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

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25 -language ru
    results:
      MAP:
        - 0.2726
        - 0.2176
        - 0.2800
      nDCG@20:
        - 0.4210
        - 0.3808
        - 0.4296
      J@20:
        - 0.3732
        - 0.3522
        - 0.3943
      Recall@1000:
        - 0.6686
        - 0.6077
        - 0.7055
  - name: bm25-default+rm3
    display: +RM3
    params: -bm25 -rm3 -language ru
    results:
      MAP:
        - 0.2255
        - 0.1362
        - 0.1856
      nDCG@20:
        - 0.3735
        - 0.2677
        - 0.3335
      J@20:
        - 0.3246
        - 0.2592
        - 0.2917
      Recall@1000:
        - 0.5962
        - 0.4546
        - 0.5365
  - name: bm25-default+rocchio
    display: +Rocchio
    params: -bm25 -rocchio -language ru
    results:
      MAP:
        - 0.3118
        - 0.3012
        - 0.3316
      nDCG@20:
        - 0.4381
        - 0.4224
        - 0.4573
      J@20:
        - 0.3873
        - 0.3803
        - 0.3947
      Recall@1000:
        - 0.7044
        - 0.7047
        - 0.7453