Ariadna Quattoni

25 papers · 2012–2025 · 9 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+11 more ↓

🗺️ Taxonomy Completionist (45) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🌟 Keyword Trendsetter Combo (3) 🤝 Dynamic Duo (12) 🏆 Keyword Champion 🧭 Keyword Pioneer 🚀 Conference Pioneer 📈 Trend Setter ❓ The Questioner 🗃️ Keyword Collector (91) 🔥 Unstoppable · Bronze 🌈 Renaissance Researcher (6) 💎 Century Club · Bronze

Venues

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

Top co-authors

Xavier Carreras (12) Francesco Cazzaro (6) Audi Primadhanty (5) Borja Balle (3) Davide Locatelli (3) Cesar Gonzalez-Gutierrez (3) Justin Kleindienst (2) Francesc Moreno-Noguer (2) Sofia Márquez Gomez (2) Edgar Simo-Serra (2)

Research topics

Machine Learning (14) Core Methods (11) Artificial Intelligence (8) Natural Language Processing (8) Learning Types (6) Core AI (5) Applications (4) Optimization & Theory (4) Understanding (4) Deep Learning (3) Mathematics & Optimization (3) Computer Science (2) Knowledge & Reasoning (2) Architectures (2) Foundations (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 Align and Augment: Generative Data Augmentation for Compositional Generalization EACL 2024 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 Analyzing Text Representations by Measuring Task Alignment ACL 2023 Entity Disambiguation on a Tight Labeling Budget EMNLP 2023 Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing EACL 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 Interpolated Spectral NGram Language Models ACL 2019 Proceedings of the Workshop on Deep Learning and Formal Languages: Building Bridges ACL 2019 A Maximum Matching Algorithm for Basis Selection in Spectral Learning AISTATS 2017 InToEventS: An Interactive Toolkit for Discovering and Building Event Schemas EACL 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 Learning Task-specific Bilexical Embeddings COLING 2014 Spectral Learning Techniques for Weighted Automata, Transducers, and Grammars EMNLP 2014 Spectral Regularization for Max-Margin Sequence Tagging ICML 2014 A Joint Model for 2D and 3D Pose Estimation from a Single Image CVPR 2013 Unsupervised Spectral Learning of Finite State Transducers NeurIPS 2013 Unsupervised Spectral Learning of WCFG as Low-rank Matrix Completion EMNLP 2013 Spectral Learning for Non-Deterministic Dependency Parsing EACL 2012