summarization search results




Showing 5 out of 5 articles for summarization
iq.opengenus.org | Yesterday
Summary:
In this article, we will learn about the fundamentals of Text Summarization, some of the different ways in which we can summarize text, Transformers, the BART model, and finally, we will practically implement some of these concepts....


Keywords: transformer, pre-trained, summarization, natural language

www.expressanalytics.com | Today
Summary:
Named Entity Recognition NER is field of computer science and natural language processing that deals with the identification and classification of named entities in text. The aim is to automatically extract information from unstructured text such a...


Keywords: machine learning, natural language processing

arxiv.org | Yesterday
Summary:
Automatic text summarization systems commonly involve humans for preparing data or evaluating model performance, yet, there lacks a systematic understanding of humans' roles, experience, and needs when interacting with or being assisted by AI. From a human-centered perspective, we map the design opportunities and considerations for human-AI interaction in text summarization and broader text generation tasks. We first conducted a systematic literature review of 70 papers, developing a taxonomy of...


Keywords: text generation, ai , design,

www.youtube.com | Yesterday
Summary:
Abstract Despite their widespread success, end to end transformer models consistently fall short in settings involving complex reasoning. Transformers trained on question answering QA tasks that seemingly require multiple steps of reasoning often a...


Keywords: natural language processing, transformer, computer

juliasilge.com | Yesterday
Summary:
Use summarization, single linear model, and bootstrapping to understand what economic activities involve larger pay gap for women....


Keywords: bootstrapping, summarization, bootstrap