Text summarization
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A quick guide to Amazon’s 50-plus papers at EMNLP 2024
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Large language models (LLMs) have come to dominate the field of natural-language processing, so it’s no surprise that they also dominate the research that ...

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Amazon Scholar Kathleen McKeown takes stock of natural-language processing: where we are, and where we’re going
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Kathleen McKeown is the Henry and Gertrude Rothschild professor of computer science at Columbia University, and the founding director of the school’s Data ...

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How to produce factually accurate automatic text summaries
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Abstractive summarization is the automatic extraction and recombination of phrases from a text in order to summarize that text. Deep-learning-based ...

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Compressing BART models for resource-constrained operation
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Machines hoping to converse convincingly with humans have several natural-language-processing (NLP) skills to master, including text summarization, ...

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A quick guide to Amazon’s 40+ papers at EMNLP 2023
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Natural-language understanding (NLU) has long been a central focus of the papers that Amazon researchers publish at the Conference on Empirical Methods in ...

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