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: 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 (Persian): title](https://neuclir.github.io/)"
    id: title
    path: topics.neuclir22.fa.title.tsv
    qrel: qrels.neuclir22-fa.txt
  - name: "[NeuCLIR 2022 (Persian): desc](https://neuclir.github.io/)"
    id: desc
    path: topics.neuclir22.fa.desc.tsv
    qrel: qrels.neuclir22-fa.txt
  - name: "[NeuCLIR 2022 (Persian): desc+title](https://neuclir.github.io/)"
    id: desc_title
    path: topics.neuclir22.fa.desc.title.tsv
    qrel: qrels.neuclir22-fa.txt

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25 -language fa
    results:
      MAP:
        - 0.2554
        - 0.2245
        - 0.2730
      nDCG@20:
        - 0.4273
        - 0.3546
        - 0.4301
      J@20:
        - 0.3759
        - 0.3592
        - 0.4035
      Recall@1000:
        - 0.6899
        - 0.6814
        - 0.7290
  - name: bm25-default+rm3
    display: +RM3
    params: -bm25 -rm3 -language fa
    results:
      MAP:
        - 0.1956
        - 0.1366
        - 0.1760
      nDCG@20:
        - 0.3492
        - 0.2679
        - 0.3274
      J@20:
        - 0.3250
        - 0.2684
        - 0.3110
      Recall@1000:
        - 0.6434
        - 0.5069
        - 0.6033
  - name: bm25-default+rocchio
    display: +Rocchio
    params: -bm25 -rocchio -language fa
    results:
      MAP:
        - 0.2922
        - 0.2734
        - 0.3074
      nDCG@20:
        - 0.4327
        - 0.3813
        - 0.4379
      J@20:
        - 0.3882
        - 0.3781
        - 0.4035
      Recall@1000:
        - 0.7633
        - 0.7506
        - 0.7998