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TVLT: Textless Vision-Language Transformer


Sep 28, 2022
Zineng Tang, Jaemin Cho, Yixin Nie, Mohit Bansal

* NeurIPS 2022 (21 pages; the first three authors contributed equally) 

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Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees


Sep 21, 2022
Swarnadeep Saha, Shiyue Zhang, Peter Hase, Mohit Bansal

* 24 pages (10 figures, 7 tables) 

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StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story Continuation


Sep 13, 2022
Adyasha Maharana, Darryl Hannan, Mohit Bansal

* ECCV 2022 (33 pages; code, data, demo, model card available at https://github.com/adymaharana/storydalle

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Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization


Sep 08, 2022
Shiyue Zhang, David Wan, Mohit Bansal

* 19 pages 

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WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models


Jul 25, 2022
Yonatan Bitton, Nitzan Bitton Guetta, Ron Yosef, Yuval Elovici, Mohit Bansal, Gabriel Stanovsky, Roy Schwartz

* Website: https://winogavil.github.io/ 

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CoSIm: Commonsense Reasoning for Counterfactual Scene Imagination


Jul 08, 2022
Hyounghun Kim, Abhay Zala, Mohit Bansal

* NAACL 2022 (13 pages) 

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SETSum: Summarization and Visualization of Student Evaluations of Teaching


Jul 08, 2022
Yinuo Hu, Shiyue Zhang, Viji Sathy, A. T. Panter, Mohit Bansal

* NAACL 2022 Demo (20 pages) 

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CLEAR: Improving Vision-Language Navigation with Cross-Lingual, Environment-Agnostic Representations


Jul 05, 2022
Jialu Li, Hao Tan, Mohit Bansal

* NAACL 2022 Findings (18 pages) 

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Masked Part-Of-Speech Model: Does Modeling Long Context Help Unsupervised POS-tagging?


Jun 30, 2022
Xiang Zhou, Shiyue Zhang, Mohit Bansal

* NAACL 2022 (16 pages) 

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VisFIS: Visual Feature Importance Supervision with Right-for-the-Right-Reason Objectives


Jun 22, 2022
Zhuofan Ying, Peter Hase, Mohit Bansal

* 24 pages, 10 figures (First two authors contributed equally) 

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