New prior tasks enable better document understanding

New prior tasks enable better document understanding

In the digital era where documents are generated and distributed to hanged speeds, it is crucial to understand them automatically. Consider the tasks by extracting payment information from invoices or digitizing historical items where layouts and handwritten notes play an important role in understanding context. These scenarios emphasize the complexity of document understanding, which not … Read more

A quick guide to Amazon’s 50-Plus papers on Emnlp 2024

A quick guide to Amazon's 50-Plus papers on Emnlp 2024

Large Language Models (LLMs) have come to dominate the area of ​​natural-language processing, so it is not surprising that they also dominate the research that Amazon scientists present at this year’s conference on empirical methods in natural-language procedure (Emnlp ). LLM training is the subject with the largest number of Amazon papers, which are closely … Read more