7 stories tagged Summarization
A new study proposes using GPT-5 variants to summarize long essays before automated grading, overcoming transformer input-length limits and improving scoring reliability. The method, tested on the ASAP 2.0 dataset, could enable faster, more accurate feedback in educational assessment.
Google's NotebookLM is adding a new feature that creates 60-second AI videos summarizing your research. This is rolling out to Google AI Ultra and Pro subscribers, making it easier to digest complex information quickly.
Researchers have developed a way to create search-focused summaries from datasets that weren't originally designed for this purpose. This could make it easier to find key information in long documents without needing specialized data.
Researchers tested whether Mamba AI models can automatically summarize sentences without additional training. Their findings show promise for simpler, faster text analysis tools in the future.
Researchers introduce DWTSumm, a Discrete Wavelet Transform (DWT)-based method to enhance LLM summarization of long, domain-specific documents. The approach decomposes text into global and local components, preserving structure and critical details.
Google has significantly upgraded AI Mode in Chrome, introducing a suite of features that transform how users interact with the web. The update includes advanced AI-powered tools for summarization, translation, and content generation.
Researchers introduce TR-EduVSum, a dataset of 82 Turkish educational videos with 3281 human summaries, and AutoMUP, a consensus-based summarization framework. This work advances automatic summarization for educational content in Turkish.