Continual Learning of Long Topic Sequences in Neural Information Retrieval

Last update: Apr 12, 2022

Overview

ContinualPassageRanking

Repository for the paper "Continual Learning of Long Topic Sequences in Neural Information Retrieval". In this repository you will find the code for generating the long sequences topics/tasks.

Dataset

Dataset can be generated based on their topics using a sentence bert pretrained model (see dataset documentation). We also provide the three set used in the associated paper.

Training model

In the following we describe the different approaches tested in successively fine-tunning model.

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Continual Learning of Long Topic Sequences in Neural Information Retrieval

Related tags

Overview

ContinualPassageRanking

Dataset

Training model

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