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Update dataset README for reranking_hybrid candidates

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@@ -379,337 +379,349 @@ dataset_info:
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  download_size: 8403151
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  dataset_size: 8389206
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  configs:
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- - config_name: bm25
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  data_files:
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  - split: NanoDAPFAMAllTitlAbsClmToFullText
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- path: bm25/NanoDAPFAMAllTitlAbsClmToFullText-*
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- - split: NanoDAPFAMAllTitlAbsClmToTitlAbsClm
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- path: bm25/NanoDAPFAMAllTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMAllTitlAbsClmToTitlAbs
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- path: bm25/NanoDAPFAMAllTitlAbsClmToTitlAbs-*
 
 
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  - split: NanoDAPFAMAllTitlAbsToFullText
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- path: bm25/NanoDAPFAMAllTitlAbsToFullText-*
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- - split: NanoDAPFAMAllTitlAbsToTitlAbsClm
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- path: bm25/NanoDAPFAMAllTitlAbsToTitlAbsClm-*
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  - split: NanoDAPFAMAllTitlAbsToTitlAbs
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- path: bm25/NanoDAPFAMAllTitlAbsToTitlAbs-*
 
 
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  - split: NanoDAPFAMInTitlAbsClmToFullText
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- path: bm25/NanoDAPFAMInTitlAbsClmToFullText-*
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- - split: NanoDAPFAMInTitlAbsClmToTitlAbsClm
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- path: bm25/NanoDAPFAMInTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMInTitlAbsClmToTitlAbs
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- path: bm25/NanoDAPFAMInTitlAbsClmToTitlAbs-*
 
 
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  - split: NanoDAPFAMInTitlAbsToFullText
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- path: bm25/NanoDAPFAMInTitlAbsToFullText-*
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- - split: NanoDAPFAMInTitlAbsToTitlAbsClm
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- path: bm25/NanoDAPFAMInTitlAbsToTitlAbsClm-*
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  - split: NanoDAPFAMInTitlAbsToTitlAbs
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- path: bm25/NanoDAPFAMInTitlAbsToTitlAbs-*
 
 
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  - split: NanoDAPFAMOutTitlAbsClmToFullText
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- path: bm25/NanoDAPFAMOutTitlAbsClmToFullText-*
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- - split: NanoDAPFAMOutTitlAbsClmToTitlAbsClm
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- path: bm25/NanoDAPFAMOutTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMOutTitlAbsClmToTitlAbs
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- path: bm25/NanoDAPFAMOutTitlAbsClmToTitlAbs-*
 
 
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  - split: NanoDAPFAMOutTitlAbsToFullText
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- path: bm25/NanoDAPFAMOutTitlAbsToFullText-*
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- - split: NanoDAPFAMOutTitlAbsToTitlAbsClm
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- path: bm25/NanoDAPFAMOutTitlAbsToTitlAbsClm-*
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  - split: NanoDAPFAMOutTitlAbsToTitlAbs
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- path: bm25/NanoDAPFAMOutTitlAbsToTitlAbs-*
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- - config_name: corpus
 
 
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  data_files:
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  - split: NanoDAPFAMAllTitlAbsClmToFullText
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- path: corpus/NanoDAPFAMAllTitlAbsClmToFullText-*
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- - split: NanoDAPFAMAllTitlAbsClmToTitlAbsClm
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- path: corpus/NanoDAPFAMAllTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMAllTitlAbsClmToTitlAbs
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- path: corpus/NanoDAPFAMAllTitlAbsClmToTitlAbs-*
 
 
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  - split: NanoDAPFAMAllTitlAbsToFullText
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- path: corpus/NanoDAPFAMAllTitlAbsToFullText-*
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- - split: NanoDAPFAMAllTitlAbsToTitlAbsClm
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- path: corpus/NanoDAPFAMAllTitlAbsToTitlAbsClm-*
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  - split: NanoDAPFAMAllTitlAbsToTitlAbs
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- path: corpus/NanoDAPFAMAllTitlAbsToTitlAbs-*
 
 
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  - split: NanoDAPFAMInTitlAbsClmToFullText
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- path: corpus/NanoDAPFAMInTitlAbsClmToFullText-*
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- - split: NanoDAPFAMInTitlAbsClmToTitlAbsClm
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- path: corpus/NanoDAPFAMInTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMInTitlAbsClmToTitlAbs
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- path: corpus/NanoDAPFAMInTitlAbsClmToTitlAbs-*
 
 
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  - split: NanoDAPFAMInTitlAbsToFullText
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- path: corpus/NanoDAPFAMInTitlAbsToFullText-*
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- - split: NanoDAPFAMInTitlAbsToTitlAbsClm
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- path: corpus/NanoDAPFAMInTitlAbsToTitlAbsClm-*
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  - split: NanoDAPFAMInTitlAbsToTitlAbs
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- path: corpus/NanoDAPFAMInTitlAbsToTitlAbs-*
 
 
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  - split: NanoDAPFAMOutTitlAbsClmToFullText
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- path: corpus/NanoDAPFAMOutTitlAbsClmToFullText-*
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- - split: NanoDAPFAMOutTitlAbsClmToTitlAbsClm
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- path: corpus/NanoDAPFAMOutTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMOutTitlAbsClmToTitlAbs
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- path: corpus/NanoDAPFAMOutTitlAbsClmToTitlAbs-*
 
 
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  - split: NanoDAPFAMOutTitlAbsToFullText
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- path: corpus/NanoDAPFAMOutTitlAbsToFullText-*
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- - split: NanoDAPFAMOutTitlAbsToTitlAbsClm
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- path: corpus/NanoDAPFAMOutTitlAbsToTitlAbsClm-*
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  - split: NanoDAPFAMOutTitlAbsToTitlAbs
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- path: corpus/NanoDAPFAMOutTitlAbsToTitlAbs-*
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- - config_name: harrier_oss_v1_270m
 
 
 
