Márton Kardos

ArXiv clustering is currently formulated as flat in MTEB. The original dataset, however has a category hierarchy. This should probably be reflected in the task as well.

As per #624 we will be able to add hierarchical clustering tasks. As `VGClustering` is originally hierarchical the task in MMTEB should be reformulated as such.

Imagine the following scenario: You're a restaurant branch, you run S3 on reviews you got from your customers, and you get a handful of interesting axes. You would most likely...

As pointed out by a reader the API has changed since [this article](https://medium.com/@power.up1163/unsupervised-text-classification-with-topic-models-and-good-old-human-reasoning-da297bed7362). They also said that it would be really useful to have a tutorial like this in our...

This article could help: https://doi.org/10.1016/j.patrec.2017.03.009

Retrain models with updated dependencies

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## How to reproduce the behaviour Using newer versions of `transformers` (`4.36.2`) and `spacy-transformers` (`1.3.5`) results in warnings indicating that the pipeline should probably be retrained on newer versions of...

Versioning for AbsTasks

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Currently, AbsTasks only differ by name. Whenever we want to update an abstask there are two things we have to make sure: 1. Most people and new tasks use the...

Paper: Multilevel clustering and Multi clf

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We have to describe how we did it, along with explanations of stratification if it's something we want.