Interactive Machine Learning for Compositional Models of Natural Language

Información del proyecto

INTERACT

Identificador del acuerdo de subvención: 853459

DOI

10.3030/853459

Proyecto cerrado

Fecha de la firma de la CE 28 Noviembre 2019

Fecha de inicio 1 Marzo 2020

Fecha de finalización 28 Febrero 2026

Financiado con arreglo a

• EXCELLENT SCIENCE - European Research Council (ERC)

Coste total

€ 1 499 375,00

Aportación de la UE

€ 1 499 375,00

Coordinado por

UNIVERSITAT POLITECNICA DE CATALUNYA
Spain

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Conference proceedings (21)

Measuring Alignment Bias in Neural Seq2Seq Semantic Parsers.

Autores: Davide Locatelli, Ariadna Quattoni
Publicado en: 2022
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2022.starsem-1.17

Align and Augment: Generative Data Augmentation for Compositional Generalization

Autores: Francesco Cazzaro, Davide Locatelli, Ariadna Quattoni
Publicado en: 2024
Editor: ACL

SPOT: Zero-Shot Semantic Parsing Over Property Graphs

Autores: Francesco Cazzaro, Justin Kleindienst, Sofia Márquez Gomez, Ariadna Quattoni
Publicado en: Findings of the Association for Computational Linguistics: ACL 2025, 2025, Página(s) 10057-10073
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2025.findings-acl.524

Minimizing Annotation Effort via Max-Volume Spectral Sampling

Autores: Ariadna Quattoni, Xavier Carreras
Publicado en: Findings of the Association for Computational Linguistics: EMNLP 2021, 2021, Página(s) 2890-2899
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2021.findings-emnlp.246

Entity Disambiguation on a Tight Labeling Budget

Autores: Audi Primadhanty, Ariadna Quattoni
Publicado en: 2023
Editor: ACL

Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing

Autores: Francesco Cazzaro, Davide Locatelli, Ariadna Quattoni, Xavier Carreras
Publicado en: Findings of the Association for Computational Linguistics: EACL 2023, 2023, Página(s) 227-238
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2023.findings-eacl.17

A Cross-Lingual Study of Homotransphobia on Twitter

Autores: Davide Locatelli, Greta Damo, Debora Nozza
Publicado en: 2023
Editor: ACL

Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort

Autores: Cesar Gonzalez-Gutierrez, Ariadna Quattoni
Publicado en: Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024, Página(s) 7003-7017
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2024.naacl-long.387

A Comparison of CNNs and WFAs for Sequence Classification

Autores: Ariadna Quattoni and Xavier Carreras
Publicado en: 2020
Editor: Association of Computational Linguistics

Entity Disambiguation on a Tight Labeling Budget

Autores: Audi Primadhanty, Ariadna Quattoni
Publicado en: Findings of the Association for Computational Linguistics: EMNLP 2023, 2023, Página(s) 7208-7215
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2023.findings-emnlp.479

Align and Augment: Generative Data Augmentation for Compositional Generalization

Autores: Francesco Cazzaro, Davide Locatelli, Ariadna Quattoni
Publicado en: Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), 2026, Página(s) 369-383
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2024.eacl-long.22

ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs

Autores: Francesco Cazzaro, Justin Kleindienst, Sofia Márquez Gomez, Ariadna Quattoni
Publicado en: Findings of the Association for Computational Linguistics: EMNLP 2025, 2025, Página(s) 4239-4246
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2025.findings-emnlp.227

Analyzing Text Representations by Measuring Task Alignment

Autores: Cesar Gonzalez-Gutierrez, Audi Primadhanty, Francesco Cazzaro, Ariadna Quattoni
Publicado en: 2023
Editor: ACL

A comparison between CNNs and WFAs for Sequence Classification

Autores: Ariadna Quattoni, Xavier Carreras
Publicado en: Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 2026, Página(s) 159-163
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2020.sustainlp-1.21

Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort

Autores: Cesar Gonzalez-Gutierrez, Ariadna Quattoni
Publicado en: Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024), 2024
Editor: ACL

Are Deep Sequence Classifiers Good at Non-Trivial Generalization?

Autores: Francesco Cazzaro, Ariadna Quattoni, Xavier Carreras
Publicado en: 2022
Editor: arXiv

Domain Pre-training Impact on Representations

Autores: Cesar Gonzalez-Gutierrez, Ariadna Quattoni
Publicado en: Findings of the Association for Computational Linguistics: EMNLP 2025, 2025, Página(s) 22033-22049
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2025.findings-emnlp.1201

Analyzing Text Representations by Measuring Task Alignment

Autores: Cesar Gonzalez-Gutierrez, Audi Primadhanty, Francesco Cazzaro, Ariadna Quattoni
Publicado en: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023, Página(s) 70-81
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2023.acl-short.7

Minimizing Annotation Effort via Spectral Sampling

Autores: Ariadna Quattoni and Xavier Carreras
Publicado en: 2022
Editor: Association of Computational Linguistics

Does Fine-tuning a Classifier Help in Low-budget Scenarios? Not Much

Autores: Cesar Gonzalez - Gutierrez, Audi Primadhanty, Francesco Cazzaro, Ariadna Quattoni
Publicado en: Proceedings of the Fifth Workshop on Insights from Negative Results in NLP, 2024, Página(s) 17-24
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2024.insights-1.3

A Cross-Lingual Study of Homotransphobia on Twitter

Autores: Davide Locatelli, Greta Damo, Debora Nozza
Publicado en: Proceedings of the First Workshop on Cross-Cultural Considerations in NLP (C3NLP), 2023, Página(s) 16-24
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2023.c3nlp-1.3

Other (2)

Are Deep Sequence Classifiers Good at Non-Trivial Generalization?

Autores: Francesco Cazzaro; Ariadna Quattoni; Xavier Carreras
Publicado en: NeurIPS 2022 Workshop on Robustness in Sequence Modeling, Edición 1, 2022
Editor: ARCHIVE
DOI: 10.48550/arxiv.2210.13082

Analyzing Text Representations under Tight Annotation Budgets:Measuring Structural Alignment

Autores: César González-Gutiérrez, Audi Primadhanty, Francesco Cazzaro, Ariadna Quattoni
Publicado en: 2022
Editor: arXiv
DOI: 10.48550/arxiv.2210.05721

Thesis and dissertations (1)

Analyzing and Leveraging the Structure of Pre-trained Embeddings

Autores: César González Gutiérrez
Publicado en: 2026
Editor: UPC Commons