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  data_files:
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  - split: NanoDAPFAMAllTitlAbsClmToFullText
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- path: harrier_oss_v1_270m/NanoDAPFAMAllTitlAbsClmToFullText-*
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  - split: NanoDAPFAMAllTitlAbsClmToTitlAbs
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- path: harrier_oss_v1_270m/NanoDAPFAMAllTitlAbsClmToTitlAbs-*
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  - split: NanoDAPFAMAllTitlAbsClmToTitlAbsClm
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- path: harrier_oss_v1_270m/NanoDAPFAMAllTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMAllTitlAbsToFullText
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- path: harrier_oss_v1_270m/NanoDAPFAMAllTitlAbsToFullText-*
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  - split: NanoDAPFAMAllTitlAbsToTitlAbs
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- path: harrier_oss_v1_270m/NanoDAPFAMAllTitlAbsToTitlAbs-*
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  - split: NanoDAPFAMAllTitlAbsToTitlAbsClm
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- path: harrier_oss_v1_270m/NanoDAPFAMAllTitlAbsToTitlAbsClm-*
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  - split: NanoDAPFAMInTitlAbsClmToFullText
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- path: harrier_oss_v1_270m/NanoDAPFAMInTitlAbsClmToFullText-*
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  - split: NanoDAPFAMInTitlAbsClmToTitlAbs
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- path: harrier_oss_v1_270m/NanoDAPFAMInTitlAbsClmToTitlAbs-*
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  - split: NanoDAPFAMInTitlAbsClmToTitlAbsClm
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- path: harrier_oss_v1_270m/NanoDAPFAMInTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMInTitlAbsToFullText
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- path: harrier_oss_v1_270m/NanoDAPFAMInTitlAbsToFullText-*
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  - split: NanoDAPFAMInTitlAbsToTitlAbs
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- path: harrier_oss_v1_270m/NanoDAPFAMInTitlAbsToTitlAbs-*
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  - split: NanoDAPFAMInTitlAbsToTitlAbsClm
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- path: harrier_oss_v1_270m/NanoDAPFAMInTitlAbsToTitlAbsClm-*
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  - split: NanoDAPFAMOutTitlAbsClmToFullText
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- path: harrier_oss_v1_270m/NanoDAPFAMOutTitlAbsClmToFullText-*
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  - split: NanoDAPFAMOutTitlAbsClmToTitlAbs
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- path: harrier_oss_v1_270m/NanoDAPFAMOutTitlAbsClmToTitlAbs-*
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  - split: NanoDAPFAMOutTitlAbsClmToTitlAbsClm
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- path: harrier_oss_v1_270m/NanoDAPFAMOutTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMOutTitlAbsToFullText
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- path: harrier_oss_v1_270m/NanoDAPFAMOutTitlAbsToFullText-*
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  - split: NanoDAPFAMOutTitlAbsToTitlAbs
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- path: harrier_oss_v1_270m/NanoDAPFAMOutTitlAbsToTitlAbs-*
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  - split: NanoDAPFAMOutTitlAbsToTitlAbsClm
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- path: harrier_oss_v1_270m/NanoDAPFAMOutTitlAbsToTitlAbsClm-*
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- - config_name: qrels
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  data_files:
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  - split: NanoDAPFAMAllTitlAbsClmToFullText
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- path: qrels/NanoDAPFAMAllTitlAbsClmToFullText-*
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- - split: NanoDAPFAMAllTitlAbsClmToTitlAbsClm
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- path: qrels/NanoDAPFAMAllTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMAllTitlAbsClmToTitlAbs
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- path: qrels/NanoDAPFAMAllTitlAbsClmToTitlAbs-*
 
 
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  - split: NanoDAPFAMAllTitlAbsToFullText
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- path: qrels/NanoDAPFAMAllTitlAbsToFullText-*
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- - split: NanoDAPFAMAllTitlAbsToTitlAbsClm
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- path: qrels/NanoDAPFAMAllTitlAbsToTitlAbsClm-*
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  - split: NanoDAPFAMAllTitlAbsToTitlAbs
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- path: qrels/NanoDAPFAMAllTitlAbsToTitlAbs-*
 
 
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  - split: NanoDAPFAMInTitlAbsClmToFullText
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- path: qrels/NanoDAPFAMInTitlAbsClmToFullText-*
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- - split: NanoDAPFAMInTitlAbsClmToTitlAbsClm
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- path: qrels/NanoDAPFAMInTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMInTitlAbsClmToTitlAbs
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- path: qrels/NanoDAPFAMInTitlAbsClmToTitlAbs-*
 
 
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  - split: NanoDAPFAMInTitlAbsToFullText
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- path: qrels/NanoDAPFAMInTitlAbsToFullText-*
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- - split: NanoDAPFAMInTitlAbsToTitlAbsClm
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- path: qrels/NanoDAPFAMInTitlAbsToTitlAbsClm-*
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  - split: NanoDAPFAMInTitlAbsToTitlAbs
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- path: qrels/NanoDAPFAMInTitlAbsToTitlAbs-*
 
 
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  - split: NanoDAPFAMOutTitlAbsClmToFullText
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- path: qrels/NanoDAPFAMOutTitlAbsClmToFullText-*
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- - split: NanoDAPFAMOutTitlAbsClmToTitlAbsClm
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- path: qrels/NanoDAPFAMOutTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMOutTitlAbsClmToTitlAbs
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- path: qrels/NanoDAPFAMOutTitlAbsClmToTitlAbs-*
 
 
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  - split: NanoDAPFAMOutTitlAbsToFullText
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- path: qrels/NanoDAPFAMOutTitlAbsToFullText-*
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- - split: NanoDAPFAMOutTitlAbsToTitlAbsClm
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- path: qrels/NanoDAPFAMOutTitlAbsToTitlAbsClm-*
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  - split: NanoDAPFAMOutTitlAbsToTitlAbs
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- path: qrels/NanoDAPFAMOutTitlAbsToTitlAbs-*
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- - config_name: queries
 
