Ariadna Quattoni

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 20

Top Venues

CoRR

ACL (1)

EMNLP (Findings)

Mach. Learn.

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Francesco Cazzaro, Davide Locatelli, Ariadna Quattoni
Align and Augment: Generative Data Augmentation for Compositional Generalization. EACL (1) (2024)
César Gonzalez-Gutiérrez, Ariadna Quattoni
Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort. NAACL-HLT (2024)
Francesco Cazzaro, Davide Locatelli, Ariadna Quattoni, Xavier Carreras
Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing. EACL (Findings) (2023)
César González-Gutiérrez, Audi Primadhanty, Francesco Cazzaro, Ariadna Quattoni
Analyzing Text Representations by Measuring Task Alignment. CoRR (2023)
Audi Primadhanty, Ariadna Quattoni
Entity Disambiguation on a Tight Labeling Budget. EMNLP (Findings) (2023)
César González-Gutiérrez, Audi Primadhanty, Francesco Cazzaro, Ariadna Quattoni
Analyzing Text Representations by Measuring Task Alignment. ACL (2) (2023)
Davide Locatelli, Ariadna Quattoni
Measuring Alignment Bias in Neural Seq2Seq Semantic Parsers. CoRR (2022)
Francesco Cazzaro, Davide Locatelli, Ariadna Quattoni, Xavier Carreras
Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing. CoRR (2022)
Francesco Cazzaro, Ariadna Quattoni, Xavier Carreras
Are Deep Sequence Classifiers Good at Non-Trivial Generalization? CoRR (2022)
Davide Locatelli, Ariadna Quattoni
Measuring Alignment Bias in Neural Seq2seq Semantic Parsers. *SEM@NAACL-HLT (2022)
César González-Gutiérrez, Audi Primadhanty, Francesco Cazzaro, Ariadna Quattoni
Analyzing Text Representations under Tight Annotation Budgets: Measuring Structural Alignment. CoRR (2022)
Ariadna Quattoni, Xavier Carreras
Minimizing Annotation Effort via Max-Volume Spectral Sampling. EMNLP (Findings) (2021)
Ariadna Quattoni, Xavier Carreras
A comparison between CNNs and WFAs for Sequence Classification. SustaiNLP@EMNLP (2020)
Ariadna Quattoni, Xavier Carreras
Interpolated Spectral NGram Language Models. ACL (1) (2019)
Ariadna Quattoni, Xavier Carreras, Matthias Gallé
A Maximum Matching Algorithm for Basis Selection in Spectral Learning. AISTATS (2017)
Ariadna Quattoni, Xavier Carreras, Matthias Gallé
A Maximum Matching Algorithm for Basis Selection in Spectral Learning. CoRR (2017)
Germán Ferrero, Audi Primadhanty, Ariadna Quattoni
InToEventS: An Interactive Toolkit for Discovering and Building Event Schemas. EACL (Software Demonstrations) (2017)
Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni
Prepositional Phrase Attachment over Word Embedding Products. IWPT (2017)
Borja Balle, Rémi Eyraud, Franco M. Luque, Ariadna Quattoni, Sicco Verwer
Results of the Sequence PredIction ChallengE (SPiCe): a Competition on Learning the Next Symbol in a Sequence. ICGI (2016)
Ariadna Quattoni, Arnau Ramisa, Pranava Swaroop Madhyastha, Edgar Simo-Serra, Francesc Moreno-Noguer
Structured Prediction with Output Embeddings for Semantic Image Annotation. HLT-NAACL (2016)
Audi Primadhanty, Xavier Carreras, Ariadna Quattoni
Low-Rank Regularization for Sparse Conjunctive Feature Spaces: An Application to Named Entity Classification. ACL (1) (2015)
Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni
Tailoring Word Embeddings for Bilexical Predictions: An Experimental Comparison. ICLR (Workshop) (2015)
Ariadna Quattoni, Arnau Ramisa, Pranava Swaroop Madhyastha, Edgar Simo-Serra, Francesc Moreno-Noguer
Structured Prediction with Output Embeddings for Semantic Image Annotation. CoRR (2015)
Lily D. Ellebracht, Arnau Ramisa, Pranava Swaroop Madhyastha, Jose Cordero-Rama, Francesc Moreno-Noguer, Ariadna Quattoni
Semantic Tuples for Evaluation of Image to Sentence Generation. VL@EMNLP (2015)
Ariadna Quattoni, Borja Balle, Xavier Carreras, Amir Globerson
Spectral Regularization for Max-Margin Sequence Tagging. ICML (2014)
Borja Balle, Xavier Carreras, Franco M. Luque, Ariadna Quattoni
Spectral learning of weighted automata - A forward-backward perspective. Mach. Learn. 96 (1-2) (2014)
Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni
Learning Task-specific Bilexical Embeddings. COLING (2014)
Adrià Recasens, Ariadna Quattoni
Spectral Learning of Sequence Taggers over Continuous Sequences. ECML/PKDD (1) (2013)
Edgar Simo-Serra, Ariadna Quattoni, Carme Torras, Francesc Moreno-Noguer
A Joint Model for 2D and 3D Pose Estimation from a Single Image. CVPR (2013)
Raphaël Bailly, Xavier Carreras, Franco M. Luque, Ariadna Quattoni
Unsupervised Spectral Learning of WCFG as Low-rank Matrix Completion. EMNLP (2013)
Raphaël Bailly, Xavier Carreras, Ariadna Quattoni
Unsupervised Spectral Learning of Finite State Transducers. NIPS (2013)
Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras
Spectral Learning for Non-Deterministic Dependency Parsing. EACL (2012)
Ariadna Quattoni, Xavier Carreras, Antonio Torralba
A Latent Variable Ranking Model for Content-Based Retrieval. ECIR (2012)
Borja Balle, Ariadna Quattoni, Xavier Carreras
Local Loss Optimization in Operator Models: A New Insight into Spectral Learning. ICML (2012)
Borja Balle, Ariadna Quattoni, Xavier Carreras
A Spectral Learning Algorithm for Finite State Transducers. ECML/PKDD (1) (2011)
Ariadna Quattoni, Xavier Carreras, Michael Collins, Trevor Darrell
regularization. ICML (2009)
Ariadna Quattoni, Antonio Torralba
Recognizing indoor scenes. CVPR (2009)
Ariadna Quattoni, Michael Collins, Trevor Darrell
Transfer learning for image classification with sparse prototype representations. CVPR (2008)
Ariadna Quattoni, Sy Bor Wang, Louis-Philippe Morency, Michael Collins, Trevor Darrell
Hidden Conditional Random Fields. IEEE Trans. Pattern Anal. Mach. Intell. 29 (10) (2007)
Ariadna Quattoni, Michael Collins, Trevor Darrell
Learning Visual Representations using Images with Captions. CVPR (2007)
Louis-Philippe Morency, Ariadna Quattoni, Trevor Darrell
Latent-Dynamic Discriminative Models for Continuous Gesture Recognition. CVPR (2007)
Sy Bor Wang, Ariadna Quattoni, Louis-Philippe Morency, David Demirdjian, Trevor Darrell
Hidden Conditional Random Fields for Gesture Recognition. CVPR (2) (2006)
Sivaram Cheekiralla, Ariadna Quattoni, Daniel W. Engels
Load-Sensitive Routing with Directional Antennas. PIMRC (2006)
Ariadna Quattoni, Michael Collins, Trevor Darrell
Conditional Random Fields for Object Recognition. NIPS (2004)

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Publication Activity (10 Years)

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Ariadna Quattoni