Ariadna Quattoni

Computer Science · Physical Sciences

15h-index4.1kcitations61works0.22yr avg
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Research Topics

Natural Language Processing Techniques(20), Topic Modeling(18), Machine Learning and Algorithms(18), Advanced Image and Video Retrieval Techniques(9), Domain Adaptation and Few-Shot Learning(9)

Publications61 total

Domain Pre-training Impact on Representations
arXiv (Cornell University)·2025Open Access
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs
arXiv (Cornell University)·2025Open Access
SPOT: Zero-Shot Semantic Parsing Over Property Graphs
2025Open Access
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs
2025Open Access
Domain Pre-training Impact on Representations
2025Open Access
Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort
2024Open Access
Does Fine-tuning a Classifier Help in Low-budget Scenarios? Not Much
2024· 1 citedOpen Access
Align and Augment: Generative Data Augmentation for Compositional Generalization
2024· 1 citedOpen Access
SPMDataset
TIB Data Manager·2024Open Access
Analyzing Text Representations by Measuring Task Alignment
arXiv (Cornell University)·2023Open Access
Entity Disambiguation on a Tight Labeling Budget
2023Open Access
Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing
2023· 3 citedOpen Access
Analyzing Text Representations by Measuring Task Alignment
2023Open Access
Are Deep Sequence Classifiers Good at Non-Trivial Generalization?
arXiv (Cornell University)·2022Open Access
Analyzing Text Representations under Tight Annotation Budgets: Measuring Structural Alignment
arXiv (Cornell University)·2022Open Access
Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing
arXiv (Cornell University)·2022· 1 citedOpen Access
Measuring Alignment Bias in Neural Seq2seq Semantic Parsers
2022Open Access
Minimizing Annotation Effort via Max-Volume Spectral Sampling
2021Open Access
A comparison between CNNs and WFAs for Sequence Classification
2020· 1 citedOpen Access
Interpolated Spectral NGram Language Models
2019· 2 citedOpen Access
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Frequent Co-authors

Xavier Carreras(25), Trevor Darrell(11), Borja Balle(8), Michael Collins(7), Pranava Madhyastha(5), Audi Primadhanty(5), Francesco Cazzaro(5), Franco M. Luque(4), Louis–Philippe Morency(3), Francesc Moreno-Noguer(3), Raphaël Bailly(3), Davide Locatelli(3), Antonio Torralba(2), Edgar Simo‐Serra(2), Adrià Recasens(2), Arnau Ramisa(2), Matthias Gallé(2), César González-Gutiérrez(2), Sybor Wang(1), Morency Collins(1)