Ariadna Quattoni
26 papers · 2012–2025 · 10 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (10) ๐งญ Keyword Pioneer ๐ Interdisciplinary Bridge ๐ฃ Hot Topic Early Bird ๐ Academic Marathon (13)
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Keyword Pioneer
๐ฃ
Hot Topic Early Bird
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Academic Marathon
(13)
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Keyword Trendsetter Combo
(5)
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Keyword Champion
(2)
๐ค
Dynamic Duo
(13)
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Century Club
(26)
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The Questioner
๐๏ธ
Keyword Collector
(93)
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Conference Pioneer
๐ฅ
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
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