 
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  data_files:
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  - split: NanoDAPFAMAllTitlAbsClmToFullText
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- path: queries/NanoDAPFAMAllTitlAbsClmToFullText-*
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- - split: NanoDAPFAMAllTitlAbsClmToTitlAbsClm
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- path: queries/NanoDAPFAMAllTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMAllTitlAbsClmToTitlAbs
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- path: queries/NanoDAPFAMAllTitlAbsClmToTitlAbs-*
 
 
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  - split: NanoDAPFAMAllTitlAbsToFullText
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- path: queries/NanoDAPFAMAllTitlAbsToFullText-*
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- - split: NanoDAPFAMAllTitlAbsToTitlAbsClm
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- path: queries/NanoDAPFAMAllTitlAbsToTitlAbsClm-*
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  - split: NanoDAPFAMAllTitlAbsToTitlAbs
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- path: queries/NanoDAPFAMAllTitlAbsToTitlAbs-*
 
 
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  - split: NanoDAPFAMInTitlAbsClmToFullText
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- path: queries/NanoDAPFAMInTitlAbsClmToFullText-*
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- - split: NanoDAPFAMInTitlAbsClmToTitlAbsClm
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- path: queries/NanoDAPFAMInTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMInTitlAbsClmToTitlAbs
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- path: queries/NanoDAPFAMInTitlAbsClmToTitlAbs-*
 
 
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  - split: NanoDAPFAMInTitlAbsToFullText
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- path: queries/NanoDAPFAMInTitlAbsToFullText-*
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- - split: NanoDAPFAMInTitlAbsToTitlAbsClm
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- path: queries/NanoDAPFAMInTitlAbsToTitlAbsClm-*
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  - split: NanoDAPFAMInTitlAbsToTitlAbs
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- path: queries/NanoDAPFAMInTitlAbsToTitlAbs-*
 
 
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  - split: NanoDAPFAMOutTitlAbsClmToFullText
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- path: queries/NanoDAPFAMOutTitlAbsClmToFullText-*
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- - split: NanoDAPFAMOutTitlAbsClmToTitlAbsClm
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- path: queries/NanoDAPFAMOutTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMOutTitlAbsClmToTitlAbs
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- path: queries/NanoDAPFAMOutTitlAbsClmToTitlAbs-*
 
 
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  - split: NanoDAPFAMOutTitlAbsToFullText
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- path: queries/NanoDAPFAMOutTitlAbsToFullText-*
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- - split: NanoDAPFAMOutTitlAbsToTitlAbsClm
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- path: queries/NanoDAPFAMOutTitlAbsToTitlAbsClm-*
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  - split: NanoDAPFAMOutTitlAbsToTitlAbs
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- path: queries/NanoDAPFAMOutTitlAbsToTitlAbs-*
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- default: true
 
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  - config_name: reranking_hybrid
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  data_files:
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  - split: NanoDAPFAMAllTitlAbsClmToFullText
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- path: reranking_hybrid/NanoDAPFAMAllTitlAbsClmToFullText-*
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  - split: NanoDAPFAMAllTitlAbsClmToTitlAbs
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- path: reranking_hybrid/NanoDAPFAMAllTitlAbsClmToTitlAbs-*
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  - split: NanoDAPFAMAllTitlAbsClmToTitlAbsClm
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- path: reranking_hybrid/NanoDAPFAMAllTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMAllTitlAbsToFullText
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- path: reranking_hybrid/NanoDAPFAMAllTitlAbsToFullText-*
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  - split: NanoDAPFAMAllTitlAbsToTitlAbs
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- path: reranking_hybrid/NanoDAPFAMAllTitlAbsToTitlAbs-*
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  - split: NanoDAPFAMAllTitlAbsToTitlAbsClm
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- path: reranking_hybrid/NanoDAPFAMAllTitlAbsToTitlAbsClm-*
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  - split: NanoDAPFAMInTitlAbsClmToFullText
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- path: reranking_hybrid/NanoDAPFAMInTitlAbsClmToFullText-*
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  - split: NanoDAPFAMInTitlAbsClmToTitlAbs
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- path: reranking_hybrid/NanoDAPFAMInTitlAbsClmToTitlAbs-*
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  - split: NanoDAPFAMInTitlAbsClmToTitlAbsClm
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- path: reranking_hybrid/NanoDAPFAMInTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMInTitlAbsToFullText
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- path: reranking_hybrid/NanoDAPFAMInTitlAbsToFullText-*
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  - split: NanoDAPFAMInTitlAbsToTitlAbs
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- path: reranking_hybrid/NanoDAPFAMInTitlAbsToTitlAbs-*
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  - split: NanoDAPFAMInTitlAbsToTitlAbsClm
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- path: reranking_hybrid/NanoDAPFAMInTitlAbsToTitlAbsClm-*
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  - split: NanoDAPFAMOutTitlAbsClmToFullText
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- path: reranking_hybrid/NanoDAPFAMOutTitlAbsClmToFullText-*
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  - split: NanoDAPFAMOutTitlAbsClmToTitlAbs
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- path: reranking_hybrid/NanoDAPFAMOutTitlAbsClmToTitlAbs-*
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  - split: NanoDAPFAMOutTitlAbsClmToTitlAbsClm
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- path: reranking_hybrid/NanoDAPFAMOutTitlAbsClmToTitlAbsClm-*
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  - split: NanoDAPFAMOutTitlAbsToFullText
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- path: reranking_hybrid/NanoDAPFAMOutTitlAbsToFullText-*
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  - split: NanoDAPFAMOutTitlAbsToTitlAbs
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- path: reranking_hybrid/NanoDAPFAMOutTitlAbsToTitlAbs-*
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  - split: NanoDAPFAMOutTitlAbsToTitlAbsClm
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- path: reranking_hybrid/NanoDAPFAMOutTitlAbsToTitlAbsClm-*
 
 
 
 
 
 
 
