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Add regressions for TREC 7/8 on Disks 4+5 (#1692)
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| Original file line number | Diff line number | Diff line change |
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| # Anserini: Regressions for [TREC Disks 4 & 5](https://trec.nist.gov/data/cd45/index.html) | ||
|
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| This page describes regressions for ad hoc topics from TREC 7-8, which use [TREC Disks 4 & 5](https://trec.nist.gov/data/cd45/index.html). | ||
| The exact configurations for these regressions are stored in [this YAML file](../src/main/resources/regression/disk45.yaml). | ||
| Note that this page is automatically generated from [this template](../src/main/resources/docgen/templates/disk45.template) as part of Anserini's regression pipeline, so do not modify this page directly; modify the template instead. | ||
|
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| ## Indexing | ||
|
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| Typical indexing command: | ||
|
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| ``` | ||
| nohup sh target/appassembler/bin/IndexCollection -collection TrecCollection \ | ||
| -input /path/to/disk45 \ | ||
| -index indexes/lucene-index.disk45.pos+docvectors+raw \ | ||
| -generator DefaultLuceneDocumentGenerator \ | ||
| -threads 16 -storePositions -storeDocvectors -storeRaw \ | ||
| >& logs/log.disk45 & | ||
| ``` | ||
|
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| The directory `/path/to/disk45/` should be the root directory of [TREC Disks 4 & 5](https://trec.nist.gov/data/cd45/index.html); inside each there should be subdirectories like `ft`, `fr94`. | ||
| Note that Anserini ignores the `cr` folder when indexing, which is the standard configuration. | ||
|
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| For additional details, see explanation of [common indexing options](common-indexing-options.md). | ||
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| ## Retrieval | ||
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| Topics and qrels are stored in [`src/main/resources/topics-and-qrels/`](../src/main/resources/topics-and-qrels/), downloaded from NIST: | ||
|
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| + [`topics.adhoc.351-400.txt`](../src/main/resources/topics-and-qrels/topics.adhoc.351-400.txt): [TREC-7 Ad Hoc Topics 351-400](http://trec.nist.gov/data/topics_eng/) | ||
| + [`topics.adhoc.401-450.txt`](../src/main/resources/topics-and-qrels/topics.adhoc.401-450.txt): [TREC-8 Ad Hoc Topics 401-450](http://trec.nist.gov/data/topics_eng/) | ||
| + [`qrels.adhoc.351-400.txt`](../src/main/resources/topics-and-qrels/qrels.adhoc.351-400.txt): [qrels for TREC-7 Ad Hoc Topics 351-400](http://trec.nist.gov/data/qrels_eng/) | ||
| + [`qrels.adhoc.401-450.txt`](../src/main/resources/topics-and-qrels/qrels.adhoc.401-450.txt): [qrels for TREC-8 Ad Hoc Topics 401-450](http://trec.nist.gov/data/qrels_eng/) | ||
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| After indexing has completed, you should be able to perform retrieval as follows: | ||
|
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| ``` | ||
| nohup target/appassembler/bin/SearchCollection -index indexes/lucene-index.disk45.pos+docvectors+raw \ | ||
| -topicreader Trec -topics src/main/resources/topics-and-qrels/topics.adhoc.351-400.txt \ | ||
| -output runs/run.disk45.bm25.topics.adhoc.351-400.txt \ | ||
| -bm25 & | ||
| nohup target/appassembler/bin/SearchCollection -index indexes/lucene-index.disk45.pos+docvectors+raw \ | ||
| -topicreader Trec -topics src/main/resources/topics-and-qrels/topics.adhoc.401-450.txt \ | ||
| -output runs/run.disk45.bm25.topics.adhoc.401-450.txt \ | ||
| -bm25 & | ||
| nohup target/appassembler/bin/SearchCollection -index indexes/lucene-index.disk45.pos+docvectors+raw \ | ||
| -topicreader Trec -topics src/main/resources/topics-and-qrels/topics.adhoc.351-400.txt \ | ||
| -output runs/run.disk45.bm25+rm3.topics.adhoc.351-400.txt \ | ||
| -bm25 -rm3 & | ||
| nohup target/appassembler/bin/SearchCollection -index indexes/lucene-index.disk45.pos+docvectors+raw \ | ||
| -topicreader Trec -topics src/main/resources/topics-and-qrels/topics.adhoc.401-450.txt \ | ||
