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neuclir22-ru-dt-splade.yaml
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neuclir22-ru-dt-splade.yaml
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---
corpus: neuclir22-ru-en-splade
corpus_path: collections/multilingual/neuclir22-ru-en-splade/
index_path: indexes/lucene-index.neuclir22-ru-en-splade
collection_class: JsonVectorCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 8
index_options: -impact -pretokenized -storeRaw
index_stats:
documents: 4627541
documents (non-empty): 4627541
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 (Russian): title (original English queries)](https://neuclir.github.io/)"
id: title
path: topics.neuclir22-en.splade.original-title.txt.gz
qrel: qrels.neuclir22-ru.txt
- name: "[NeuCLIR 2022 (Russian): desc (original English queries)](https://neuclir.github.io/)"
id: desc
path: topics.neuclir22-en.splade.original-desc.txt.gz
qrel: qrels.neuclir22-ru.txt
- name: "[NeuCLIR 2022 (Russian): desc+title (original English queries)](https://neuclir.github.io/)"
id: desc_title
path: topics.neuclir22-en.splade.original-desc_title.txt.gz
qrel: qrels.neuclir22-ru.txt
models:
- name: splade
display: SPLADE
params: -impact -pretokenized
results:
MAP:
- 0.3745
- 0.3294
- 0.3559
nDCG@20:
- 0.4865
- 0.4193
- 0.4573
J@20:
- 0.3741
- 0.3702
- 0.3838
Recall@1000:
- 0.8538
- 0.8376
- 0.8513
- name: splade+rm3
display: +RM3
params: -impact -pretokenized -rm3 -collection JsonVectorCollection
results:
MAP:
- 0.3151
- 0.2717
- 0.3026
nDCG@20:
- 0.4154
- 0.3552
- 0.4000
J@20:
- 0.3469
- 0.3219
- 0.3518
Recall@1000:
- 0.8169
- 0.7529
- 0.7704
- name: splade+rocchio
display: +Rocchio
params: -impact -pretokenized -rocchio -collection JsonVectorCollection
results:
MAP:
- 0.3909
- 0.3378
- 0.3659
nDCG@20:
- 0.4836
- 0.4243
- 0.4604
J@20:
- 0.3816
- 0.3680
- 0.3846
Recall@1000:
- 0.8686
- 0.8238
- 0.8544