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beir-v1.0.0-cqadupstack-wordpress-multifield.template
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beir-v1.0.0-cqadupstack-wordpress-multifield.template
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# Anserini Regressions: BEIR (v1.0.0) — CQADupStack-wordpress
This page documents BM25 regression experiments for [BEIR (v1.0.0) — CQADupStack-wordpress](http://beir.ai/).
These experiments index the "title" and "text" fields in corpus separately.
At retrieval time, a query is issued across both fields (equally weighted).
The exact configurations for these regressions are stored in [this YAML file](${yaml}).
Note that this page is automatically generated from [this template](${template}) as part of Anserini's regression pipeline, so do not modify this page directly; modify the template instead.
From one of our Waterloo servers (e.g., `orca`), the following command will perform the complete regression, end to end:
```
python src/main/python/run_regression.py --index --verify --search --regression ${test_name}
```
## Indexing
Typical indexing command:
```
${index_cmds}
```
For additional details, see explanation of [common indexing options](${root_path}/docs/common-indexing-options.md).
## Retrieval
Topics and qrels are stored [here](https://github.com/castorini/anserini-tools/tree/master/topics-and-qrels), which is linked to the Anserini repo as a submodule.
After indexing has completed, you should be able to perform retrieval as follows:
```
${ranking_cmds}
```
Evaluation can be performed using `trec_eval`:
```
${eval_cmds}
```
## Effectiveness
With the above commands, you should be able to reproduce the following results:
${effectiveness}