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On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization



Shruti Palaskar , Akshita Bhagia , Yonatan Bisk , Florian Metze , Alan W Black , Ana Marasovic


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Training Vision-Language Transformers from Captions Alone



Liangke Gui , Qiuyuan Huang , Alex Hauptmann , Yonatan Bisk , Jianfeng Gao


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HEAR 2021: Holistic Evaluation of Audio Representations



Joseph Turian , Jordie Shier , Humair Raj Khan , Bhiksha Raj , Björn W. Schuller , Christian J. Steinmetz , Colin Malloy , George Tzanetakis , Gissel Velarde , Kirk McNally , Max Henry , Nicolas Pinto , Camille Noufi , Christian Clough , Dorien Herremans , Eduardo Fonseca , Jesse Engel , Justin Salamon , Philippe Esling , Pranay Manocha , Shinji Watanabe , Zeyu Jin , Yonatan Bisk

* to appear in Proceedings of Machine Learning Research (PMLR): NeurIPS 2021 Competition Track 

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KAT: A Knowledge Augmented Transformer for Vision-and-Language



Liangke Gui , Borui Wang , Qiuyuan Huang , Alex Hauptmann , Yonatan Bisk , Jianfeng Gao


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FILM: Following Instructions in Language with Modular Methods



So Yeon Min , Devendra Singh Chaplot , Pradeep Ravikumar , Yonatan Bisk , Ruslan Salakhutdinov


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Learning When and What to Ask: a Hierarchical Reinforcement Learning Framework



Khanh Nguyen , Yonatan Bisk , Hal Daumé III

* 15 pages, 3 figures, 4 tables 

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WebQA: Multihop and Multimodal QA



Yingshan Chang , Mridu Narang , Hisami Suzuki , Guihong Cao , Jianfeng Gao , Yonatan Bisk


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Dependency Induction Through the Lens of Visual Perception



Ruisi Su , Shruti Rijhwani , Hao Zhu , Junxian He , Xinyu Wang , Yonatan Bisk , Graham Neubig

* Accepted to CoNLL 2021 

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