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Kazoo Sone

2 accepted papers

2022

Diagnosing Vision-and-Language Navigation: What Really Matters

NAACL 2022long

Vision-and-language navigation (VLN) is a multimodal task where an agent follows natural language instructions and navigates in visual environments. Multiple setups have been proposed, and researchers apply new model architectures or training techniques to boost navigation performance. However, ther…

2021

Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection

NAACL 2021long

Despite significant progress in neural abstractive summarization, recent studies have shown that the current models are prone to generating summaries that are unfaithful to the original context. To address the issue, we study contrast candidate generation and selection as a model-agnostic post-proce…

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