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neuclir22-fa-qt-splade.yaml
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neuclir22-fa-qt-splade.yaml
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---
corpus: neuclir22-fa-splade
corpus_path: collections/multilingual/neuclir22-fa-splade/
index_path: indexes/lucene-index.neuclir22-fa-splade
collection_class: JsonVectorCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 8
index_options: -impact -pretokenized -storeRaw
index_stats:
documents: 2232016
documents (non-empty): 2232016
metrics:
- metric: MAP
command: bin/trec_eval
params: -c -m map
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: true
- metric: nDCG@20
command: bin/trec_eval
params: -c -m ndcg_cut.20
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
- metric: J@20
command: python -m pyserini.eval.trec_eval
params: -c -m judged.20
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
- metric: Recall@1000
command: bin/trec_eval
params: -c -m recall.1000
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
topic_reader: TsvInt
topics:
- name: "[NeuCLIR 2022 (Persian): title (human-translated queries)](https://neuclir.github.io/)"
id: ht-title
path: topics.neuclir22-fa.splade.ht-title.txt.gz
qrel: qrels.neuclir22-fa.txt
- name: "[NeuCLIR 2022 (Persian): desc (human-translated queries)](https://neuclir.github.io/)"
id: ht-desc
path: topics.neuclir22-fa.splade.ht-desc.txt.gz
qrel: qrels.neuclir22-fa.txt
- name: "[NeuCLIR 2022 (Persian): desc+title (human-translated queries)](https://neuclir.github.io/)"
id: ht-desc_title
path: topics.neuclir22-fa.splade.ht-desc_title.txt.gz
qrel: qrels.neuclir22-fa.txt
- name: "[NeuCLIR 2022 (Persian): title (machine-translated queries)](https://neuclir.github.io/)"
id: mt-title
path: topics.neuclir22-fa.splade.mt-title.txt.gz
qrel: qrels.neuclir22-fa.txt
- name: "[NeuCLIR 2022 (Persian): desc (machine-translated queries)](https://neuclir.github.io/)"
id: mt-desc
path: topics.neuclir22-fa.splade.mt-desc.txt.gz
qrel: qrels.neuclir22-fa.txt
- name: "[NeuCLIR 2022 (Persian): desc+title (machine-translated queries)](https://neuclir.github.io/)"
id: mt-desc_title
path: topics.neuclir22-fa.splade.mt-desc_title.txt.gz
qrel: qrels.neuclir22-fa.txt
models:
- name: splade
display: SPLADE
params: -impact -pretokenized
results:
MAP:
- 0.2896
- 0.2959
- 0.3376
- 0.2957
- 0.2890
- 0.3313
nDCG@20:
- 0.4301
- 0.4413
- 0.4788
- 0.4437
- 0.4300
- 0.4728
J@20:
- 0.3684
- 0.3741
- 0.3952
- 0.3632
- 0.3737
- 0.3895
Recall@1000:
- 0.7652
- 0.8173
- 0.8329
- 0.8045
- 0.8172
- 0.8437
- name: splade+rm3
display: +RM3
params: -impact -pretokenized -rm3 -collection JsonVectorCollection
results:
MAP:
- 0.2896
- 0.2959
- 0.3376
- 0.2957
- 0.2890
- 0.3313
nDCG@20:
- 0.4301
- 0.4413
- 0.4788
- 0.4437
- 0.4300
- 0.4728
J@20:
- 0.3684
- 0.3741
- 0.3952
- 0.3632
- 0.3737
- 0.3895
Recall@1000:
- 0.7652
- 0.8173
- 0.8329
- 0.8045
- 0.8172
- 0.8437
- name: splade+rocchio
display: +Rocchio
params: -impact -pretokenized -rocchio -collection JsonVectorCollection
results:
MAP:
- 0.2984
- 0.2931
- 0.2905
- 0.2836
- 0.2824
- 0.3136
nDCG@20:
- 0.4348
- 0.4232
- 0.4146
- 0.4193
- 0.4121
- 0.4444
J@20:
- 0.3759
- 0.3952
- 0.4035
- 0.3680
- 0.3921
- 0.4035
Recall@1000:
- 0.7897
- 0.8175
- 0.8245
- 0.8099
- 0.8117
- 0.8350