Namrata Hinduja Geneva Beginner to HuggingFace Platform

[NamrataHindujaGeneva]

Hi Everyone! I’m Namrata Hinduja Geneva, Switzerland seeking an easy way to build my luxury lifestyle blog. Plz help to solve my question!

What is the best transfer model for summarize long documents? Is there any fine-tuned models for emotion detection in text?

Regards

Namrata Hinduja Geneva, Switzerland

[John6666]

Hi. There are various models available for summarizing long texts, ranging from specialized models to LLMs. Specialized models often require some adjustment on your part, but they are fast. If you leave it to an LLM, you probably won’t need to make many adjustments. I recommend trying smaller LLMs first.

If you want to extract emotions from text, you should look for a sentiment analysis model.

How Can I Accurately Summarize Long Japanese Texts?

When summarizing long texts, it seems best to consider the know-how for summarizing long texts separately from the Japanese summarization performance of the model. For Japanese summarization, you can find information by searching in Japanese, so you may want to refer to that as well. As for model performance, it is a good idea to compare them using a leaderboard, but in reality, each model has its own quirks, so it is best to try out a few that seem promising.

Models - Hugging Face

Getting Started with Sentiment Analysis using Python

Models - Hugging Face