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ORCIDEmanuele Bugliarello
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2020 – today
- 2024
[c22]Constanza Fierro, Nicolas Garneau, Emanuele Bugliarello
, Yova Kementchedjhieva, Anders Søgaard:
MuLan: A Study of Fact Mutability in Language Models. NAACL (Short Papers) 2024: 762-771- [c21]Rita Ramos, Emanuele Bugliarello, Bruno Martins, Desmond Elliott:
PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model. NAACL-HLT (Findings) 2024: 3549-3564 - [c20]Angéline Pouget, Lucas Beyer, Emanuele Bugliarello, Xiao Wang, Andreas Steiner, Xiaohua Zhai, Ibrahim M. Alabdulmohsin:
No Filter: Cultural and Socioeconomic Diversity in Contrastive Vision-Language Models. NeurIPS 2024 - [i26]Constanza Fierro, Nicolas Garneau, Emanuele Bugliarello, Yova Kementchedjhieva, Anders Søgaard:
MuLan: A Study of Fact Mutability in Language Models. CoRR abs/2404.03036 (2024) - [i25]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 abs/2404.16820 (2024) - [i24]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 abs/2405.13777 (2024) - [i23]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 abs/2407.07726 (2024) - [i22]Andreas Steiner, André Susano Pinto, Michael Tschannen, Daniel Keysers, Xiao Wang, Yonatan Bitton, Alexey A. Gritsenko, Matthias Minderer, Anthony Sherbondy, Shangbang Long, Siyang Qin, R. Reeve Ingle, Emanuele Bugliarello, Sahar Kazemzadeh, Thomas Mesnard, Ibrahim Alabdulmohsin, Lucas Beyer, Xiaohua Zhai:
PaliGemma 2: A Family of Versatile VLMs for Transfer. CoRR abs/2412.03555 (2024) - 2023
- [c19]Emanuele Bugliarello, Laurent Sartran, Aishwarya Agrawal, Lisa Anne Hendricks, Aida Nematzadeh:
Measuring Progress in Fine-grained Vision-and-Language Understanding. ACL (1) 2023: 1559-1582 - [c18]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: 1171-1196 - [c17]Emanuele Bugliarello, Aida Nematzadeh, Lisa Anne Hendricks:
Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining. EMNLP 2023: 3052-3071 - [c16]Laura Cabello, Emanuele Bugliarello, Stephanie Brandl, Desmond Elliott:
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models. EMNLP 2023: 8465-8483 - [c15]Phillip Rust, Jonas F. Lotz, Emanuele Bugliarello, Elizabeth Salesky, Miryam de Lhoneux, Desmond Elliott:
Language Modelling with Pixels. ICLR 2023 - [c14]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 - [c13]Tosho Hirasawa, Emanuele Bugliarello, Desmond Elliott, Mamoru Komachi:
Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation. WMT 2023: 522-535 - [i21]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 abs/2303.17376 (2023) - [i20]Emanuele Bugliarello, Laurent Sartran, Aishwarya Agrawal, Lisa Anne Hendricks, Aida Nematzadeh:
Measuring Progress in Fine-grained Vision-and-Language Understanding. CoRR abs/2305.07558 (2023) - [i19]Emanuele Bugliarello, Aida Nematzadeh, Lisa Anne Hendricks:
Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining. CoRR abs/2305.14281 (2023) - [i18]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 abs/2308.11606 (2023) - [i17]Stephanie Brandl, Emanuele Bugliarello, Ilias Chalkidis:
On the Interplay between Fairness and Explainability. CoRR abs/2310.16607 (2023) - [i16]Laura Cabello, Emanuele Bugliarello, Stephanie Brandl, Desmond Elliott:
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models. CoRR abs/2310.17530 (2023) - 2022
- [c12]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: 6997-7013 - [c11]Heather C. Lent, Emanuele Bugliarello, Anders Søgaard:
Ancestor-to-Creole Transfer is Not a Walk in the Park. Insights@ACL 2022: 68-74 - [c10]Chen Qiu, Dan Oneata, Emanuele Bugliarello, Stella Frank, Desmond Elliott:
Multilingual Multimodal Learning with Machine Translated Text. EMNLP (Findings) 2022: 4178-4193 - [c9]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: 2370-2392 - [c8]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: 2936-2945 - [i15]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 abs/2201.11732 (2022) - [i14]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 abs/2203.10020 (2022) - [i13]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 abs/2204.10463 (2022) - [i12]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 abs/2205.12191 (2022) - [i11]Heather C. Lent, Emanuele Bugliarello, Anders Søgaard:
Ancestor-to-Creole Transfer is Not a Walk in the Park. CoRR abs/2206.04371 (2022) - [i10]Phillip Rust, Jonas F. Lotz, Emanuele Bugliarello, Elizabeth Salesky, Miryam de Lhoneux, Desmond Elliott:
Language Modelling with Pixels. CoRR abs/2207.06991 (2022) - [i9]Chen Qiu, Dan Oneata, Emanuele Bugliarello, Stella Frank, Desmond Elliott:
Multilingual Multimodal Learning with Machine Translated Text. CoRR abs/2210.13134 (2022) - 2021
- [j1]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: 978-994 (2021) - [c7]Heather C. Lent, Emanuele Bugliarello, Miryam de Lhoneux, Chen Qiu, Anders Søgaard:
On Language Models for Creoles. CoNLL 2021: 58-71 - [c6]Emanuele Bugliarello, Desmond Elliott:
The Role of Syntactic Planning in Compositional Image Captioning. EACL 2021: 593-607 - [c5]Stella Frank, Emanuele Bugliarello, Desmond Elliott:
Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers. EMNLP (1) 2021: 9847-9857 - [c4]Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott:
Visually Grounded Reasoning across Languages and Cultures. EMNLP (1) 2021: 10467-10485 - [i8]Emanuele Bugliarello, Desmond Elliott:
The Role of Syntactic Planning in Compositional Image Captioning. CoRR abs/2101.11911 (2021) - [i7]Stella Frank, Emanuele Bugliarello, Desmond Elliott:
Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers. CoRR abs/2109.04448 (2021) - [i6]Heather C. Lent, Emanuele Bugliarello, Miryam de Lhoneux, Chen Qiu, Anders Søgaard:
On Language Models for Creoles. CoRR abs/2109.06074 (2021) - [i5]Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott:
Visually Grounded Reasoning across Languages and Cultures. CoRR abs/2109.13238 (2021) - 2020
- [c3]Emanuele Bugliarello, Naoaki Okazaki:
Enhancing Machine Translation with Dependency-Aware Self-Attention. ACL 2020: 1618-1627 - [c2]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: 1640-1649 - [i4]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 abs/2005.02354 (2020) - [i3]Emanuele Bugliarello, Ryan Cotterell, Naoaki Okazaki, Desmond Elliott:
Multimodal Pretraining Unmasked: Unifying the Vision and Language BERTs. CoRR abs/2011.15124 (2020)
2010 – 2019
- 2019
- [c1]Emanuele Bugliarello, Swayambhoo Jain, Vineeth Rakesh:
Matrix Completion in the Unit Hypercube via Structured Matrix Factorization. IJCAI 2019: 2038-2044 - [i2]Emanuele Bugliarello, Swayambhoo Jain, Vineeth Rakesh:
Matrix Completion in the Unit Hypercube via Structured Matrix Factorization. CoRR abs/1905.12881 (2019) - [i1]Emanuele Bugliarello, Naoaki Okazaki:
Improving Neural Machine Translation with Parent-Scaled Self-Attention. CoRR abs/1909.03149 (2019)
Coauthor Index
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