 
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  ---
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-
613
  # NanoDAPFAM
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615
- This dataset is a Nano-style retrieval dataset. Nano-series evaluation can be run easily with [HAKARI-Bench](https://github.com/hotchpotch/hakari-bench).
616
-
617
- NanoDAPFAM is derived from DAPFAM. It follows the Hugging Face Datasets layout convention used by [sentence-transformers/NanoBEIR-en](https://huggingface.co/datasets/sentence-transformers/NanoBEIR-en): each Nano split has separate `corpus`, `queries`, and `qrels` tables, and BM25 candidates are provided separately in a `bm25` table. This layout follows the NanoBEIR-style evaluation approach summarized in [NanoBEIR](https://huggingface.co/blog/sionic-ai/eval-sionic-nano-beir).
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619
  NanoDAPFAM contains 18 Nano retrieval splits derived from DAPFAM. Each split keeps up to 200 eligible queries and up to 10000 corpus documents, with exact duplicate query and document text removed where the generator records that policy.
620
 
621
- ## Source Links
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623
- - Source benchmark: `DAPFAM`
624
- - Source benchmark repository: https://github.com/embeddings-benchmark/mteb
625
- - `datalyes/DAPFAM_patent`: https://huggingface.co/datasets/datalyes/DAPFAM_patent
 
 
 
 
 
 
 
 
626
 
627
  ## Data Layout
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629
- This dataset uses four Hugging Face Datasets configs:
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631
  - `corpus`: documents with `_id` and `text`
632
  - `queries`: queries with `_id` and `text`
633
  - `qrels`: positive relevance labels with `query-id` and `corpus-id`
634
  - `bm25`: BM25 candidate lists with `query-id` and `corpus-ids`
 
 
635
 
636
- Each config uses the same Nano split names. If the actual generated dataset uses a different schema, config name, path layout, or field name, revise this section before publishing the README.
637
 
638
- ## Construction Steps
639
 
640
- This dataset was built as follows. If the actual generation procedure differs, revise this section before publishing the README.
 
 
641
 
642
- 1. Use DAPFAM as the upstream benchmark or dataset family.
643
- 2. Load the source datasets recorded in `manifest.json` and per-split metadata files.
644
- 3. Use the evaluation splits selected by `scripts/create_mteb_nano_series_local.py` as the source evaluation split policy.
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- 4. Create one Nano split for each selected source retrieval task.
646
- 5. Keep up to 200 eligible queries per Nano split.
647
- 6. Include qrels-positive documents for the selected queries. For graded qrels, only rows with `score > 0` are treated as positive.
648
- 7. Fill the corpus from source corpus order up to 10000 documents.
649
- 8. Remove exact duplicate document text within each split. If a removed duplicate was referenced by qrels, rewrite qrels to the kept document id when the generator records that policy.
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- 9. Store document title and body as a single `text` field when the source provides both.
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- 10. Generate BM25 top-100 candidates with the tokenization policy recorded per split.
652
- 11. If a qrels-positive document is missing from the raw BM25 result, insert it into the final `bm25` candidate list by replacing a tail non-positive candidate.
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654
- ## BM25 Subset Policy
655
 
656
- The `bm25` config is a candidate subset for first-stage retrieval and reranking. It is not a separate source dataset. Each row contains one query id and a ranked list of corpus ids.
657
 
658
- BM25 candidates are generated from the selected corpus for each split. The configured candidate cap is top-100. When a qrels-positive document is not present in the raw BM25 result, the missing positive is forced into the final candidate list by replacing a tail candidate that is not positive for that query. Candidate ids are kept unique after replacement.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- ## Split Mapping
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662
- | Nano split | Source task | Source dataset | Queries | Corpus | Qrels |
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- |---|---|---|---:|---:|---:|
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- | `NanoDAPFAMAllTitlAbsClmToFullText` | `DAPFAMAllTitlAbsClmToFullTextRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 3989 |
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- | `NanoDAPFAMAllTitlAbsClmToTitlAbsClm` | `DAPFAMAllTitlAbsClmToTitlAbsClmRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 3989 |
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- | `NanoDAPFAMAllTitlAbsClmToTitlAbs` | `DAPFAMAllTitlAbsClmToTitlAbsRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 3981 |
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- | `NanoDAPFAMAllTitlAbsToFullText` | `DAPFAMAllTitlAbsToFullTextRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 3989 |
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- | `NanoDAPFAMAllTitlAbsToTitlAbsClm` | `DAPFAMAllTitlAbsToTitlAbsClmRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 3989 |
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- | `NanoDAPFAMAllTitlAbsToTitlAbs` | `DAPFAMAllTitlAbsToTitlAbsRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 3982 |
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- | `NanoDAPFAMInTitlAbsClmToFullText` | `DAPFAMInTitlAbsClmToFullTextRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 3069 |
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- | `NanoDAPFAMInTitlAbsClmToTitlAbsClm` | `DAPFAMInTitlAbsClmToTitlAbsClmRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 3069 |
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- | `NanoDAPFAMInTitlAbsClmToTitlAbs` | `DAPFAMInTitlAbsClmToTitlAbsRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 3062 |
673
- | `NanoDAPFAMInTitlAbsToFullText` | `DAPFAMInTitlAbsToFullTextRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 3072 |
674
- | `NanoDAPFAMInTitlAbsToTitlAbsClm` | `DAPFAMInTitlAbsToTitlAbsClmRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 3072 |
675
- | `NanoDAPFAMInTitlAbsToTitlAbs` | `DAPFAMInTitlAbsToTitlAbsRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 3066 |
676
- | `NanoDAPFAMOutTitlAbsClmToFullText` | `DAPFAMOutTitlAbsClmToFullTextRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 1259 |
677
- | `NanoDAPFAMOutTitlAbsClmToTitlAbsClm` | `DAPFAMOutTitlAbsClmToTitlAbsClmRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 1259 |
678
- | `NanoDAPFAMOutTitlAbsClmToTitlAbs` | `DAPFAMOutTitlAbsClmToTitlAbsRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 1257 |
679
- | `NanoDAPFAMOutTitlAbsToFullText` | `DAPFAMOutTitlAbsToFullTextRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 1259 |
680
- | `NanoDAPFAMOutTitlAbsToTitlAbsClm` | `DAPFAMOutTitlAbsToTitlAbsClmRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 1259 |
681
- | `NanoDAPFAMOutTitlAbsToTitlAbs` | `DAPFAMOutTitlAbsToTitlAbsRetrieval` | `datalyes/DAPFAM_patent` | 200 | 10000 | 1257 |
682
 
