regression.dl20-doc-segmented-unicoil-noexp.yaml Maven / Gradle / Ivy

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---
corpus: msmarco-doc-segmented-unicoil-noexp
corpus_path: collections/msmarco/msmarco-doc-segmented-unicoil-noexp/

download_url: https://rgw.cs.uwaterloo.ca/JIMMYLIN-bucket0/data/msmarco-doc-segmented-unicoil-noexp.tar
download_checksum: 11b226e1cacd9c8ae0a660fd14cdd710

index_path: indexes/lucene-index.msmarco-doc-segmented-unicoil-noexp/
collection_class: JsonVectorCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 16
index_options: -impact -pretokenized -storeDocvectors
index_stats:
  documents: 20545677
  documents (non-empty): 20545677
  total terms: 152323732876

metrics:
  - metric: AP@100
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -M 100 -m map # Note, this is different DL 2019 passage ranking!
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: nDCG@10
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -m ndcg_cut.10
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: R@100
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -m recall.100
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: R@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: "[DL20 (Doc)](https://trec.nist.gov/data/deep2020.html)"
    id: dl20
    path: topics.dl20.unicoil-noexp.0shot.tsv.gz
    qrel: qrels.dl20-doc.txt

models:
  - name: unicoil
    display: uniCOIL w/ doc2query-T5 expansion
    params: -impact -pretokenized -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
    results:
      AP@100:
        - 0.3698
      nDCG@10:
        - 0.5893
      R@100:
        - 0.5872
      R@1000:
        - 0.7623
  - name: rm3
    display: +RM3
    params: -impact -pretokenized -rm3 -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
    results:
      AP@100:
        - 0.4140
      nDCG@10:
        - 0.6174
      R@100:
        - 0.6381
      R@1000:
        - 0.8117
  - name: rocchio
    display: +Rocchio
    params: -impact -pretokenized -rocchio -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
    results:
      AP@100:
        - 0.4222
      nDCG@10:
        - 0.6181
      R@100:
        - 0.6437
      R@1000:
        - 0.8151