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msmarco-passage-doc2query.yaml
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---
name: msmarco-passage-doc2query
index_command: target/appassembler/bin/IndexCollection
index_utils_command: target/appassembler/bin/IndexReaderUtils
search_command: target/appassembler/bin/SearchCollection
topic_root: src/main/resources/topics-and-qrels/
qrels_root: src/main/resources/topics-and-qrels/
index_root:
ranking_root:
collection: JsonCollection
generator: DefaultLuceneDocumentGenerator
threads: 9
index_options:
- -storePositions
- -storeDocvectors
- -storeRaw
topic_reader: TsvInt
evals:
- command: tools/eval/trec_eval.9.0.4/trec_eval
params:
- -m map
- -c
separator: "\t"
parse_index: 2
metric: map
metric_precision: 4
can_combine: true
- command: tools/eval/trec_eval.9.0.4/trec_eval
params:
- -m recall.1000
- -c
separator: "\t"
parse_index: 2
metric: R@1000
metric_precision: 4
can_combine: true
input_roots:
- /tuna1/ # on tuna
- /store/ # on orca
- /scratch2/ # on damiano
input: collections/msmarco/passage-expanded-topk10
index_path: indexes/lucene-index.msmarco-passage-doc2query.pos+docvectors+raw
index_stats:
documents: 8841823
documents (non-empty): 8841823
total terms: 739691803
topics:
- name: "[MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking)"
path: topics.msmarco-passage.dev-subset.txt
qrel: qrels.msmarco-passage.dev-subset.txt
models:
- name: bm25-default
display: BM25 (default)
params:
- -bm25
results:
map:
- 0.2270
R@1000:
- 0.8900
- name: bm25-default+rm3
display: +RM3
params:
- -bm25
- -rm3
results:
map:
- 0.2028
R@1000:
- 0.8916
- name: bm25-tuned
display: BM25 (tuned)
params:
- -bm25
- -bm25.k1 0.82
- -bm25.b 0.68
results:
map:
- 0.2293
R@1000:
- 0.8911
- name: bm25-tuned+rm3
display: +RM3
params:
- -bm25
- -bm25.k1 0.82
- -bm25.b 0.68
- -rm3
results:
map:
- 0.2077
R@1000:
- 0.8957