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

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

index_path: indexes/lucene-index.neuclir22-zh-en
collection_class: NeuClirCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 8
index_options: -storePositions -storeDocvectors -storeRaw
index_stats:
  documents: 3179206
  documents (non-empty): 3179203

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

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25
    results:
      MAP:
        - 0.3472
        - 0.2499
        - 0.3480
      nDCG@20:
        - 0.4774
        - 0.3665
        - 0.4725
      J@20:
        - 0.3908
        - 0.3412
        - 0.3899
      Recall@1000:
        - 0.7423
        - 0.6509
        - 0.7607
  - name: bm25-default+rm3
    display: +RM3
    params: -bm25 -rm3
    results:
      MAP:
        - 0.3801
        - 0.3052
        - 0.3610
      nDCG@20:
        - 0.4828
        - 0.3974
        - 0.4588
      J@20:
        - 0.4211
        - 0.3978
        - 0.4154
      Recall@1000:
        - 0.8143
        - 0.7556
        - 0.8113
  - name: bm25-default+rocchio
    display: +Rocchio
    params: -bm25 -rocchio
    results:
      MAP:
        - 0.3818
        - 0.3021
        - 0.3702
      nDCG@20:
        - 0.4879
        - 0.3997
        - 0.4743
      J@20:
        - 0.4197
        - 0.3974
        - 0.4184
      Recall@1000:
        - 0.8158
        - 0.7477
        - 0.8149