Emanuele Bugliarello

According to our database, Emanuele Bugliarello authored at least 25 papers between 2019 and 2023.

Collaborative distances:

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

2023

On the Interplay between Fairness and Explainability.

Stephanie Brandl, Emanuele Bugliarello, Ilias Chalkidis

CoRR, 2023

A Study of Autoregressive Decoders for Multi-Tasking in Computer Vision.

Lucas Beyer, Bo Wan, Gagan Madan, Filip Pavetic, Andreas Steiner, Alexander Kolesnikov, André Susano Pinto, Emanuele Bugliarello, Xiao Wang, Qihang Yu, Liang-Chieh Chen, Xiaohua Zhai

CoRR, 2023

Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation.

Tosho Hirasawa, Emanuele Bugliarello, Desmond Elliott, Mamoru Komachi

Proceedings of the Eighth Conference on Machine Translation, 2023

StoryBench: A Multifaceted Benchmark for Continuous Story Visualization.

Emanuele Bugliarello, H. Hernan Moraldo, Ruben Villegas, Mohammad Babaeizadeh, Mohammad Taghi Saffar, Han Zhang, Dumitru Erhan, Vittorio Ferrari, Pieter-Jan Kindermans, Paul Voigtlaender

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

Language Modelling with Pixels.

Phillip Rust, Jonas F. Lotz, Emanuele Bugliarello, Elizabeth Salesky, Miryam de Lhoneux, Desmond Elliott

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models.

Laura Cabello, Emanuele Bugliarello, Stephanie Brandl, Desmond Elliott

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining.

Emanuele Bugliarello, Aida Nematzadeh, Lisa Anne Hendricks

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization.

Aishwarya Agrawal, Ivana Kajic, Emanuele Bugliarello, Elnaz Davoodi, Anita Gergely, Phil Blunsom, Aida Nematzadeh

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

Measuring Progress in Fine-grained Vision-and-Language Understanding.

Emanuele Bugliarello, Laurent Sartran, Aishwarya Agrawal, Lisa Anne Hendricks, Aida Nematzadeh

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Rethinking Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization.

Aishwarya Agrawal, Ivana Kajic, Emanuele Bugliarello, Elnaz Davoodi, Anita Gergely, Phil Blunsom, Aida Nematzadeh

CoRR, 2022

Mostra: A Flexible Balancing Framework to Trade-off User, Artist and Platform Objectives for Music Sequencing.

Emanuele Bugliarello, Rishabh Mehrotra, James Kirk, Mounia Lalmas

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages.

Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic

Proceedings of the International Conference on Machine Learning, 2022

Multilingual Multimodal Learning with Machine Translated Text.

Chen Qiu, Dan Oneata, Emanuele Bugliarello, Stella Frank, Desmond Elliott

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Challenges and Strategies in Cross-Cultural NLP.

Daniel Hershcovich, Stella Frank, Heather C. Lent, Miryam de Lhoneux, Mostafa Abdou, Stephanie Brandl, Emanuele Bugliarello, Laura Cabello Piqueras, Ilias Chalkidis, Ruixiang Cui, Constanza Fierro, Katerina Margatina, Phillip Rust, Anders Søgaard

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

Ancestor-to-Creole Transfer is Not a Walk in the Park.

Heather C. Lent, Emanuele Bugliarello, Anders Søgaard

Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022

2021

Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs.

Emanuele Bugliarello, Ryan Cotterell, Naoaki Okazaki, Desmond Elliott

Trans. Assoc. Comput. Linguistics, 2021

Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers.

Stella Frank, Emanuele Bugliarello, Desmond Elliott

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Visually Grounded Reasoning across Languages and Cultures.

Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

The Role of Syntactic Planning in Compositional Image Captioning.

Emanuele Bugliarello, Desmond Elliott

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

On Language Models for Creoles.

Heather C. Lent, Emanuele Bugliarello, Miryam de Lhoneux, Chen Qiu, Anders Søgaard

Proceedings of the 25th Conference on Computational Natural Language Learning, 2021

2020

Multimodal Pretraining Unmasked: Unifying the Vision and Language BERTs.

Emanuele Bugliarello, Ryan Cotterell, Naoaki Okazaki, Desmond Elliott

CoRR, 2020

Enhancing Machine Translation with Dependency-Aware Self-Attention.

Emanuele Bugliarello, Naoaki Okazaki

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

It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information.

Emanuele Bugliarello, Sabrina J. Mielke, Antonios Anastasopoulos, Ryan Cotterell, Naoaki Okazaki

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

2019

Improving Neural Machine Translation with Parent-Scaled Self-Attention.

Emanuele Bugliarello, Naoaki Okazaki

CoRR, 2019

Matrix Completion in the Unit Hypercube via Structured Matrix Factorization.

Emanuele Bugliarello, Swayambhoo Jain, Vineeth Rakesh

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019