regression.neuclir22-fa-qt-splade.yaml Maven / Gradle / Ivy

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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