683
- ## BM25 nDCG@10
684
 
685
- `nDCG@10` is computed from the included BM25 ranking against the included qrels.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
686
 
687
- Tokenizer policy summary: `stemmer:en`.
688
 
689
- | Nano split | Tokenizer | Forced BM25 positives | BM25 nDCG@10 |
690
- |---|---|---:|---:|
691
- | `NanoDAPFAMAllTitlAbsClmToFullText` | `stemmer:en` | 2219 | 0.3431 |
692
- | `NanoDAPFAMAllTitlAbsClmToTitlAbsClm` | `stemmer:en` | 2361 | 0.3228 |
693
- | `NanoDAPFAMAllTitlAbsClmToTitlAbs` | `stemmer:en` | 2667 | 0.2468 |
694
- | `NanoDAPFAMAllTitlAbsToFullText` | `stemmer:en` | 2155 | 0.3538 |
695
- | `NanoDAPFAMAllTitlAbsToTitlAbsClm` | `stemmer:en` | 2330 | 0.3319 |
696
- | `NanoDAPFAMAllTitlAbsToTitlAbs` | `stemmer:en` | 2512 | 0.3053 |
697
- | `NanoDAPFAMInTitlAbsClmToFullText` | `stemmer:en` | 1393 | 0.3549 |
698
- | `NanoDAPFAMInTitlAbsClmToTitlAbsClm` | `stemmer:en` | 1539 | 0.3329 |
699
- | `NanoDAPFAMInTitlAbsClmToTitlAbs` | `stemmer:en` | 1828 | 0.2588 |
700
- | `NanoDAPFAMInTitlAbsToFullText` | `stemmer:en` | 1363 | 0.3622 |
701
- | `NanoDAPFAMInTitlAbsToTitlAbsClm` | `stemmer:en` | 1538 | 0.3397 |
702
- | `NanoDAPFAMInTitlAbsToTitlAbs` | `stemmer:en` | 1710 | 0.3142 |
703
- | `NanoDAPFAMOutTitlAbsClmToFullText` | `stemmer:en` | 1029 | 0.0464 |
704
- | `NanoDAPFAMOutTitlAbsClmToTitlAbsClm` | `stemmer:en` | 1067 | 0.0582 |
705
- | `NanoDAPFAMOutTitlAbsClmToTitlAbs` | `stemmer:en` | 1120 | 0.0331 |
706
- | `NanoDAPFAMOutTitlAbsToFullText` | `stemmer:en` | 1023 | 0.0555 |
707
- | `NanoDAPFAMOutTitlAbsToTitlAbsClm` | `stemmer:en` | 1055 | 0.0692 |
708
- | `NanoDAPFAMOutTitlAbsToTitlAbs` | `stemmer:en` | 1077 | 0.0517 |
709
 
710
- ## Skipped Tasks
711
 
712
- No source tasks were skipped.
 
 
713
 
714
  ## License
715
 
 
379
  download_size: 8403151
380
  dataset_size: 8389206
381
  configs:
382
+ - config_name: corpus
383
  data_files:
384
  - split: NanoDAPFAMAllTitlAbsClmToFullText
385
+ path: corpus/NanoDAPFAMAllTitlAbsClmToFullText.parquet
 
 
386
  - split: NanoDAPFAMAllTitlAbsClmToTitlAbs
387
+ path: corpus/NanoDAPFAMAllTitlAbsClmToTitlAbs.parquet
388
+ - split: NanoDAPFAMAllTitlAbsClmToTitlAbsClm
389
+ path: corpus/NanoDAPFAMAllTitlAbsClmToTitlAbsClm.parquet
390
  - split: NanoDAPFAMAllTitlAbsToFullText
391
+ path: corpus/NanoDAPFAMAllTitlAbsToFullText.parquet
 
 
392
  - split: NanoDAPFAMAllTitlAbsToTitlAbs
393
+ path: corpus/NanoDAPFAMAllTitlAbsToTitlAbs.parquet
394
+ - split: NanoDAPFAMAllTitlAbsToTitlAbsClm
395
+ path: corpus/NanoDAPFAMAllTitlAbsToTitlAbsClm.parquet
396
  - split: NanoDAPFAMInTitlAbsClmToFullText
397
+ path: corpus/NanoDAPFAMInTitlAbsClmToFullText.parquet
 
 
398
  - split: NanoDAPFAMInTitlAbsClmToTitlAbs
399
+ path: corpus/NanoDAPFAMInTitlAbsClmToTitlAbs.parquet
400
+ - split: NanoDAPFAMInTitlAbsClmToTitlAbsClm
401
+ path: corpus/NanoDAPFAMInTitlAbsClmToTitlAbsClm.parquet
402
  - split: NanoDAPFAMInTitlAbsToFullText
403
+ path: corpus/NanoDAPFAMInTitlAbsToFullText.parquet
 
 
404
  - split: NanoDAPFAMInTitlAbsToTitlAbs
405
+ path: corpus/NanoDAPFAMInTitlAbsToTitlAbs.parquet
406
+ - split: NanoDAPFAMInTitlAbsToTitlAbsClm
407
+ path: corpus/NanoDAPFAMInTitlAbsToTitlAbsClm.parquet
408
  - split: NanoDAPFAMOutTitlAbsClmToFullText
409
+ path: corpus/NanoDAPFAMOutTitlAbsClmToFullText.parquet
 
