Matrix Completion in the Unit Hypercube via Structured Matrix Factorization. - Emanuele Bugliarello; Swayambhoo Jain; Vineeth Rakesh (IJCAI, 2019)

Improving Neural Machine Translation with Parent-Scaled Self-Attention. - Emanuele Bugliarello; Naoaki Okazaki (CoRR, 2019)

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 (ACL, 2020)

Enhancing Machine Translation with Dependency-Aware Self-Attention. - Emanuele Bugliarello; Naoaki Okazaki (ACL, 2020)

Multimodal Pretraining Unmasked: Unifying the Vision and Language BERTs. - Emanuele Bugliarello; Ryan Cotterell; Naoaki Okazaki; Desmond Elliott (CoRR, 2020)

On Language Models for Creoles. - Heather C. Lent; Emanuele Bugliarello; Miryam de Lhoneux; Chen Qiu 005; Anders Søgaard (CoNLL, 2021)

The Role of Syntactic Planning in Compositional Image Captioning. - Emanuele Bugliarello; Desmond Elliott (EACL, 2021)

Visually Grounded Reasoning across Languages and Cultures. - Fangyu Liu 001; Emanuele Bugliarello; Edoardo Maria Ponti; Siva Reddy; Nigel Collier; Desmond Elliott (EMNLP (1), 2021)

Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers. - Stella Frank; Emanuele Bugliarello; Desmond Elliott (EMNLP (1), 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)

Ancestor-to-Creole Transfer is Not a Walk in the Park. - Heather C. Lent; Emanuele Bugliarello; Anders Søgaard (Insights@ACL, 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; et al. (ACL (1), 2022)

Multilingual Multimodal Learning with Machine Translated Text. - Chen Qiu 005; Dan Oneata; Emanuele Bugliarello; Stella Frank; Desmond Elliott (EMNLP (Findings), 2022)

IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. - Emanuele Bugliarello; Fangyu Liu 001; Jonas Pfeiffer; Siva Reddy; Desmond Elliott; Edoardo Maria Ponti; Ivan Vulic (ICML, 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 (WWW, 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)

Measuring Progress in Fine-grained Vision-and-Language Understanding. - Emanuele Bugliarello; Laurent Sartran; Aishwarya Agrawal; Lisa Anne Hendricks; Aida Nematzadeh (ACL (1), 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 (EACL (Findings), 2023)

Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining. - Emanuele Bugliarello; Aida Nematzadeh; Lisa Anne Hendricks (EMNLP, 2023)

Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models. - Laura Cabello; Emanuele Bugliarello; Stephanie Brandl; Desmond Elliott (EMNLP, 2023)

Language Modelling with Pixels. - Phillip Rust; Jonas F. Lotz; Emanuele Bugliarello; Elizabeth Salesky; Miryam de Lhoneux; Desmond Elliott (ICLR, 2023)

StoryBench: A Multifaceted Benchmark for Continuous Story Visualization. - Emanuele Bugliarello; H. Hernan Moraldo; Ruben Villegas; Mohammad Babaeizadeh; Mohammad Taghi Saffar; Han Zhang 010; Dumitru Erhan; Vittorio Ferrari; Pieter-Jan Kindermans; Paul Voigtlaender (NeurIPS, 2023)

Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation. - Tosho Hirasawa; Emanuele Bugliarello; Desmond Elliott; Mamoru Komachi (WMT, 2023)

A Study of Autoregressive Decoders for Multi-Tasking in Computer Vision. - Lucas Beyer; Bo Wan; Gagan Madan; Filip Pavetic; Andreas Steiner 001; Alexander Kolesnikov 003; André Susano Pinto; Emanuele Bugliarello; Xiao Wang 038; Qihang Yu; Liang-Chieh Chen; Xiaohua Zhai (CoRR, 2023)

On the Interplay between Fairness and Explainability. - Stephanie Brandl; Emanuele Bugliarello; Ilias Chalkidis (CoRR, 2023)

MuLan: A Study of Fact Mutability in Language Models. - Constanza Fierro; Nicolas Garneau; Emanuele Bugliarello; Yova Kementchedjhieva; Anders Søgaard (NAACL (Short Papers), 2024)

PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model. - Rita Ramos; Emanuele Bugliarello; Bruno Martins 001; Desmond Elliott (NAACL-HLT (Findings), 2024)

No Filter: Cultural and Socioeconomic Diversity in Contrastive Vision-Language Models. - Angéline Pouget; Lucas Beyer; Emanuele Bugliarello; Xiao Wang 038; Andreas Steiner 001; Xiaohua Zhai; Ibrahim M. Alabdulmohsin (NeurIPS, 2024)

Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings. - Olivia Wiles; Chuhan Zhang; Isabela Albuquerque; Ivana Kajic; Su Wang 001; Emanuele Bugliarello; Yasumasa Onoe; Chris Knutsen; Cyrus Rashtchian; Jordi Pont-Tuset; Aida Nematzadeh (CoRR, 2024)

PaliGemma: A versatile 3B VLM for transfer. - Lucas Beyer; Andreas Steiner 001; André Susano Pinto; Alexander Kolesnikov 003; Xiao Wang 038; Daniel Salz; Maxim Neumann; Ibrahim Alabdulmohsin; Michael Tschannen; Emanuele Bugliarello; Thomas Unterthiner; Daniel Keysers; et al. (CoRR, 2024)

PaliGemma 2: A Family of Versatile VLMs for Transfer. - Andreas Steiner 001; André Susano Pinto; Michael Tschannen; Daniel Keysers; Xiao Wang 038; Yonatan Bitton; Alexey A. Gritsenko; Matthias Minderer; Anthony Sherbondy; Shangbang Long; Siyang Qin; R. Reeve Ingle; et al. (CoRR, 2024)

Revisiting text-to-image evaluation with Gecko: on metrics, prompts, and human rating. - Olivia Wiles; Chuhan Zhang; Isabela Albuquerque; Ivana Kajic; Su Wang 001; Emanuele Bugliarello; Yasumasa Onoe; Pinelopi Papalampidi; Ira Ktena; Christopher Knutsen; Cyrus Rashtchian; Anant Nawalgaria; et al. (ICLR, 2025)

What Are You Doing? A Closer Look at Controllable Human Video Generation. - Emanuele Bugliarello; Anurag Arnab; Roni Paiss; Pieter-Jan Kindermans; Cordelia Schmid (CoRR, 2025)