| -output runs/run.disk45.bm25+rm3.topics.adhoc.401-450.txt \ | ||
| -bm25 -rm3 & | ||
| nohup target/appassembler/bin/SearchCollection -index indexes/lucene-index.disk45.pos+docvectors+raw \ | ||
| -topicreader Trec -topics src/main/resources/topics-and-qrels/topics.adhoc.351-400.txt \ | ||
| -output runs/run.disk45.bm25+ax.topics.adhoc.351-400.txt \ | ||
| -bm25 -axiom -axiom.deterministic -rerankCutoff 20 & | ||
| nohup target/appassembler/bin/SearchCollection -index indexes/lucene-index.disk45.pos+docvectors+raw \ | ||
| -topicreader Trec -topics src/main/resources/topics-and-qrels/topics.adhoc.401-450.txt \ | ||
| -output runs/run.disk45.bm25+ax.topics.adhoc.401-450.txt \ | ||
| -bm25 -axiom -axiom.deterministic -rerankCutoff 20 & | ||
| nohup target/appassembler/bin/SearchCollection -index indexes/lucene-index.disk45.pos+docvectors+raw \ | ||
| -topicreader Trec -topics src/main/resources/topics-and-qrels/topics.adhoc.351-400.txt \ | ||
| -output runs/run.disk45.ql.topics.adhoc.351-400.txt \ | ||
| -qld & | ||
| nohup target/appassembler/bin/SearchCollection -index indexes/lucene-index.disk45.pos+docvectors+raw \ | ||
| -topicreader Trec -topics src/main/resources/topics-and-qrels/topics.adhoc.401-450.txt \ | ||
| -output runs/run.disk45.ql.topics.adhoc.401-450.txt \ | ||
| -qld & | ||
| nohup target/appassembler/bin/SearchCollection -index indexes/lucene-index.disk45.pos+docvectors+raw \ | ||
| -topicreader Trec -topics src/main/resources/topics-and-qrels/topics.adhoc.351-400.txt \ | ||
| -output runs/run.disk45.ql+rm3.topics.adhoc.351-400.txt \ | ||
| -qld -rm3 & | ||
| nohup target/appassembler/bin/SearchCollection -index indexes/lucene-index.disk45.pos+docvectors+raw \ | ||
| -topicreader Trec -topics src/main/resources/topics-and-qrels/topics.adhoc.401-450.txt \ | ||
| -output runs/run.disk45.ql+rm3.topics.adhoc.401-450.txt \ | ||
| -qld -rm3 & | ||
| nohup target/appassembler/bin/SearchCollection -index indexes/lucene-index.disk45.pos+docvectors+raw \ | ||
| -topicreader Trec -topics src/main/resources/topics-and-qrels/topics.adhoc.351-400.txt \ | ||
| -output runs/run.disk45.ql+ax.topics.adhoc.351-400.txt \ | ||
| -qld -axiom -axiom.deterministic -rerankCutoff 20 & | ||
| nohup target/appassembler/bin/SearchCollection -index indexes/lucene-index.disk45.pos+docvectors+raw \ | ||
| -topicreader Trec -topics src/main/resources/topics-and-qrels/topics.adhoc.401-450.txt \ | ||
| -output runs/run.disk45.ql+ax.topics.adhoc.401-450.txt \ | ||
| -qld -axiom -axiom.deterministic -rerankCutoff 20 & | ||
| ``` | ||
|
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| Evaluation can be performed using `trec_eval`: | ||
|
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| ``` | ||
| tools/eval/trec_eval.9.0.4/trec_eval -m map -m P.30 src/main/resources/topics-and-qrels/qrels.adhoc.351-400.txt runs/run.disk45.bm25.topics.adhoc.351-400.txt | ||
| tools/eval/trec_eval.9.0.4/trec_eval -m map -m P.30 src/main/resources/topics-and-qrels/qrels.adhoc.401-450.txt runs/run.disk45.bm25.topics.adhoc.401-450.txt | ||
| tools/eval/trec_eval.9.0.4/trec_eval -m map -m P.30 src/main/resources/topics-and-qrels/qrels.adhoc.351-400.txt runs/run.disk45.bm25+rm3.topics.adhoc.351-400.txt | ||
| tools/eval/trec_eval.9.0.4/trec_eval -m map -m P.30 src/main/resources/topics-and-qrels/qrels.adhoc.401-450.txt runs/run.disk45.bm25+rm3.topics.adhoc.401-450.txt | ||
| tools/eval/trec_eval.9.0.4/trec_eval -m map -m P.30 src/main/resources/topics-and-qrels/qrels.adhoc.351-400.txt runs/run.disk45.bm25+ax.topics.adhoc.351-400.txt | ||
| tools/eval/trec_eval.9.0.4/trec_eval -m map -m P.30 src/main/resources/topics-and-qrels/qrels.adhoc.401-450.txt runs/run.disk45.bm25+ax.topics.adhoc.401-450.txt | ||
| tools/eval/trec_eval.9.0.4/trec_eval -m map -m P.30 src/main/resources/topics-and-qrels/qrels.adhoc.351-400.txt runs/run.disk45.ql.topics.adhoc.351-400.txt | ||
| tools/eval/trec_eval.9.0.4/trec_eval -m map -m P.30 src/main/resources/topics-and-qrels/qrels.adhoc.401-450.txt runs/run.disk45.ql.topics.adhoc.401-450.txt | ||
| tools/eval/trec_eval.9.0.4/trec_eval -m map -m P.30 src/main/resources/topics-and-qrels/qrels.adhoc.351-400.txt runs/run.disk45.ql+rm3.topics.adhoc.351-400.txt | ||
| tools/eval/trec_eval.9.0.4/trec_eval -m map -m P.30 src/main/resources/topics-and-qrels/qrels.adhoc.401-450.txt runs/run.disk45.ql+rm3.topics.adhoc.401-450.txt | ||
