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

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

index_path: indexes/lucene-index.neuclir22-zh-splade
collection_class: JsonVectorCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 8
index_options: -impact -pretokenized -storeRaw
index_stats:
  documents: 3179209
  documents (non-empty): 3179209

metrics:
  - metric: MAP
    command: bin/trec_eval
    params: -c -m map
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: true
  - metric: nDCG@20
    command: bin/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: bin/trec_eval
    params: -c -m recall.1000
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false

topic_reader: TsvInt
topics:
  - name: "[NeuCLIR 2022 (Chinese): title (human-translated queries)](https://neuclir.github.io/)"
    id: ht-title
    path: topics.neuclir22-zh.splade.ht-title.txt.gz
    qrel: qrels.neuclir22-zh.txt
  - name: "[NeuCLIR 2022 (Chinese): desc (human-translated queries)](https://neuclir.github.io/)"
    id: ht-desc
    path: topics.neuclir22-zh.splade.ht-desc.txt.gz
    qrel: qrels.neuclir22-zh.txt
  - name: "[NeuCLIR 2022 (Chinese): desc+title (human-translated queries)](https://neuclir.github.io/)"
    id: ht-desc_title
    path: topics.neuclir22-zh.splade.ht-desc_title.txt.gz
    qrel: qrels.neuclir22-zh.txt
  - name: "[NeuCLIR 2022 (Chinese): title (machine-translated queries)](https://neuclir.github.io/)"
    id: mt-title
    path: topics.neuclir22-zh.splade.mt-title.txt.gz
    qrel: qrels.neuclir22-zh.txt
  - name: "[NeuCLIR 2022 (Chinese): desc (machine-translated queries)](https://neuclir.github.io/)"
    id: mt-desc
    path: topics.neuclir22-zh.splade.mt-desc.txt.gz
    qrel: qrels.neuclir22-zh.txt
  - name: "[NeuCLIR 2022 (Chinese): desc+title (machine-translated queries)](https://neuclir.github.io/)"
    id: mt-desc_title
    path: topics.neuclir22-zh.splade.mt-desc_title.txt.gz
    qrel: qrels.neuclir22-zh.txt

models:
  - name: splade
    display: SPLADE
    params: -impact -pretokenized
    results:
      MAP:
        - 0.2107
        - 0.1763
        - 0.2108
        - 0.1850
        - 0.1495
        - 0.1917
      nDCG@20:
        - 0.3110
        - 0.2935
        - 0.3143
        - 0.2843
        - 0.2527
        - 0.2929
      J@20:
        - 0.2930
        - 0.2711
        - 0.3000
        - 0.2904
        - 0.2482
        - 0.2794
      Recall@1000:
        - 0.6803
        - 0.6602
        - 0.6551
        - 0.6424
        - 0.5919
        - 0.6312
  - name: splade+rm3
    display: +RM3
    params: -impact -pretokenized -rm3 -collection JsonVectorCollection
    results:
      MAP:
        - 0.2107
        - 0.1763
        - 0.2108
        - 0.1850
        - 0.1495
        - 0.1917
      nDCG@20:
        - 0.3110
        - 0.2935
        - 0.3143
        - 0.2843
        - 0.2527
        - 0.2929
      J@20:
        - 0.2930
        - 0.2711
        - 0.3000
        - 0.2904
        - 0.2482
        - 0.2794
      Recall@1000:
        - 0.6803
        - 0.6602
        - 0.6551
        - 0.6424
        - 0.5919
        - 0.6312
  - name: splade+rocchio
    display: +Rocchio
    params: -impact -pretokenized -rocchio -collection JsonVectorCollection
    results:
      MAP:
        - 0.2338
        - 0.2042
        - 0.2253
        - 0.2075
        - 0.1810
        - 0.2139
      nDCG@20:
        - 0.3198
        - 0.2926
        - 0.3077
        - 0.2920
        - 0.2562
        - 0.3029
      J@20:
        - 0.3101
        - 0.3092
        - 0.3057
        - 0.3066
        - 0.2728
        - 0.2978
      Recall@1000:
        - 0.7100
        - 0.7205
        - 0.7029
        - 0.6861
        - 0.6096
        - 0.6535