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04/19/2021
Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection
Despite significant progress in neural abstractive summarization, recent...
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03/30/2021
Diagnosing Vision-and-Language Navigation: What Really Matters
Vision-and-language navigation (VLN) is a multimodal task where an agent...
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10/07/2020
Towards Understanding Sample Variance in Visually Grounded Language Generation: Evaluations and Observations
A major challenge in visually grounded language generation is to build r...
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07/01/2020
Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation
In the vision-and-language navigation (VLN) task, an agent follows natur...
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06/15/2020
Multi-Image Summarization: Textual Summary from a Set of Cohesive Images
Multi-sentence summarization is a well studied problem in NLP, while gen...
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11/14/2019
