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Revisiting Transformer-based Models for Long Document Classification



Xiang Dai , Ilias Chalkidis , Sune Darkner , Desmond Elliott


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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 Vulić


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Visually Grounded Reasoning across Languages and Cultures



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

* EMNLP 2021; Fangyu and Emanuele contributed equally; MaRVL website: https://marvl-challenge.github.io 

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MDAPT: Multilingual Domain Adaptive Pretraining in a Single Model



Rasmus Kær Jørgensen , Mareike Hartmann , Xiang Dai , Desmond Elliott

* Findings of EMNLP 2021 

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



Stella Frank , Emanuele Bugliarello , Desmond Elliott

* EMNLP 2021 

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The Role of Syntactic Planning in Compositional Image Captioning



Emanuele Bugliarello , Desmond Elliott

* Accepted at EACL 2021 

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Multimodal Pretraining Unmasked: Unifying the Vision and Language BERTs



Emanuele Bugliarello , Ryan Cotterell , Naoaki Okazaki , Desmond Elliott


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Multimodal Speech Recognition with Unstructured Audio Masking



Tejas Srinivasan , Ramon Sanabria , Florian Metze , Desmond Elliott

* Accepted to NLP Beyond Text workshop, EMNLP 2020 

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Textual Supervision for Visually Grounded Spoken Language Understanding



Bertrand Higy , Desmond Elliott , Grzegorz Chrupała

* Findings of EMNLP 2020 

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Fine-Grained Grounding for Multimodal Speech Recognition



Tejas Srinivasan , Ramon Sanabria , Florian Metze , Desmond Elliott

* Accepted to Findings of EMNLP 2020 

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