 
410
  - split: NanoDAPFAMOutTitlAbsClmToTitlAbs
411
+ path: corpus/NanoDAPFAMOutTitlAbsClmToTitlAbs.parquet
412
+ - split: NanoDAPFAMOutTitlAbsClmToTitlAbsClm
413
+ path: corpus/NanoDAPFAMOutTitlAbsClmToTitlAbsClm.parquet
414
  - split: NanoDAPFAMOutTitlAbsToFullText
415
+ path: corpus/NanoDAPFAMOutTitlAbsToFullText.parquet
 
 
416
  - split: NanoDAPFAMOutTitlAbsToTitlAbs
417
+ path: corpus/NanoDAPFAMOutTitlAbsToTitlAbs.parquet
418
+ - split: NanoDAPFAMOutTitlAbsToTitlAbsClm
419
+ path: corpus/NanoDAPFAMOutTitlAbsToTitlAbsClm.parquet
420
+ - config_name: queries
421
  data_files:
422
  - split: NanoDAPFAMAllTitlAbsClmToFullText
423
+ path: queries/NanoDAPFAMAllTitlAbsClmToFullText.parquet
 
 
424
  - split: NanoDAPFAMAllTitlAbsClmToTitlAbs
425
+ path: queries/NanoDAPFAMAllTitlAbsClmToTitlAbs.parquet
426
+ - split: NanoDAPFAMAllTitlAbsClmToTitlAbsClm
427
+ path: queries/NanoDAPFAMAllTitlAbsClmToTitlAbsClm.parquet
428
  - split: NanoDAPFAMAllTitlAbsToFullText
429
+ path: queries/NanoDAPFAMAllTitlAbsToFullText.parquet
 
 
430
  - split: NanoDAPFAMAllTitlAbsToTitlAbs
431
+ path: queries/NanoDAPFAMAllTitlAbsToTitlAbs.parquet
432
+ - split: NanoDAPFAMAllTitlAbsToTitlAbsClm
433
+ path: queries/NanoDAPFAMAllTitlAbsToTitlAbsClm.parquet
434
  - split: NanoDAPFAMInTitlAbsClmToFullText
435
+ path: queries/NanoDAPFAMInTitlAbsClmToFullText.parquet
 
 
436
  - split: NanoDAPFAMInTitlAbsClmToTitlAbs
437
+ path: queries/NanoDAPFAMInTitlAbsClmToTitlAbs.parquet
438
+ - split: NanoDAPFAMInTitlAbsClmToTitlAbsClm
439
+ path: queries/NanoDAPFAMInTitlAbsClmToTitlAbsClm.parquet
440
  - split: NanoDAPFAMInTitlAbsToFullText
441
+ path: queries/NanoDAPFAMInTitlAbsToFullText.parquet
 
 
442
  - split: NanoDAPFAMInTitlAbsToTitlAbs
443
+ path: queries/NanoDAPFAMInTitlAbsToTitlAbs.parquet
444
+ - split: NanoDAPFAMInTitlAbsToTitlAbsClm
445
+ path: queries/NanoDAPFAMInTitlAbsToTitlAbsClm.parquet
446
  - split: NanoDAPFAMOutTitlAbsClmToFullText
447
+ path: queries/NanoDAPFAMOutTitlAbsClmToFullText.parquet
 
 
448
  - split: NanoDAPFAMOutTitlAbsClmToTitlAbs
449
+ path: queries/NanoDAPFAMOutTitlAbsClmToTitlAbs.parquet
450
+ - split: NanoDAPFAMOutTitlAbsClmToTitlAbsClm
451
+ path: queries/NanoDAPFAMOutTitlAbsClmToTitlAbsClm.parquet
452
  - split: NanoDAPFAMOutTitlAbsToFullText
453
+ path: queries/NanoDAPFAMOutTitlAbsToFullText.parquet
 
 
454
  - split: NanoDAPFAMOutTitlAbsToTitlAbs
455
+ path: queries/NanoDAPFAMOutTitlAbsToTitlAbs.parquet
456
+ - split: NanoDAPFAMOutTitlAbsToTitlAbsClm
457
+ path: queries/NanoDAPFAMOutTitlAbsToTitlAbsClm.parquet
458
+ default: true
459
+ - config_name: qrels
460
  data_files:
461
  - split: NanoDAPFAMAllTitlAbsClmToFullText
462
+ path: qrels/NanoDAPFAMAllTitlAbsClmToFullText.parquet
463
  - split: NanoDAPFAMAllTitlAbsClmToTitlAbs
464
+ path: qrels/NanoDAPFAMAllTitlAbsClmToTitlAbs.parquet
465
  - split: NanoDAPFAMAllTitlAbsClmToTitlAbsClm
466
+ path: qrels/NanoDAPFAMAllTitlAbsClmToTitlAbsClm.parquet
467
  - split: NanoDAPFAMAllTitlAbsToFullText
468
+ path: qrels/NanoDAPFAMAllTitlAbsToFullText.parquet
469
  - split: NanoDAPFAMAllTitlAbsToTitlAbs
470
+ path: qrels/NanoDAPFAMAllTitlAbsToTitlAbs.parquet
471
  - split: NanoDAPFAMAllTitlAbsToTitlAbsClm
472
+ path: qrels/NanoDAPFAMAllTitlAbsToTitlAbsClm.parquet
473
  - split: NanoDAPFAMInTitlAbsClmToFullText
474
+ path: qrels/NanoDAPFAMInTitlAbsClmToFullText.parquet
475
  - split: NanoDAPFAMInTitlAbsClmToTitlAbs
476
+ path: qrels/NanoDAPFAMInTitlAbsClmToTitlAbs.parquet
477
  - split: NanoDAPFAMInTitlAbsClmToTitlAbsClm
478
+ path: qrels/NanoDAPFAMInTitlAbsClmToTitlAbsClm.parquet
479
  - split: NanoDAPFAMInTitlAbsToFullText
480
+ path: qrels/NanoDAPFAMInTitlAbsToFullText.parquet
481
  - split: NanoDAPFAMInTitlAbsToTitlAbs
482
+ path: qrels/NanoDAPFAMInTitlAbsToTitlAbs.parquet
483
  - split: NanoDAPFAMInTitlAbsToTitlAbsClm
484
+ path: qrels/NanoDAPFAMInTitlAbsToTitlAbsClm.parquet
485
  - split: NanoDAPFAMOutTitlAbsClmToFullText
486
+ path: qrels/NanoDAPFAMOutTitlAbsClmToFullText.parquet
487
  - split: NanoDAPFAMOutTitlAbsClmToTitlAbs
488
+ path: qrels/NanoDAPFAMOutTitlAbsClmToTitlAbs.parquet
489
  - split: NanoDAPFAMOutTitlAbsClmToTitlAbsClm
490
+ path: qrels/NanoDAPFAMOutTitlAbsClmToTitlAbsClm.parquet
491
  - split: NanoDAPFAMOutTitlAbsToFullText
492
+ path: qrels/NanoDAPFAMOutTitlAbsToFullText.parquet
493
  - split: NanoDAPFAMOutTitlAbsToTitlAbs
494
+ path: qrels/NanoDAPFAMOutTitlAbsToTitlAbs.parquet
495
  - split: NanoDAPFAMOutTitlAbsToTitlAbsClm
496
+ path: qrels/NanoDAPFAMOutTitlAbsToTitlAbsClm.parquet
497
+ - config_name: bm25
498
  data_files:
499
  - split: NanoDAPFAMAllTitlAbsClmToFullText
500
+ path: bm25/NanoDAPFAMAllTitlAbsClmToFullText.parquet
 
