Cid, Claudio Moraga, Hctor Allende, Ral Monge |
| 2013 | CIARP | Sieve Bootstrap Prediction Intervals for Contaminated Non-linear Processes. | Gustavo Ulloa, Hctor Allende-Cid, Hctor Allende |
| 2013 | IDC | Context-Aware Regression from Distributed Sources. | Hctor Allende-Cid, Claudio Moraga, Hctor Allende, Ral Monge |
| 2012 | CIARP | Robust Asymmetric Adaboost. | Pablo Ormeo, Felipe Ramrez, Carlos Valle, Hctor Allende-Cid, Hctor Allende |
| 2011 | CIARP | An Ensemble Method for Incremental Classification in Stationary and Non-stationary Environments. | Ricardo anculef, Erick Lpez, Hctor Allende, Hctor Allende-Cid |
| 2009 | CIARP | Semi-supervised Robust Alternating AdaBoost. | Hctor Allende-Cid, Jorge Mendoza, Hctor Allende, Enrique Canessa |
| 2009 | KES | A Flexible Neuro-Fuzzy Autoregressive Technique for Non-linear Time Series Forecasting. | Alejandro Veloz, Hctor Allende-Cid, Hctor Allende, Claudio Moraga, Rodrigo Salas |
| 2008 | CIARP | Self-Organizing Neuro-Fuzzy Inference System. | Hctor Allende-Cid, Alejandro Veloz, Rodrigo Salas, Stren Chabert, Hctor Allende |
| 2007 | CIARP | Robust Alternating AdaBoost. | Hctor Allende-Cid, Rodrigo Salas, Hctor Allende, Ricardo anculef |