regression.hc4-neuclir22-fa-en.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: "[HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)"
    id: test_title
    path: topics.hc4-v1.0-fa.en.test.title.tsv
    qrel: qrels.hc4-neuclir22-fa.test.txt
  - name: "[HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)"
    id: test_description
    path: topics.hc4-v1.0-fa.en.test.desc.tsv
    qrel: qrels.hc4-neuclir22-fa.test.txt
  - name: "[HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)"
    id: test_description_title
    path: topics.hc4-v1.0-fa.en.test.desc.title.tsv
    qrel: qrels.hc4-neuclir22-fa.test.txt

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25
    results:
      MAP:
        - 0.0933
        - 0.0973
        - 0.1062
      nDCG@20:
        - 0.1607
        - 0.1538
        - 0.1746
      J@20:
        - 0.1350
        - 0.1110
        - 0.1370
      Recall@1000:
        - 0.7671
        - 0.7087
        - 0.7616
  - name: bm25-default+rm3
    display: +RM3
    params: -bm25 -rm3
    results:
      MAP:
        - 0.1052
        - 0.0968
        - 0.1082
      nDCG@20:
        - 0.1594
        - 0.1459
        - 0.1688
      J@20:
        - 0.1550
        - 0.1250
        - 0.1470
      Recall@1000:
        - 0.7978
        - 0.7635
        - 0.8180
  - name: bm25-default+rocchio
    display: +Rocchio
    params: -bm25 -rocchio
    results:
      MAP:
        - 0.1110
        - 0.1064
        - 0.1163
      nDCG@20:
        - 0.1665
        - 0.1640
        - 0.1770
      J@20:
        - 0.1510
        - 0.1270
        - 0.1470
      Recall@1000:
        - 0.7979
        - 0.7638
        - 0.8140