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

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

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

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

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25 -language zh
    results:
      MAP:
        - 0.1796
        - 0.1515
        - 0.1952
      nDCG@20:
        - 0.3203
        - 0.2803
        - 0.3343
      J@20:
        - 0.3895
        - 0.3588
        - 0.4298
      Recall@1000:
        - 0.4527
        - 0.4377
        - 0.4743
  - name: bm25-default+rm3
    display: +RM3
    params: -bm25 -rm3 -language zh
    results:
      MAP:
        - 0.1758
        - 0.1216
        - 0.1707
      nDCG@20:
        - 0.2718
        - 0.2112
        - 0.2671
      J@20:
        - 0.3132
        - 0.2461
        - 0.2925
      Recall@1000:
        - 0.4334
        - 0.3755
        - 0.4174
  - name: bm25-default+rocchio
    display: +Rocchio
    params: -bm25 -rocchio -language zh
    results:
      MAP:
        - 0.2090
        - 0.1763
        - 0.2311
      nDCG@20:
        - 0.3279
        - 0.2769
        - 0.3501
      J@20:
        - 0.4004
        - 0.3689
        - 0.4298
      Recall@1000:
        - 0.5121
        - 0.4989
        - 0.5201