← Authors

Ariadna Quattoni

26 papers · 2012–2025 · 10 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (10) πŸ—ΊοΈ Taxonomy Completionist (48) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (13) 🌟 Keyword Trendsetter Combo (5) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (13) πŸ’Ž Century Club (26) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (93) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (7)

Conferences

EMNLP (7) ACL (5) EACL (4) NAACL (4) AISTATS (1) COLING (1) CVPR (1) ICML (1) IJCNLP (1) NIPS (1)

Top co-authors

Xavier Carreras (13) Francesco Cazzaro (6) Audi Primadhanty (6) Borja Balle (3) Davide Locatelli (3) Cesar Gonzalez-Gutierrez (3) Justin Kleindienst (2) Francesc Moreno-Noguer (2) Sofia MΓ‘rquez Gomez (2) Edgar Simo-Serra (2)

Keywords

semantic parsing (5) hankel matrix (3) spectral learning (3) sequence classification (2) representation learning (2) text classification (2) property graph (2) knowledge graph (2) cypher query (2) annotation efficiency (2) active learning (2) compositional generalization (2) sequence-to-sequence model (2) label propagation (1) interactive learning (1) natural language processing (1) embedding space (1) few-shot learning (1) structured prediction (1) pose estimation (1)

Papers

Domain Pre-training Impact on Representations EMNLP 2025
SPOT: Zero-Shot Semantic Parsing Over Property Graphs ACL 2025
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs EMNLP 2025
Does Fine-tuning a Classifier Help in Low-budget Scenarios? Not Much NAACL 2024
Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort NAACL 2024
Align and Augment: Generative Data Augmentation for Compositional Generalization EACL 2024
Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing EACL 2023
Entity Disambiguation on a Tight Labeling Budget EMNLP 2023
Analyzing Text Representations by Measuring Task Alignment ACL 2023
Measuring Alignment Bias in Neural Seq2seq Semantic Parsers NAACL 2022
Minimizing Annotation Effort via Max-Volume Spectral Sampling EMNLP 2021
A comparison between CNNs and WFAs for Sequence Classification EMNLP 2020
Proceedings of the Workshop on Deep Learning and Formal Languages: Building Bridges ACL 2019
Interpolated Spectral NGram Language Models ACL 2019
InToEventS: An Interactive Toolkit for Discovering and Building Event Schemas EACL 2017
A Maximum Matching Algorithm for Basis Selection in Spectral Learning AISTATS 2017
Structured Prediction with Output Embeddings for Semantic Image Annotation NAACL 2016
Low-Rank Regularization for Sparse Conjunctive Feature Spaces: An Application to Named Entity Classification ACL 2015
Low-Rank Regularization for Sparse Conjunctive Feature Spaces: An Application to Named Entity Classification IJCNLP 2015
Spectral Learning Techniques for Weighted Automata, Transducers, and Grammars EMNLP 2014
Learning Task-specific Bilexical Embeddings COLING 2014
Spectral Regularization for Max-Margin Sequence Tagging ICML 2014
Unsupervised Spectral Learning of WCFG as Low-rank Matrix Completion EMNLP 2013
A Joint Model for 2D and 3D Pose Estimation from a Single Image CVPR 2013
Unsupervised Spectral Learning of Finite State Transducers NIPS 2013
Spectral Learning for Non-Deterministic Dependency Parsing EACL 2012