regression.neuclir22-ru-dt.yaml Maven / Gradle / Ivy

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---
corpus: neuclir22-ru-en
corpus_path: collections/multilingual/neuclir22-ru-en/

index_path: indexes/lucene-index.neuclir22-ru-en
collection_class: NeuClirCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 8
index_options: -storePositions -storeDocvectors -storeRaw
index_stats:
  documents: 4627541
  documents (non-empty): 4625762

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.original-title.txt
    qrel: qrels.neuclir22-ru.txt
  - name: "[NeuCLIR 2022 (Russian): desc (original English queries)](https://neuclir.github.io/)"
    id: desc
    path: topics.neuclir22-en.original-desc.txt
    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.original-desc_title.txt
    qrel: qrels.neuclir22-ru.txt

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25
    results:
      MAP:
        - 0.2685
        - 0.1190
        - 0.2066
      nDCG@20:
        - 0.3693
        - 0.2060
        - 0.3080
      J@20:
        - 0.3702
        - 0.2772
        - 0.3618
      Recall@1000:
        - 0.7409
        - 0.5780
        - 0.7255
  - name: bm25-default+rm3
    display: +RM3
    params: -bm25 -rm3
    results:
      MAP:
        - 0.2500
        - 0.1769
        - 0.2220
      nDCG@20:
        - 0.3545
        - 0.2539
        - 0.3024
      J@20:
        - 0.3882
        - 0.3417
        - 0.3737
      Recall@1000:
        - 0.7808
        - 0.6772
        - 0.7658
  - name: bm25-default+rocchio
    display: +Rocchio
    params: -bm25 -rocchio
    results:
      MAP:
        - 0.2567
        - 0.1731
        - 0.2253
      nDCG@20:
        - 0.3589
        - 0.2627
        - 0.3188
      J@20:
        - 0.3868
        - 0.3382
        - 0.3811
      Recall@1000:
        - 0.7908
        - 0.6780
        - 0.7798