| 2025 | ACL | SPOT: Zero-Shot Semantic Parsing Over Property Graphs. | Francesco Cazzaro, Justin Kleindienst, Sofia Mrquez Gomez, Ariadna Quattoni |
| 2025 | EMNLP | ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs. | Francesco Cazzaro, Justin Kleindienst, Sofia Mrquez Gomez, Ariadna Quattoni |
| 2025 | EMNLP | Domain Pre-training Impact on Representations. | Csar Gonzlez-Gutirrez, Ariadna Quattoni |
| 2024 | EACL | Align and Augment: Generative Data Augmentation for Compositional Generalization. | Francesco Cazzaro, Davide Locatelli, Ariadna Quattoni |
| 2024 | NAACL | Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort. | Csar Gonzlez-Gutirrez, Ariadna Quattoni |
| 2023 | ACL | Analyzing Text Representations by Measuring Task Alignment. | Csar Gonzlez-Gutirrez, Audi Primadhanty, Francesco Cazzaro, Ariadna Quattoni |
| 2023 | EACL | Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing. | Francesco Cazzaro, Davide Locatelli, Ariadna Quattoni, Xavier Carreras |
| 2023 | EMNLP | Entity Disambiguation on a Tight Labeling Budget. | Audi Primadhanty, Ariadna Quattoni |
| 2021 | EMNLP | Minimizing Annotation Effort via Max-Volume Spectral Sampling. | Ariadna Quattoni, Xavier Carreras |
| 2020 | EMNLP | A comparison between CNNs and WFAs for Sequence Classification. | Ariadna Quattoni, Xavier Carreras |
| 2019 | ACL | Interpolated Spectral NGram Language Models. | Ariadna Quattoni, Xavier Carreras |
| 2017 | AISTATS | A Maximum Matching Algorithm for Basis Selection in Spectral Learning. | Ariadna Quattoni, Xavier Carreras, Matthias Gall |
| 2017 | EACL | InToEventS: An Interactive Toolkit for Discovering and Building Event Schemas. | Germn Ferrero, Audi Primadhanty, Ariadna Quattoni |
| 2016 | NAACL | Structured Prediction with Output Embeddings for Semantic Image Annotation. | Ariadna Quattoni, Arnau Ramisa, Pranava Swaroop Madhyastha, Edgar Simo-Serra, Francesc Moreno-Noguer |
| 2015 | ACL | Low-Rank Regularization for Sparse Conjunctive Feature Spaces: An Application to Named Entity Classification. | Audi Primadhanty, Xavier Carreras, Ariadna Quattoni |
| 2014 | COLING | Learning Task-specific Bilexical Embeddings. | Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni |
| 2014 | ICML | Spectral Regularization for Max-Margin Sequence Tagging. | Ariadna Quattoni, Borja Balle, Xavier Carreras, Amir Globerson |
| 2013 | CVPR | A Joint Model for 2D and 3D Pose Estimation from a Single Image. | Edgar Simo-Serra, Ariadna Quattoni, Carme Torras, Francesc Moreno-Noguer |
| 2013 | EMNLP | Unsupervised Spectral Learning of WCFG as Low-rank Matrix Completion. | Raphal Bailly, Xavier Carreras, Franco M. Luque, Ariadna Quattoni |
| 2012 | EACL | Spectral Learning for Non-Deterministic Dependency Parsing. | Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras |
| 2012 | ECIR | A Latent Variable Ranking Model for Content-Based Retrieval. | Ariadna Quattoni, Xavier Carreras, Antonio Torralba |
| 2012 | ICML | Local Loss Optimization in Operator Models: A New Insight into Spectral Learning. | Borja Balle, Ariadna Quattoni, Xavier Carreras |
| 2009 | CVPR | Recognizing indoor scenes. | Ariadna Quattoni, Antonio Torralba |
| 2009 | ICML | An efficient projection for | Ariadna Quattoni, Xavier Carreras, Michael Collins, Trevor Darrell |
| 2008 | CVPR | Transfer learning for image classification with sparse prototype representations. | Ariadna Quattoni, Michael Collins, Trevor Darrell |
| 2007 | CVPR | Latent-Dynamic Discriminative Models for Continuous Gesture Recognition. | Louis-Philippe Morency, Ariadna Quattoni, Trevor Darrell |
| 2007 | CVPR | Learning Visual Representations using Images with Captions. | Ariadna Quattoni, Michael Collins, Trevor Darrell |
| 2006 | CVPR | Hidden Conditional Random Fields for Gesture Recognition. | Sy Bor Wang, Ariadna Quattoni, Louis-Philippe Morency, David Demirdjian, Trevor Darrell |
| 2006 | PIMRC | Load-Sensitive Routing with Directional Antennas. | Sivaram Cheekiralla, Ariadna Quattoni, Daniel W. Engels |