Proceedings of the Third Workshop on Multimodal Artificial Intelligence

Proceedings of the Third Workshop on Multimodal Artificial Intelligence Amir Zadeh editor Louis-Philippe Morency editor Paul Pu Liang editor Candace Ross editor Ruslan Salakhutdinov editor Soujanya Poria editor Erik Cambria editor Kelly Shi editor 2021-06 Association for Computational Linguistics Mexico City, Mexico text conference publication maiworkshop-2021-multimodal https://aclanthology.org/2021.maiworkshop-1.0/ Multimodal Weighted Fusion of Transformers for Movie Genre Classification Isaac Rodríguez Bribiesca author Adrián Pastor López Monroy author Manuel Montes-y-Gómez author 2021-06 text Proceedings of the Third Workshop on Multimodal Artificial Intelligence Amir Zadeh editor Louis-Philippe Morency editor Paul Pu Liang editor Candace Ross editor Ruslan Salakhutdinov editor Soujanya Poria editor Erik Cambria editor Kelly Shi editor Association for Computational Linguistics Mexico City, Mexico conference publication rodriguez-bribiesca-etal-2021-multimodal 10.18653/v1/2021.maiworkshop-1.1 https://aclanthology.org/2021.maiworkshop-1.1/ 2021-06 1 5 On Randomized Classification Layers and Their Implications in Natural Language Generation Gal-Lev Shalev author Gabi Shalev author Joseph Keshet author 2021-06 text Proceedings of the Third Workshop on Multimodal Artificial Intelligence Amir Zadeh editor Louis-Philippe Morency editor Paul Pu Liang editor Candace Ross editor Ruslan Salakhutdinov editor Soujanya Poria editor Erik Cambria editor Kelly Shi editor Association for Computational Linguistics Mexico City, Mexico conference publication shalev-etal-2021-randomized 10.18653/v1/2021.maiworkshop-1.2 https://aclanthology.org/2021.maiworkshop-1.2/ 2021-06 6 11 COIN: Conversational Interactive Networks for Emotion Recognition in Conversation Haidong Zhang author Yekun Chai author 2021-06 text Proceedings of the Third Workshop on Multimodal Artificial Intelligence Amir Zadeh editor Louis-Philippe Morency editor Paul Pu Liang editor Candace Ross editor Ruslan Salakhutdinov editor Soujanya Poria editor Erik Cambria editor Kelly Shi editor Association for Computational Linguistics Mexico City, Mexico conference publication zhang-chai-2021-coin 10.18653/v1/2021.maiworkshop-1.3 https://aclanthology.org/2021.maiworkshop-1.3/ 2021-06 12 18 A First Look: Towards Explainable TextVQA Models via Visual and Textual Explanations Varun Nagaraj Rao author Xingjian Zhen author Karen Hovsepian author Mingwei Shen author 2021-06 text Proceedings of the Third Workshop on Multimodal Artificial Intelligence Amir Zadeh editor Louis-Philippe Morency editor Paul Pu Liang editor Candace Ross editor Ruslan Salakhutdinov editor Soujanya Poria editor Erik Cambria editor Kelly Shi editor Association for Computational Linguistics Mexico City, Mexico conference publication nagaraj-rao-etal-2021-first 10.18653/v1/2021.maiworkshop-1.4 https://aclanthology.org/2021.maiworkshop-1.4/ 2021-06 19 29 Multi Task Learning based Framework for Multimodal Classification Danting Zeng author 2021-06 text Proceedings of the Third Workshop on Multimodal Artificial Intelligence Amir Zadeh editor Louis-Philippe Morency editor Paul Pu Liang editor Candace Ross editor Ruslan Salakhutdinov editor Soujanya Poria editor Erik Cambria editor Kelly Shi editor Association for Computational Linguistics Mexico City, Mexico conference publication zeng-2021-multi 10.18653/v1/2021.maiworkshop-1.5 https://aclanthology.org/2021.maiworkshop-1.5/ 2021-06 30 35 Validity-Based Sampling and Smoothing Methods for Multiple Reference Image Captioning Shunta Nagasawa author Yotaro Watanabe author Hitoshi Iyatomi author 2021-06 text Proceedings of the Third Workshop on Multimodal Artificial Intelligence Amir Zadeh editor Louis-Philippe Morency editor Paul Pu Liang editor Candace Ross editor Ruslan Salakhutdinov editor Soujanya Poria editor Erik Cambria editor Kelly Shi editor Association for Computational Linguistics Mexico City, Mexico conference publication nagasawa-etal-2021-validity 10.18653/v1/2021.maiworkshop-1.6 https://aclanthology.org/2021.maiworkshop-1.6/ 2021-06 36 41 Modality-specific Distillation Woojeong Jin author