 
501
  - split: NanoDAPFAMAllTitlAbsClmToTitlAbs
502
+ path: bm25/NanoDAPFAMAllTitlAbsClmToTitlAbs.parquet
503
+ - split: NanoDAPFAMAllTitlAbsClmToTitlAbsClm
504
+ path: bm25/NanoDAPFAMAllTitlAbsClmToTitlAbsClm.parquet
505
  - split: NanoDAPFAMAllTitlAbsToFullText
506
+ path: bm25/NanoDAPFAMAllTitlAbsToFullText.parquet
 
 
507
  - split: NanoDAPFAMAllTitlAbsToTitlAbs
508
+ path: bm25/NanoDAPFAMAllTitlAbsToTitlAbs.parquet
509
+ - split: NanoDAPFAMAllTitlAbsToTitlAbsClm
510
+ path: bm25/NanoDAPFAMAllTitlAbsToTitlAbsClm.parquet
511
  - split: NanoDAPFAMInTitlAbsClmToFullText
512
+ path: bm25/NanoDAPFAMInTitlAbsClmToFullText.parquet
 
 
513
  - split: NanoDAPFAMInTitlAbsClmToTitlAbs
514
+ path: bm25/NanoDAPFAMInTitlAbsClmToTitlAbs.parquet
515
+ - split: NanoDAPFAMInTitlAbsClmToTitlAbsClm
516
+ path: bm25/NanoDAPFAMInTitlAbsClmToTitlAbsClm.parquet
517
  - split: NanoDAPFAMInTitlAbsToFullText
518
+ path: bm25/NanoDAPFAMInTitlAbsToFullText.parquet
 
 
519
  - split: NanoDAPFAMInTitlAbsToTitlAbs
520
+ path: bm25/NanoDAPFAMInTitlAbsToTitlAbs.parquet
521
+ - split: NanoDAPFAMInTitlAbsToTitlAbsClm
522
+ path: bm25/NanoDAPFAMInTitlAbsToTitlAbsClm.parquet
523
  - split: NanoDAPFAMOutTitlAbsClmToFullText
524
+ path: bm25/NanoDAPFAMOutTitlAbsClmToFullText.parquet
 
 
525
  - split: NanoDAPFAMOutTitlAbsClmToTitlAbs
526
+ path: bm25/NanoDAPFAMOutTitlAbsClmToTitlAbs.parquet
527
+ - split: NanoDAPFAMOutTitlAbsClmToTitlAbsClm
528
+ path: bm25/NanoDAPFAMOutTitlAbsClmToTitlAbsClm.parquet
529
  - split: NanoDAPFAMOutTitlAbsToFullText
530
+ path: bm25/NanoDAPFAMOutTitlAbsToFullText.parquet
 
 
531
  - split: NanoDAPFAMOutTitlAbsToTitlAbs
532
+ path: bm25/NanoDAPFAMOutTitlAbsToTitlAbs.parquet
533
+ - split: NanoDAPFAMOutTitlAbsToTitlAbsClm
534
+ path: bm25/NanoDAPFAMOutTitlAbsToTitlAbsClm.parquet
535
+ - config_name: harrier_oss_v1_270m
536
  data_files:
537
  - split: NanoDAPFAMAllTitlAbsClmToFullText
538
+ path: harrier_oss_v1_270m/NanoDAPFAMAllTitlAbsClmToFullText.parquet
 
 
539
  - split: NanoDAPFAMAllTitlAbsClmToTitlAbs
540
+ path: harrier_oss_v1_270m/NanoDAPFAMAllTitlAbsClmToTitlAbs.parquet
541
+ - split: NanoDAPFAMAllTitlAbsClmToTitlAbsClm
542
+ path: harrier_oss_v1_270m/NanoDAPFAMAllTitlAbsClmToTitlAbsClm.parquet
543
  - split: NanoDAPFAMAllTitlAbsToFullText
544
+ path: harrier_oss_v1_270m/NanoDAPFAMAllTitlAbsToFullText.parquet
 
 
545
  - split: NanoDAPFAMAllTitlAbsToTitlAbs
546
+ path: harrier_oss_v1_270m/NanoDAPFAMAllTitlAbsToTitlAbs.parquet
547
+ - split: NanoDAPFAMAllTitlAbsToTitlAbsClm
548
+ path: harrier_oss_v1_270m/NanoDAPFAMAllTitlAbsToTitlAbsClm.parquet
549
  - split: NanoDAPFAMInTitlAbsClmToFullText
550
+ path: harrier_oss_v1_270m/NanoDAPFAMInTitlAbsClmToFullText.parquet
 
