Roberto Dessì

According to our database, Roberto Dessì authored at least 14 papers between 2018 and 2023.

Collaborative distances:

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

2023

Augmented Language Models: a Survey.

Grégoire Mialon, Roberto Dessì, Maria Lomeli, Christoforos Nalmpantis, Ramakanth Pasunuru, Roberta Raileanu, Baptiste Rozière, Timo Schick, Jane Dwivedi-Yu, Asli Celikyilmaz, Edouard Grave, Yann LeCun, Thomas Scialom

CoRR, 2023

Toolformer: Language Models Can Teach Themselves to Use Tools.

Timo Schick, Jane Dwivedi-Yu, Roberto Dessì, Roberta Raileanu, Maria Lomeli, Luke Zettlemoyer, Nicola Cancedda, Thomas Scialom

CoRR, 2023

Toolformer: Language Models Can Teach Themselves to Use Tools.

Timo Schick, Jane Dwivedi-Yu, Roberto Dessì, Roberta Raileanu, Maria Lomeli, Eric Hambro, Luke Zettlemoyer, Nicola Cancedda, Thomas Scialom

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Can discrete information extraction prompts generalize across language models?

Nathanaël Carraz Rakotonirina, Roberto Dessì, Fabio Petroni, Sebastian Riedel, Marco Baroni

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Robustness of Named-Entity Replacements for In-Context Learning.

Saeed Goodarzi, Nikhil Kagita, Dennis Minn, Shufan Wang, Roberto Dessì, Shubham Toshniwal, Adina Williams, Jack Lanchantin, Koustuv Sinha

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Cross-Domain Image Captioning with Discriminative Finetuning.

Roberto Dessì, Michele Bevilacqua, Eleonora Gualdoni, Nathanaël Carraz Rakotonirina, Francesca Franzon, Marco Baroni

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Referential Communication in Heterogeneous Communities of Pre-trained Visual Deep Networks.

Mateo Mahaut, Francesca Franzon, Roberto Dessì, Marco Baroni

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Communication breakdown: On the low mutual intelligibility between human and neural captioning.

Roberto Dessì, Eleonora Gualdoni, Francesca Franzon, Gemma Boleda, Marco Baroni

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Interpretable agent communication from scratch (with a generic visual processor emerging on the side).

Roberto Dessì, Eugene Kharitonov, Marco Baroni

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Can Transformers Jump Around Right in Natural Language? Assessing Performance Transfer from SCAN.

Rahma Chaabouni, Roberto Dessì, Eugene Kharitonov

Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021

2019

Focus on What's Informative and Ignore What's not: Communication Strategies in a Referential Game.

Roberto Dessì, Diane Bouchacourt, Davide Crepaldi, Marco Baroni

CoRR, 2019

Enhancing Transformer for End-to-end Speech-to-Text Translation.

Mattia Antonino Di Gangi, Matteo Negri, Roldano Cattoni, Roberto Dessì, Marco Turchi

Proceedings of Machine Translation Summit XVII Volume 1: Research Track, 2019

CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional Networks.

Roberto Dessì, Marco Baroni

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Fine-tuning on Clean Data for End-to-End Speech Translation: FBK @ IWSLT 2018.

Mattia Antonino Di Gangi, Roberto Dessì, Roldano Cattoni, Matteo Negri, Marco Turchi

Proceedings of the 15th International Conference on Spoken Language Translation, 2018