GLiClass Reranker

Welcome to GliClass Reranker!

GLiClass: Generalist and Lightweight Model for Sequence Classification:

Reranker in RAG pipelines
Zero-Shot text classification
Topic Classification
Sentiment Analysis

What is GliClass?

This is an efficient zero-shot classifier inspired by "GLiNER" work. It demonstrates the same performance as a cross-encoder while being more compute-efficient because classification is done at a single forward path. It can be used for topic classification, sentiment analysis and as a reranker in RAG pipelines.

Remember, information extraction is not just about data; it's about insights. Let's uncover those insights together!💫

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Examples

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