Conditional Random Fields for Object Recognition. - Ariadna Quattoni; Michael Collins 001; Trevor Darrell (NIPS, 2004)

Hidden Conditional Random Fields for Gesture Recognition. - Sy Bor Wang; Ariadna Quattoni; Louis-Philippe Morency; David Demirdjian; Trevor Darrell (CVPR (2), 2006)

Load-Sensitive Routing with Directional Antennas. - Sivaram Cheekiralla; Ariadna Quattoni; Daniel W. Engels (PIMRC, 2006)

Latent-Dynamic Discriminative Models for Continuous Gesture Recognition. - Louis-Philippe Morency; Ariadna Quattoni; Trevor Darrell (CVPR, 2007)

Learning Visual Representations using Images with Captions. - Ariadna Quattoni; Michael Collins 001; Trevor Darrell (CVPR, 2007)

Hidden Conditional Random Fields. - Ariadna Quattoni; Sy Bor Wang; Louis-Philippe Morency; Michael Collins 001; Trevor Darrell (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

Transfer learning for image classification with sparse prototype representations. - Ariadna Quattoni; Michael Collins 001; Trevor Darrell (CVPR, 2008)

Recognizing indoor scenes. - Ariadna Quattoni; Antonio Torralba 001 (CVPR, 2009)

An efficient projection for l1,infinity regularization. - Ariadna Quattoni; Xavier Carreras; Michael Collins 001; Trevor Darrell (ICML, 2009)

Transfer learning algorithms for image classification. - Ariadna Quattoni (2009)

A Spectral Learning Algorithm for Finite State Transducers. - Borja Balle; Ariadna Quattoni; Xavier Carreras (ECML/PKDD (1), 2011)

Spectral Learning for Non-Deterministic Dependency Parsing. - Franco M. Luque; Ariadna Quattoni; Borja Balle; Xavier Carreras (EACL, 2012)

A Latent Variable Ranking Model for Content-Based Retrieval. - Ariadna Quattoni; Xavier Carreras; Antonio Torralba 001 (ECIR, 2012)

Local Loss Optimization in Operator Models: A New Insight into Spectral Learning. - Borja Balle; Ariadna Quattoni; Xavier Carreras (ICML, 2012)

A Joint Model for 2D and 3D Pose Estimation from a Single Image. - Edgar Simo-Serra; Ariadna Quattoni; Carme Torras; Francesc Moreno-Noguer (CVPR, 2013)

Unsupervised Spectral Learning of WCFG as Low-rank Matrix Completion. - Raphaël Bailly; Xavier Carreras; Franco M. Luque; Ariadna Quattoni (EMNLP, 2013)

Unsupervised Spectral Learning of Finite State Transducers. - Raphaël Bailly; Xavier Carreras; Ariadna Quattoni (NIPS, 2013)

Spectral Learning of Sequence Taggers over Continuous Sequences. - Adrià Recasens; Ariadna Quattoni (ECML/PKDD (1), 2013)

Learning Task-specific Bilexical Embeddings. - Pranava Swaroop Madhyastha; Xavier Carreras; Ariadna Quattoni (COLING, 2014)

Spectral Regularization for Max-Margin Sequence Tagging. - Ariadna Quattoni; Borja Balle; Xavier Carreras; Amir Globerson (ICML, 2014)

Spectral learning of weighted automata - A forward-backward perspective. - Borja Balle; Xavier Carreras; Franco M. Luque; Ariadna Quattoni (Mach. Learn., 2014)

Semantic Tuples for Evaluation of Image to Sentence Generation. - Lily D. Ellebracht; Arnau Ramisa; Pranava Swaroop Madhyastha; Jose Cordero-Rama; Francesc Moreno-Noguer; Ariadna Quattoni (VL@EMNLP, 2015)

Low-Rank Regularization for Sparse Conjunctive Feature Spaces: An Application to Named Entity Classification. - Audi Primadhanty; Xavier Carreras; Ariadna Quattoni (ACL (1), 2015)

Tailoring Word Embeddings for Bilexical Predictions: An Experimental Comparison. - Pranava Swaroop Madhyastha; Xavier Carreras; Ariadna Quattoni (ICLR (Workshop), 2015)

Results of the Sequence PredIction ChallengE (SPiCe): a Competition on Learning the Next Symbol in a Sequence. - Borja Balle; Rémi Eyraud; Franco M. Luque; Ariadna Quattoni; Sicco Verwer (ICGI, 2016)

Structured Prediction with Output Embeddings for Semantic Image Annotation. - Ariadna Quattoni; Arnau Ramisa; Pranava Swaroop Madhyastha; Edgar Simo-Serra; Francesc Moreno-Noguer (HLT-NAACL, 2016)

A Maximum Matching Algorithm for Basis Selection in Spectral Learning. - Ariadna Quattoni; Xavier Carreras; Matthias Gallé (AISTATS, 2017)

InToEventS: An Interactive Toolkit for Discovering and Building Event Schemas. - Germán Ferrero; Audi Primadhanty; Ariadna Quattoni (EACL (Software Demonstrations), 2017)

Prepositional Phrase Attachment over Word Embedding Products. - Pranava Swaroop Madhyastha; Xavier Carreras; Ariadna Quattoni (IWPT, 2017)

Interpolated Spectral NGram Language Models. - Ariadna Quattoni; Xavier Carreras (ACL (1), 2019)

A comparison between CNNs and WFAs for Sequence Classification. - Ariadna Quattoni; Xavier Carreras (SustaiNLP@EMNLP, 2020)

Minimizing Annotation Effort via Max-Volume Spectral Sampling. - Ariadna Quattoni; Xavier Carreras (EMNLP (Findings), 2021)

Measuring Alignment Bias in Neural Seq2seq Semantic Parsers. - Davide Locatelli; Ariadna Quattoni (*SEM@NAACL-HLT, 2022)

Analyzing Text Representations under Tight Annotation Budgets: Measuring Structural Alignment. - César González-Gutiérrez; Audi Primadhanty; Francesco Cazzaro; Ariadna Quattoni (CoRR, 2022)

Are Deep Sequence Classifiers Good at Non-Trivial Generalization? - Francesco Cazzaro; Ariadna Quattoni; Xavier Carreras (CoRR, 2022)

Analyzing Text Representations by Measuring Task Alignment. - César González-Gutiérrez; Audi Primadhanty; Francesco Cazzaro; Ariadna Quattoni (ACL (2), 2023)

Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing. - Francesco Cazzaro; Davide Locatelli; Ariadna Quattoni; Xavier Carreras (EACL (Findings), 2023)

Entity Disambiguation on a Tight Labeling Budget. - Audi Primadhanty; Ariadna Quattoni (EMNLP (Findings), 2023)

Align and Augment: Generative Data Augmentation for Compositional Generalization. - Francesco Cazzaro; Davide Locatelli; Ariadna Quattoni (EACL (1), 2024)

Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort. - César González-Gutiérrez; Ariadna Quattoni (NAACL-HLT, 2024)

SPOT: Zero-Shot Semantic Parsing Over Property Graphs. - Francesco Cazzaro; Justin Kleindienst; Sofia Márquez Gomez; Ariadna Quattoni (ACL (Findings), 2025)

ZOGRASCOPE: A New Benchmark for Property Graphs. - Francesco Cazzaro; Justin Kleindienst; Sofia Marquez; Ariadna Quattoni (CoRR, 2025)

Domain Pre-training Impact on Representations. - César González-Gutiérrez; Ariadna Quattoni (CoRR, 2025)