| tools/eval/trec_eval.9.0.4/trec_eval -m map -m P.30 src/main/resources/topics-and-qrels/qrels.adhoc.351-400.txt runs/run.disk45.ql+ax.topics.adhoc.351-400.txt | ||
| tools/eval/trec_eval.9.0.4/trec_eval -m map -m P.30 src/main/resources/topics-and-qrels/qrels.adhoc.401-450.txt runs/run.disk45.ql+ax.topics.adhoc.401-450.txt | ||
| ``` | ||
|
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||
| ## Effectiveness | ||
|
|
||
| With the above commands, you should be able to reproduce the following results: | ||
|
|
||
| MAP | BM25 | +RM3 | +Ax | QL | +RM3 | +Ax | | ||
| :---------------------------------------|-----------|-----------|-----------|-----------|-----------|-----------| | ||
| [TREC-7 Ad Hoc Topics](../src/main/resources/topics-and-qrels/topics.adhoc.351-400.txt)| 0.1862 | 0.2354 | 0.2431 | 0.1843 | 0.2168 | 0.2298 | | ||
| [TREC-8 Ad Hoc Topics](../src/main/resources/topics-and-qrels/topics.adhoc.401-450.txt)| 0.2515 | 0.2750 | 0.2812 | 0.2460 | 0.2702 | 0.2647 | | ||
|
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| P30 | BM25 | +RM3 | +Ax | QL | +RM3 | +Ax | | ||
| :---------------------------------------|-----------|-----------|-----------|-----------|-----------|-----------| | ||
| [TREC-7 Ad Hoc Topics](../src/main/resources/topics-and-qrels/topics.adhoc.351-400.txt)| 0.3093 | 0.3447 | 0.3287 | 0.3073 | 0.3307 | 0.3193 | | ||
| [TREC-8 Ad Hoc Topics](../src/main/resources/topics-and-qrels/topics.adhoc.401-450.txt)| 0.3560 | 0.3760 | 0.3753 | 0.3480 | 0.3680 | 0.3500 | |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,45 @@ | ||
| # Anserini: Regressions for [TREC Disks 4 & 5](https://trec.nist.gov/data/cd45/index.html) | ||
|
|
||
| This page describes regressions for ad hoc topics from TREC 7-8, which use [TREC Disks 4 & 5](https://trec.nist.gov/data/cd45/index.html). | ||
| The exact configurations for these regressions are stored in [this YAML file](../src/main/resources/regression/disk45.yaml). | ||
| Note that this page is automatically generated from [this template](../src/main/resources/docgen/templates/disk45.template) as part of Anserini's regression pipeline, so do not modify this page directly; modify the template instead. | ||
|
|
||
| ## Indexing | ||
|
|
||
| Typical indexing command: | ||
|
|
||
| ``` | ||
| ${index_cmds} | ||
| ``` | ||
|
|
||
| The directory `/path/to/disk45/` should be the root directory of [TREC Disks 4 & 5](https://trec.nist.gov/data/cd45/index.html); inside each there should be subdirectories like `ft`, `fr94`. | ||
| Note that Anserini ignores the `cr` folder when indexing, which is the standard configuration. | ||
|
|
||
| For additional details, see explanation of [common indexing options](common-indexing-options.md). | ||
|
|
||
| ## Retrieval | ||
|
|
||
| Topics and qrels are stored in [`src/main/resources/topics-and-qrels/`](../src/main/resources/topics-and-qrels/), downloaded from NIST: | ||
|
|
||
| + [`topics.adhoc.351-400.txt`](../src/main/resources/topics-and-qrels/topics.adhoc.351-400.txt): [TREC-7 Ad Hoc Topics 351-400](http://trec.nist.gov/data/topics_eng/) | ||
| + [`topics.adhoc.401-450.txt`](../src/main/resources/topics-and-qrels/topics.adhoc.401-450.txt): [TREC-8 Ad Hoc Topics 401-450](http://trec.nist.gov/data/topics_eng/) | ||
| + [`qrels.adhoc.351-400.txt`](../src/main/resources/topics-and-qrels/qrels.adhoc.351-400.txt): [qrels for TREC-7 Ad Hoc Topics 351-400](http://trec.nist.gov/data/qrels_eng/) | ||
| + [`qrels.adhoc.401-450.txt`](../src/main/resources/topics-and-qrels/qrels.adhoc.401-450.txt): [qrels for TREC-8 Ad Hoc Topics 401-450](http://trec.nist.gov/data/qrels_eng/) | ||
|
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| After indexing has completed, you should be able to perform retrieval as follows: | ||
|
|
||
| ``` | ||
| ${ranking_cmds} | ||
| ``` | ||
|
|
||
| Evaluation can be performed using `trec_eval`: | ||
|
|
||
| ``` | ||
| ${eval_cmds} | ||
| ``` | ||
|
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| ## Effectiveness | ||
|
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| With the above commands, you should be able to reproduce the following results: | ||
|
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| ${effectiveness} |
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