Maziar Sanjabi author Shaoliang Nie author Liang Tan author Xiang Ren author Hamed Firooz author 2021-06 text Proceedings of the Third Workshop on Multimodal Artificial Intelligence Amir Zadeh editor Louis-Philippe Morency editor Paul Pu Liang editor Candace Ross editor Ruslan Salakhutdinov editor Soujanya Poria editor Erik Cambria editor Kelly Shi editor Association for Computational Linguistics Mexico City, Mexico conference publication jin-etal-2021-modality 10.18653/v1/2021.maiworkshop-1.7 https://aclanthology.org/2021.maiworkshop-1.7/ 2021-06 42 53 Cold Start Problem For Automated Live Video Comments Hao Wu author François Pitie author Gareth Jones author 2021-06 text Proceedings of the Third Workshop on Multimodal Artificial Intelligence Amir Zadeh editor Louis-Philippe Morency editor Paul Pu Liang editor Candace Ross editor Ruslan Salakhutdinov editor Soujanya Poria editor Erik Cambria editor Kelly Shi editor Association for Computational Linguistics Mexico City, Mexico conference publication wu-etal-2021-cold 10.18653/v1/2021.maiworkshop-1.8 https://aclanthology.org/2021.maiworkshop-1.8/ 2021-06 54 62 ¡Qué maravilla! Multimodal Sarcasm Detection in Spanish: a Dataset and a Baseline Khalid Alnajjar author Mika Hämäläinen author 2021-06 text Proceedings of the Third Workshop on Multimodal Artificial Intelligence Amir Zadeh editor Louis-Philippe Morency editor Paul Pu Liang editor Candace Ross editor Ruslan Salakhutdinov editor Soujanya Poria editor Erik Cambria editor Kelly Shi editor Association for Computational Linguistics Mexico City, Mexico conference publication alnajjar-hamalainen-2021-que 10.18653/v1/2021.maiworkshop-1.9 https://aclanthology.org/2021.maiworkshop-1.9/ 2021-06 63 68 A Package for Learning on Tabular and Text Data with Transformers Ken Gu author Akshay Budhkar author 2021-06 text Proceedings of the Third Workshop on Multimodal Artificial Intelligence Amir Zadeh editor Louis-Philippe Morency editor Paul Pu Liang editor Candace Ross editor Ruslan Salakhutdinov editor Soujanya Poria editor Erik Cambria editor Kelly Shi editor Association for Computational Linguistics Mexico City, Mexico conference publication gu-budhkar-2021-package 10.18653/v1/2021.maiworkshop-1.10 https://aclanthology.org/2021.maiworkshop-1.10/ 2021-06 69 73 Semantic Aligned Multi-modal Transformer for Vision-LanguageUnderstanding: A Preliminary Study on Visual QA Han Ding author Li Erran Li author Zhiting Hu author Yi Xu author Dilek Hakkani-Tur author Zheng Du author Belinda Zeng author 2021-06 text Proceedings of the Third Workshop on Multimodal Artificial Intelligence Amir Zadeh editor Louis-Philippe Morency editor Paul Pu Liang editor Candace Ross editor Ruslan Salakhutdinov editor Soujanya Poria editor Erik Cambria editor Kelly Shi editor Association for Computational Linguistics Mexico City, Mexico conference publication ding-etal-2021-semantic 10.18653/v1/2021.maiworkshop-1.11 https://aclanthology.org/2021.maiworkshop-1.11/ 2021-06 74 78 GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering Weixin Liang author Yanhao Jiang author Zixuan Liu author 2021-06 text Proceedings of the Third Workshop on Multimodal Artificial Intelligence Amir Zadeh editor Louis-Philippe Morency editor Paul Pu Liang editor Candace Ross editor Ruslan Salakhutdinov editor Soujanya Poria editor Erik Cambria editor Kelly Shi editor Association for Computational Linguistics Mexico City, Mexico conference publication liang-etal-2021-graghvqa 10.18653/v1/2021.maiworkshop-1.12 https://aclanthology.org/2021.maiworkshop-1.12/ 2021-06 79 86 Learning to Select Question-Relevant Relations for Visual Question Answering Jaewoong Lee author Heejoon Lee author Hwanhee Lee author Kyomin Jung author 2021-06 text Proceedings of the Third Workshop on Multimodal Artificial Intelligence Amir Zadeh editor Louis-Philippe Morency editor Paul Pu Liang editor Candace Ross editor Ruslan Salakhutdinov editor Soujanya Poria editor Erik Cambria editor Kelly Shi editor Association for Computational Linguistics Mexico City, Mexico conference publication lee-etal-2021-learning 10.18653/v1/2021.maiworkshop-1.13 https://aclanthology.org/2021.maiworkshop-1.13/ 2021-06 87 96