Emanuele Bugliarello

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 45

Top Topics

Question Answering

Top Venues

Publications

Constanza Fierro, Nicolas Garneau, Emanuele Bugliarello, Yova Kementchedjhieva, Anders Søgaard
MuLan: A Study of Fact Mutability in Language Models. CoRR (2024)
Angéline Pouget, Lucas Beyer, Emanuele Bugliarello, Xiao Wang, Andreas Peter Steiner, Xiaohua Zhai, Ibrahim Alabdulmohsin
No Filter: Cultural and Socioeconomic Diversity in Contrastive Vision-Language Models. CoRR (2024)
Olivia Wiles, Chuhan Zhang, Isabela Albuquerque, Ivana Kajic, Su Wang, Emanuele Bugliarello, Yasumasa Onoe, Chris Knutsen, Cyrus Rashtchian, Jordi Pont-Tuset, Aida Nematzadeh
Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings. CoRR (2024)
Lucas Beyer, Andreas Steiner, André Susano Pinto, Alexander Kolesnikov, Xiao Wang, Daniel Salz, Maxim Neumann, Ibrahim Alabdulmohsin, Michael Tschannen, Emanuele Bugliarello, Thomas Unterthiner, Daniel Keysers, Skanda Koppula, Fangyu Liu, Adam Grycner, Alexey A. Gritsenko, Neil Houlsby, Manoj Kumar, Keran Rong, Julian Eisenschlos, Rishabh Kabra, Matthias Bauer, Matko Bosnjak, Xi Chen, Matthias Minderer, Paul Voigtlaender, Ioana Bica, Ivana Balazevic, Joan Puigcerver, Pinelopi Papalampidi, Olivier J. Hénaff, Xi Xiong, Radu Soricut, Jeremiah Harmsen, Xiaohua Zhai
PaliGemma: A versatile 3B VLM for transfer. CoRR (2024)
Emanuele Bugliarello, Aida Nematzadeh, Lisa Anne Hendricks
Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining. EMNLP (2023)
Laura Cabello, Emanuele Bugliarello, Stephanie Brandl, Desmond Elliott
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models. EMNLP (2023)
Phillip Rust, Jonas F. Lotz, Emanuele Bugliarello, Elizabeth Salesky, Miryam de Lhoneux, Desmond Elliott
Language Modelling with Pixels. ICLR (2023)
Emanuele Bugliarello, Aida Nematzadeh, Lisa Anne Hendricks
Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining. CoRR (2023)
Stephanie Brandl, Emanuele Bugliarello, Ilias Chalkidis
On the Interplay between Fairness and Explainability. CoRR (2023)
Emanuele Bugliarello, Laurent Sartran, Aishwarya Agrawal, Lisa Anne Hendricks, Aida Nematzadeh
Measuring Progress in Fine-grained Vision-and-Language Understanding. CoRR (2023)
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
A Study of Autoregressive Decoders for Multi-Tasking in Computer Vision. CoRR (2023)
Aishwarya Agrawal, Ivana Kajic, Emanuele Bugliarello, Elnaz Davoodi, Anita Gergely, Phil Blunsom, Aida Nematzadeh
Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization. EACL (Findings) (2023)
Emanuele Bugliarello, H. Hernan Moraldo, Ruben Villegas, Mohammad Babaeizadeh, Mohammad Taghi Saffar, Han Zhang, Dumitru Erhan, Vittorio Ferrari, Pieter-Jan Kindermans, Paul Voigtlaender
StoryBench: A Multifaceted Benchmark for Continuous Story Visualization. NeurIPS (2023)
Tosho Hirasawa, Emanuele Bugliarello, Desmond Elliott, Mamoru Komachi
Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation. WMT (2023)
Emanuele Bugliarello, Laurent Sartran, Aishwarya Agrawal, Lisa Anne Hendricks, Aida Nematzadeh
Measuring Progress in Fine-grained Vision-and-Language Understanding. ACL (1) (2023)
Laura Cabello, Emanuele Bugliarello, Stephanie Brandl, Desmond Elliott
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models. CoRR (2023)
Emanuele Bugliarello, Hernan Moraldo, Ruben Villegas, Mohammad Babaeizadeh, Mohammad Taghi Saffar, Han Zhang, Dumitru Erhan, Vittorio Ferrari, Pieter-Jan Kindermans, Paul Voigtlaender
StoryBench: A Multifaceted Benchmark for Continuous Story Visualization. CoRR (2023)
Chen Qiu, Dan Oneata, Emanuele Bugliarello, Stella Frank, Desmond Elliott
Multilingual Multimodal Learning with Machine Translated Text. EMNLP (Findings) (2022)
