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Add Companion model #635

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Add Companion model #635

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@lthoang lthoang commented Jul 3, 2024

Description

Related Issues

Checklist:

  • I have added tests.
  • I have updated the documentation accordingly.
  • I have updated README.md (if you are adding a new model).
  • I have updated examples/README.md (if you are adding a new example).
  • I have updated datasets/README.md (if you are adding a new dataset).

@lthoang lthoang added the models New models, changes to models label Jul 3, 2024
@@ -143,7 +143,8 @@ The table below lists the recommendation models/algorithms featured in Cornac. E

| Year | Model and Paper | Type | Environment | Example |
| :--: | --------------- | :--: | :---------: | :-----: |
| 2024 | [Hypergraphs with Attention on Reviews (HypAR)](cornac/models/hypar), [docs](https://cornac.readthedocs.io/en/stable/api_ref/models.html#module-cornac.models.hypar.recom_hypar), [paper](https://doi.org/10.1007/978-3-031-56027-9_14)| Hybrid / Sentiment / Explainable | [requirements](cornac/models/hypar/requirements_cu116.txt), CPU / GPU | [quick-start](https://github.com/PreferredAI/HypAR)
| 2024 | [Comparative Aspects and Opinions Ranking for Recommendation Explanations (Companion)](cornac/models/companion), [docs](https://cornac.readthedocs.io/en/stable/api_ref/models.html#module-cornac.models.companion.recom_companion) | Hybrid / Sentiment / Explainable | CPU | [quick-start](examples/companion_example.py)
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Do we have a paper reference for the model?

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