Costanza Conforti

According to our database, Costanza Conforti authored at least 20 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Standardized Machine-readable Dataset Documentation Format for Responsible AI.

Nitisha Jain, Mubashara Akhtar, Joan Giner-Miguelez, Rajat Shinde, Joaquin Vanschoren, Steffen Vogler, Subhra S. Goswami, Yuhan Rao, Tim Santos, Luis Oala, Michalis Karamousadakis, Manil Maskey, Pierre Marcenac, Costanza Conforti, Michael Kuchnik, Lora Aroyo, Omar Benjelloun, Elena Simperl

CoRR, 2024

Croissant: A Metadata Format for ML-Ready Datasets.

Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Joan Giner-Miguelez, Nitisha Jain, Michael Kuchnik, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Pierre Ruyssen, Rajat Shinde, Elena Simperl, Goeffry Thomas, Slava Tykhonov, Joaquin Vanschoren, Steffen Vogler, Carole-Jean Wu

CoRR, 2024

Croissant: A Metadata Format for ML-Ready Datasets.

Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Pieter Gijsbers, Joan Giner-Miguelez, Nitisha Jain, Michael Kuchnik, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Pierre Ruyssen, Rajat Shinde, Elena Simperl, Goeffry Thomas, Slava Tykhonov, Joaquin Vanschoren, Jos van der Velde, Steffen Vogler, Carole-Jean Wu

Proceedings of the Eighth Workshop on Data Management for End-to-End Machine Learning, 2024

2022

At the Intersection of NLP and Sustainable Development: Exploring the Impact of Demographic-Aware Text Representations in Modeling Value on a Corpus of Interviews.

Goya van Boven, Stephanie Hirmer, Costanza Conforti

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Incorporating Stock Market Signals for Twitter Stance Detection.

Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Building Representative Corpora from Illiterate Communities: A Review of Challenges and Mitigation Strategies for Developing Countries.

Stephanie Hirmer, Alycia Leonard, Josephine Tumwesige, Costanza Conforti

CoRR, 2021

Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus.

Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier

Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, 2021

Building Representative Corpora from Illiterate Communities: A Reviewof Challenges and Mitigation Strategies for Developing Countries.

Stephanie Hirmer, Alycia Leonard, Josephine Tumwesige, Costanza Conforti

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Adversarial Training for News Stance Detection: Leveraging Signals from a Multi-Genre Corpus.

Costanza Conforti, Jakob Berndt, Marco Basaldella, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier

Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, 2021

Integrating Transformers and Knowledge Graphs for Twitter Stance Detection.

Thomas Hikaru Clark, Costanza Conforti, Fangyu Liu, Zaiqiao Meng, Ehsan Shareghi, Nigel Collier

Proceedings of the Seventh Workshop on Noisy User-generated Text, 2021

2020

Natural language processing for achieving sustainable development: the case of neural labelling to enhance community profiling.

Costanza Conforti, Stephanie Hirmer, David Morgan, Marco Basaldella, Yau Ben Or

CoRR, 2020

Natural Language Processing for Achieving Sustainable Development: the Case of Neural Labelling to Enhance Community Profiling.

Costanza Conforti, Stephanie Hirmer, Dai Morgan, Marco Basaldella, Yau Ben Or

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval.

Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Will-They-Won't-They: A Very Large Dataset for Stance Detection on Twitter.

Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Neural architectures for open-type relation argument extraction.

Benjamin Roth, Costanza Conforti, Nina Pörner, Sanjeev Kumar Karn, Hinrich Schütze

Nat. Lang. Eng., 2019

2018

Towards Automatic Fake News Detection: Cross-Level Stance Detection in News Articles.

Costanza Conforti, Mohammad Taher Pilehvar, Nigel Collier

Proceedings of the First Workshop on Fact Extraction and VERification, 2018

Modeling the Fake News Challenge as a Cross-Level Stance Detection Task.

Costanza Conforti, Mohammad Taher Pilehvar, Nigel Collier

Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), 2018

Neural Morphological Tagging of Lemma Sequences for Machine Translation.

Costanza Conforti, Matthias Huck, Alexander M. Fraser

Proceedings of the 13th Conference of the Association for Machine Translation in the Americas, 2018

2017

Supervised Word Sense Disambiguation for Venetan: A Proof-of-Concept Experiment.

Costanza Conforti, Alexander M. Fraser

Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

2016

FBK's Neural Machine Translation Systems for IWSLT 2016.

M. Amin Farajian, Rajen Chatterjee, Costanza Conforti, Shahab Jalalvand, Vevake Balaraman, Mattia Antonino Di Gangi, Duygu Ataman, Marco Turchi, Matteo Negri, Marcello Federico

Proceedings of the 13th International Conference on Spoken Language Translation, 2016