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

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

index_path: indexes/lucene-index.neuclir22-fa
collection_class: NeuClirCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 8
index_options: -storePositions -storeDocvectors -storeRaw -language fa
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.ht-title.txt
    qrel: qrels.neuclir22-fa.txt
  - name: "[NeuCLIR 2022 (Persian): desc (human-translated queries)](https://neuclir.github.io/)"
    id: ht-desc
    path: topics.neuclir22-fa.ht-desc.txt
    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.ht-desc_title.txt
    qrel: qrels.neuclir22-fa.txt
  - name: "[NeuCLIR 2022 (Persian): title (machine-translated queries)](https://neuclir.github.io/)"
    id: mt-title
    path: topics.neuclir22-fa.mt-title.txt
    qrel: qrels.neuclir22-fa.txt
  - name: "[NeuCLIR 2022 (Persian): desc (machine-translated queries)](https://neuclir.github.io/)"
    id: mt-desc
    path: topics.neuclir22-fa.mt-desc.txt
    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.mt-desc_title.txt
    qrel: qrels.neuclir22-fa.txt

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25 -language fa
    results:
      MAP:
        - 0.2151
        - 0.1875
        - 0.2271
        - 0.2169
        - 0.1925
        - 0.2526
      nDCG@20:
        - 0.3428
        - 0.2843
        - 0.3429
        - 0.3331
        - 0.2974
        - 0.3700
      J@20:
        - 0.3759
        - 0.3592
        - 0.4035
        - 0.3684
        - 0.3412
        - 0.3820
      Recall@1000:
        - 0.7128
        - 0.7027
        - 0.7373
        - 0.7254
        - 0.6815
        - 0.7424
  - name: bm25-default+rm3
    display: +RM3
    params: -bm25 -rm3 -language fa
    results:
      MAP:
        - 0.1640
        - 0.1070
        - 0.1408
        - 0.1767
        - 0.1227
        - 0.1681
      nDCG@20:
        - 0.2775
        - 0.2010
        - 0.2463
        - 0.2917
        - 0.2146
        - 0.2963
      J@20:
        - 0.3250
        - 0.2684
        - 0.3110
        - 0.3307
        - 0.2592
        - 0.3110
      Recall@1000:
        - 0.6870
        - 0.5572
        - 0.6414
        - 0.6877
        - 0.5606
        - 0.6264
  - name: bm25-default+rocchio
    display: +Rocchio
    params: -bm25 -rocchio -language fa
    results:
      MAP:
        - 0.2304
        - 0.2077
        - 0.2358
        - 0.2321
        - 0.2266
        - 0.2597
      nDCG@20:
        - 0.3356
        - 0.2885
        - 0.3408
        - 0.3374
        - 0.3300
        - 0.3612
      J@20:
        - 0.3882
        - 0.3781
        - 0.4035
        - 0.3899
        - 0.3618
        - 0.3908
      Recall@1000:
        - 0.7691
        - 0.7520
        - 0.8092
        - 0.7672
        - 0.7033
        - 0.7829