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

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

index_path: indexes/lucene-index.neuclir22-ru
collection_class: NeuClirCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 8
index_options: -storePositions -storeDocvectors -storeRaw -language ru
index_stats:
  documents: 4627541
  documents (non-empty): 4627532

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 (human-translated queries)](https://neuclir.github.io/)"
    id: ht-title
    path: topics.neuclir22-ru.ht-title.txt
    qrel: qrels.neuclir22-ru.txt
  - name: "[NeuCLIR 2022 (Russian): desc (human-translated queries)](https://neuclir.github.io/)"
    id: ht-desc
    path: topics.neuclir22-ru.ht-desc.txt
    qrel: qrels.neuclir22-ru.txt
  - name: "[NeuCLIR 2022 (Russian): desc+title (human-translated queries)](https://neuclir.github.io/)"
    id: ht-desc_title
    path: topics.neuclir22-ru.ht-desc_title.txt
    qrel: qrels.neuclir22-ru.txt
  - name: "[NeuCLIR 2022 (Russian): title (machine-translated queries)](https://neuclir.github.io/)"
    id: mt-title
    path: topics.neuclir22-ru.mt-title.txt
    qrel: qrels.neuclir22-ru.txt
  - name: "[NeuCLIR 2022 (Russian): desc (machine-translated queries)](https://neuclir.github.io/)"
    id: mt-desc
    path: topics.neuclir22-ru.mt-desc.txt
    qrel: qrels.neuclir22-ru.txt
  - name: "[NeuCLIR 2022 (Russian): desc+title (machine-translated queries)](https://neuclir.github.io/)"
    id: mt-desc_title
    path: topics.neuclir22-ru.mt-desc_title.txt
    qrel: qrels.neuclir22-ru.txt

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25 -language ru
    results:
      MAP:
        - 0.2821
        - 0.2107
        - 0.2662
        - 0.2639
        - 0.1968
        - 0.2561
      nDCG@20:
        - 0.3668
        - 0.3138
        - 0.3665
        - 0.3564
        - 0.2972
        - 0.3605
      J@20:
        - 0.3732
        - 0.3522
        - 0.3943
        - 0.3838
        - 0.3404
        - 0.3873
      Recall@1000:
        - 0.7125
        - 0.6655
        - 0.7421
        - 0.7332
        - 0.6210
        - 0.7373
  - name: bm25-default+rm3
    display: +RM3
    params: -bm25 -rm3 -language ru
    results:
      MAP:
        - 0.2049
        - 0.1287
        - 0.1653
        - 0.2035
        - 0.1344
        - 0.1741
      nDCG@20:
        - 0.2984
        - 0.2155
        - 0.2638
        - 0.2968
        - 0.2166
        - 0.2766
      J@20:
        - 0.3246
        - 0.2592
        - 0.2917
        - 0.3399
        - 0.2719
        - 0.3035
      Recall@1000:
        - 0.6471
        - 0.5406
        - 0.6320
        - 0.6779
        - 0.5536
        - 0.6271
  - name: bm25-default+rocchio
    display: +Rocchio
    params: -bm25 -rocchio -language ru
    results:
      MAP:
        - 0.2649
        - 0.2458
        - 0.2734
        - 0.2540
        - 0.2408
        - 0.2889
      nDCG@20:
        - 0.3572
        - 0.3366
        - 0.3630
        - 0.3426
        - 0.3257
        - 0.3764
      J@20:
        - 0.3873
        - 0.3803
        - 0.3947
        - 0.3864
        - 0.3759
        - 0.3917
      Recall@1000:
        - 0.7381
        - 0.7276
        - 0.7770
        - 0.7439
        - 0.7136
        - 0.7959