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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 22 1 IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages ... Bugliarello, Emanuele; Liu, Fangyu; Pfeiffer, Jonas. - : arXiv, 2022 BASE Show details 2 MDAPT: Multilingual Domain Adaptive Pretraining in a Single Model ... Jørgensen, Rasmus Kær; Hartmann, Mareike; Dai, Xiang. - : arXiv, 2021 BASE Show details 3 Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bugliarello, Emanuele; Elliott, Desmond. - : Underline Science Inc., 2021 BASE Show details 4 Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bugliarello, Emanuele; Elliott, Desmond. - : Underline Science Inc., 2021 BASE Show details 5 Multimodal pretraining unmasked: A meta-analysis and a unified framework of vision-and-language berts ... Bugliarello, Emanuele; Cotterell, Ryan; Okazaki, Naoaki. - : ETH Zurich, 2021 BASE Show details 6 mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Dai, Xiang; Elliott, Desmond. - : Underline Science Inc., 2021 BASE Show details 7 Visually Grounded Reasoning across Languages and Cultures ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bugliarello, Emanuele; Collier, Nigel. - : Underline Science Inc., 2021 BASE Show details 8 Visually Grounded Reasoning across Languages and Cultures ... Liu, Fangyu; Bugliarello, Emanuele; Ponti, Edoardo Maria; Reddy, Siva; Collier, Nigel; Elliott, Desmond. - : arXiv, 2021 Abstract: The design of widespread vision-and-language datasets and pre-trained encoders directly adopts, or draws inspiration from, the concepts and images of ImageNet. While one can hardly overestimate how much this benchmark contributed to progress in computer vision, it is mostly derived from lexical databases and image queries in English, resulting in source material with a North American or Western European bias. Therefore, we devise a new protocol to construct an ImageNet-style hierarchy representative of more languages and cultures. In particular, we let the selection of both concepts and images be entirely driven by native speakers, rather than scraping them automatically. Specifically, we focus on a typologically diverse set of languages, namely, Indonesian, Mandarin Chinese, Swahili, Tamil, and Turkish. On top of the concepts and images obtained through this new protocol, we create a multilingual dataset for {M}ulticultur{a}l {R}easoning over {V}ision and {L}anguage (MaRVL) by eliciting statements from ... : EMNLP 2021; Fangyu and Emanuele contributed equally; MaRVL website: https://marvl-challenge.github.io ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; Computer Vision and Pattern Recognition cs.CV; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2109.13238 https://arxiv.org/abs/2109.13238 BASE Hide details 9 Multimodal pretraining unmasked: A meta-analysis and a unified framework of vision-and-language berts Okazaki, Naoaki; Bugliarello, Emanuele; Cotterell, Ryan... In: Transactions of the Association for Computational Linguistics, 9 (2021) BASE Show details 10 The Role of Syntactic Planning in Compositional Image Captioning ... Bugliarello, Emanuele; Elliott, Desmond. - : arXiv, 2021 BASE Show details 11 Visually Grounded Reasoning across Languages and Cultures ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Nigel; Bugliarello, Emanuele. - : Underline Science Inc., 2021 BASE Show details 12 CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning ... Suglia, Alessandro; Konstas, Ioannis; Vanzo, Andrea. - : arXiv, 2020 BASE Show details 13 The Sensitivity of Language Models and Humans to Winograd Schema Perturbations ... Abdou, Mostafa; Ravishankar, Vinit; Barrett, Maria. - : arXiv, 2020 BASE Show details 14 Bootstrapping Disjoint Datasets for Multilingual Multimodal Representation Learning ... Kádár, Ákos; Chrupała, Grzegorz; Alishahi, Afra. - : arXiv, 2019 BASE Show details 15 Cross-lingual Visual Verb Sense Disambiguation ... Gella, Spandana; Elliott, Desmond; Keller, Frank. - : arXiv, 2019 BASE Show details 16 Lessons learned in multilingual grounded language learning ... Kádár, Ákos; Elliott, Desmond; Côté, Marc-Alexandre. - : arXiv, 2018 BASE Show details 17 Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description ... Elliott, Desmond; Frank, Stella; Barrault, Loïc. - : arXiv, 2017 BASE Show details 18 Cross-linguistic differences and similarities in image descriptions ... van Miltenburg, Emiel; Elliott, Desmond; Vossen, Piek. - : arXiv, 2017 BASE Show details 19 Multi30K: Multilingual English-German Image Descriptions Elliott, Desmond [Verfasser]; Frank, Stella [Verfasser]; Sima'an, Khalil [Verfasser]. - Aachen : Universitätsbibliothek der RWTH Aachen, 2016 DNB Subject Category Language Show details 20 Multi30K: Multilingual English-German Image Descriptions ... Elliott, Desmond; Frank, Stella; Sima'an, Khalil. - : arXiv, 2016 BASE Show details Page: 1 2

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