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: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -m map
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: true
  - metric: nDCG@20
    command: tools/eval/trec_eval.9.0.4/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: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -m recall.1000
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false

topic_reader: TsvInt
topic_root: src/main/resources/topics-and-qrels/
qrels_root: src/main/resources/topics-and-qrels/
topics:
  - name: "[NeuCLIR 2022 (Russian): title](https://neuclir.github.io/)"
    id: title
    path: topics.neuclir22.en.title.tsv
    qrel: qrels.neuclir22-ru.txt
  - name: "[NeuCLIR 2022 (Russian): desc](https://neuclir.github.io/)"
    id: desc
    path: topics.neuclir22.en.desc.tsv
    qrel: qrels.neuclir22-ru.txt
  - name: "[NeuCLIR 2022 (Russian): desc+title](https://neuclir.github.io/)"
    id: desc_title
    path: topics.neuclir22.en.desc.title.tsv
    qrel: qrels.neuclir22-ru.txt

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25
    results:
      MAP:
        - 0.2492
        - 0.1489
        - 0.2307
      nDCG@20:
        - 0.4123
        - 0.2755
        - 0.3789
      J@20:
        - 0.3702
        - 0.2772
        - 0.3618
      Recall@1000:
        - 0.6942
        - 0.5448
        - 0.6921
  - name: bm25-default+rm3
    display: +RM3
    params: -bm25 -rm3
    results:
      MAP:
        - 0.3005
        - 0.2408
        - 0.2982
      nDCG@20:
        - 0.4312
        - 0.3524
        - 0.4092
      J@20:
        - 0.3882
        - 0.3417
        - 0.3737
      Recall@1000:
        - 0.7233
        - 0.6601
        - 0.7252
  - name: bm25-default+rocchio
    display: +Rocchio
    params: -bm25 -rocchio
    results:
      MAP:
        - 0.2979
        - 0.2291
        - 0.2919
      nDCG@20:
        - 0.4309
        - 0.3511
        - 0.4166
      J@20:
        - 0.3868
        - 0.3382
        - 0.3811
      Recall@1000:
        - 0.7542
        - 0.6622
        - 0.7455