Search Results for "summary"

The summarize-from-feedback repository implements the methods from the paper “Learning to Summarize from Human Feedback”. Its purpose is to train a summarization model that better aligns with human preferences by first collecting human feedback (comparisons between summaries) to train a reward model, and then fine-tuning a policy (summarizer) to maximize that learned reward. The code includes different stages: a supervised baseline (i.e. standard summarization training), the reward modeling...

Inspired by requests for its simplicity and powered by lxml for its speed. Newspaper is an amazing python library for extracting & curating articles. Newspaper delivers Instapaper style article extraction. Newspaper is a Python3 library! If you are certain that an entire news source is in one language, go ahead and use the same api. Works in 10+ languages, English, Chinese, German, Arabic, and more! On python3 you must install newspaper3k, not newspaper. newspaper is our python2 library....

Assignment Collector/Grader (what a mouthful!) was conceived in 2010 as a way to reduce the workload of an over-worked professor teaching a CS data structures class. It proved not only to reduce the grading workload, but also improved the lab completion rates among students, and grades overall improved as a result. Since it has turned out to be such a successful tool, it is now released under the AGPL license for others to use in their classrooms. Planned improvements include: automatic...