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

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

index_path: indexes/lucene-index.neuclir22-fa-en
collection_class: NeuClirCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 8
index_options: -storePositions -storeDocvectors -storeRaw
index_stats:
  documents: 2232016
  documents (non-empty): 2232013

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

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25
    results:
      MAP:
        - 0.2617
        - 0.1690
        - 0.2566
      nDCG@20:
        - 0.4420
        - 0.3351
        - 0.4376
      J@20:
        - 0.3680
        - 0.3048
        - 0.3706
      Recall@1000:
        - 0.6817
        - 0.5793
        - 0.6841
  - name: bm25-default+rm3
    display: +RM3
    params: -bm25 -rm3
    results:
      MAP:
        - 0.2980
        - 0.2435
        - 0.2969
      nDCG@20:
        - 0.4320
        - 0.3754
        - 0.4333
      J@20:
        - 0.3974
        - 0.3614
        - 0.3939
      Recall@1000:
        - 0.7495
        - 0.7234
        - 0.7795
  - name: bm25-default+rocchio
    display: +Rocchio
    params: -bm25 -rocchio
    results:
      MAP:
        - 0.3028
        - 0.2444
        - 0.3000
      nDCG@20:
        - 0.4358
        - 0.3770
        - 0.4437
      J@20:
        - 0.3961
        - 0.3561
        - 0.3930
      Recall@1000:
        - 0.7631
        - 0.7149
        - 0.7815