Emanuele Bugliarello, Rishabh Mehrotra, James Kirk, Mounia Lalmas
Mostra: A Flexible Balancing Framework to Trade-off User, Artist and Platform Objectives for Music Sequencing. WWW (2022)
Aishwarya Agrawal, Ivana Kajic, Emanuele Bugliarello, Elnaz Davoodi, Anita Gergely, Phil Blunsom, Aida Nematzadeh
Rethinking Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization. CoRR (2022)
Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. CoRR (2022)
Chen Qiu, Dan Oneata, Emanuele Bugliarello, Stella Frank, Desmond Elliott
Multilingual Multimodal Learning with Machine Translated Text. CoRR (2022)
Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. ICML (2022)
Heather C. Lent, Emanuele Bugliarello, Anders Søgaard
Ancestor-to-Creole Transfer is Not a Walk in the Park. CoRR (2022)
Emanuele Bugliarello, Rishabh Mehrotra, James Kirk, Mounia Lalmas
Mostra: A Flexible Balancing Framework to Trade-off User, Artist and Platform Objectives for Music Sequencing. CoRR (2022)
Heather C. Lent, Emanuele Bugliarello, Anders Søgaard
Ancestor-to-Creole Transfer is Not a Walk in the Park. Insights@ACL (2022)
Phillip Rust, Jonas F. Lotz, Emanuele Bugliarello, Elizabeth Salesky, Miryam de Lhoneux, Desmond Elliott
Language Modelling with Pixels. CoRR (2022)
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
Challenges and Strategies in Cross-Cultural NLP. CoRR (2022)
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
Challenges and Strategies in Cross-Cultural NLP. ACL (1) (2022)
Emanuele Bugliarello, Desmond Elliott
The Role of Syntactic Planning in Compositional Image Captioning. EACL (2021)
Stella Frank, Emanuele Bugliarello, Desmond Elliott
Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers. EMNLP (1) (2021)
Emanuele Bugliarello, Ryan Cotterell, Naoaki Okazaki, Desmond Elliott
Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs. Trans. Assoc. Comput. Linguistics 9 (2021)
Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott
Visually Grounded Reasoning across Languages and Cultures. EMNLP (1) (2021)
Heather C. Lent, Emanuele Bugliarello, Miryam de Lhoneux, Chen Qiu, Anders Søgaard
On Language Models for Creoles. CoRR (2021)
Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott
Visually Grounded Reasoning across Languages and Cultures. CoRR (2021)
Emanuele Bugliarello, Desmond Elliott
The Role of Syntactic Planning in Compositional Image Captioning. CoRR (2021)
Heather C. Lent, Emanuele Bugliarello, Miryam de Lhoneux, Chen Qiu, Anders Søgaard
On Language Models for Creoles. CoNLL (2021)
Stella Frank, Emanuele Bugliarello, Desmond Elliott
Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers. CoRR (2021)
Emanuele Bugliarello, Ryan Cotterell, Naoaki Okazaki, Desmond Elliott
Multimodal Pretraining Unmasked: Unifying the Vision and Language BERTs. CoRR (2020)
Emanuele Bugliarello, Naoaki Okazaki
Enhancing Machine Translation with Dependency-Aware Self-Attention. ACL (2020)
Emanuele Bugliarello, Sabrina J. Mielke, Antonios Anastasopoulos, Ryan Cotterell, Naoaki Okazaki
It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information. CoRR (2020)
Emanuele Bugliarello, Sabrina J. Mielke, Antonios Anastasopoulos, Ryan Cotterell, Naoaki Okazaki
It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information. ACL (2020)
Emanuele Bugliarello, Naoaki Okazaki
Improving Neural Machine Translation with Parent-Scaled Self-Attention. CoRR (2019)
Emanuele Bugliarello, Swayambhoo Jain, Vineeth Rakesh
Matrix Completion in the Unit Hypercube via Structured Matrix Factorization. CoRR (2019)
Emanuele Bugliarello, Swayambhoo Jain, Vineeth Rakesh
Matrix Completion in the Unit Hypercube via Structured Matrix Factorization. IJCAI (2019)