 
551
  - split: NanoDAPFAMInTitlAbsClmToTitlAbs
552
+ path: harrier_oss_v1_270m/NanoDAPFAMInTitlAbsClmToTitlAbs.parquet
553
+ - split: NanoDAPFAMInTitlAbsClmToTitlAbsClm
554
+ path: harrier_oss_v1_270m/NanoDAPFAMInTitlAbsClmToTitlAbsClm.parquet
555
  - split: NanoDAPFAMInTitlAbsToFullText
556
+ path: harrier_oss_v1_270m/NanoDAPFAMInTitlAbsToFullText.parquet
 
 
557
  - split: NanoDAPFAMInTitlAbsToTitlAbs
558
+ path: harrier_oss_v1_270m/NanoDAPFAMInTitlAbsToTitlAbs.parquet
559
+ - split: NanoDAPFAMInTitlAbsToTitlAbsClm
560
+ path: harrier_oss_v1_270m/NanoDAPFAMInTitlAbsToTitlAbsClm.parquet
561
  - split: NanoDAPFAMOutTitlAbsClmToFullText
562
+ path: harrier_oss_v1_270m/NanoDAPFAMOutTitlAbsClmToFullText.parquet
 
 
563
  - split: NanoDAPFAMOutTitlAbsClmToTitlAbs
564
+ path: harrier_oss_v1_270m/NanoDAPFAMOutTitlAbsClmToTitlAbs.parquet
565
+ - split: NanoDAPFAMOutTitlAbsClmToTitlAbsClm
566
+ path: harrier_oss_v1_270m/NanoDAPFAMOutTitlAbsClmToTitlAbsClm.parquet
567
  - split: NanoDAPFAMOutTitlAbsToFullText
568
+ path: harrier_oss_v1_270m/NanoDAPFAMOutTitlAbsToFullText.parquet
 
 
569
  - split: NanoDAPFAMOutTitlAbsToTitlAbs
570
+ path: harrier_oss_v1_270m/NanoDAPFAMOutTitlAbsToTitlAbs.parquet
571
+ - split: NanoDAPFAMOutTitlAbsToTitlAbsClm
572
+ path: harrier_oss_v1_270m/NanoDAPFAMOutTitlAbsToTitlAbsClm.parquet
573
  - config_name: reranking_hybrid
574
  data_files:
575
  - split: NanoDAPFAMAllTitlAbsClmToFullText
576
+ path: reranking_hybrid/NanoDAPFAMAllTitlAbsClmToFullText.parquet
577
  - split: NanoDAPFAMAllTitlAbsClmToTitlAbs
578
+ path: reranking_hybrid/NanoDAPFAMAllTitlAbsClmToTitlAbs.parquet
579
  - split: NanoDAPFAMAllTitlAbsClmToTitlAbsClm
580
+ path: reranking_hybrid/NanoDAPFAMAllTitlAbsClmToTitlAbsClm.parquet
581
  - split: NanoDAPFAMAllTitlAbsToFullText
582
+ path: reranking_hybrid/NanoDAPFAMAllTitlAbsToFullText.parquet
583
  - split: NanoDAPFAMAllTitlAbsToTitlAbs
584
+ path: reranking_hybrid/NanoDAPFAMAllTitlAbsToTitlAbs.parquet
585
  - split: NanoDAPFAMAllTitlAbsToTitlAbsClm
586
+ path: reranking_hybrid/NanoDAPFAMAllTitlAbsToTitlAbsClm.parquet
587
  - split: NanoDAPFAMInTitlAbsClmToFullText
588
+ path: reranking_hybrid/NanoDAPFAMInTitlAbsClmToFullText.parquet
589
  - split: NanoDAPFAMInTitlAbsClmToTitlAbs
590
+ path: reranking_hybrid/NanoDAPFAMInTitlAbsClmToTitlAbs.parquet
591
  - split: NanoDAPFAMInTitlAbsClmToTitlAbsClm
592
+ path: reranking_hybrid/NanoDAPFAMInTitlAbsClmToTitlAbsClm.parquet
593
  - split: NanoDAPFAMInTitlAbsToFullText
594
+ path: reranking_hybrid/NanoDAPFAMInTitlAbsToFullText.parquet
595
  - split: NanoDAPFAMInTitlAbsToTitlAbs
596
+ path: reranking_hybrid/NanoDAPFAMInTitlAbsToTitlAbs.parquet
597
  - split: NanoDAPFAMInTitlAbsToTitlAbsClm
598
+ path: reranking_hybrid/NanoDAPFAMInTitlAbsToTitlAbsClm.parquet
599
  - split: NanoDAPFAMOutTitlAbsClmToFullText
600
+ path: reranking_hybrid/NanoDAPFAMOutTitlAbsClmToFullText.parquet
601
  - split: NanoDAPFAMOutTitlAbsClmToTitlAbs
602
+ path: reranking_hybrid/NanoDAPFAMOutTitlAbsClmToTitlAbs.parquet
603
  - split: NanoDAPFAMOutTitlAbsClmToTitlAbsClm
604
+ path: reranking_hybrid/NanoDAPFAMOutTitlAbsClmToTitlAbsClm.parquet
605
  - split: NanoDAPFAMOutTitlAbsToFullText
606
+ path: reranking_hybrid/NanoDAPFAMOutTitlAbsToFullText.parquet
607
  - split: NanoDAPFAMOutTitlAbsToTitlAbs
608
+ path: reranking_hybrid/NanoDAPFAMOutTitlAbsToTitlAbs.parquet
609
  - split: NanoDAPFAMOutTitlAbsToTitlAbsClm
610
+ path: reranking_hybrid/NanoDAPFAMOutTitlAbsToTitlAbsClm.parquet
611
+ tags:
612
+ - information-retrieval
613
+ - retrieval
614
+ - nano
615
+ - bm25
616
+ - dense-retrieval
617
+ - reranking
618
+ - hakari-bench
619
  ---
 
620
  # NanoDAPFAM
621
 
622
+ This dataset is a Nano-style retrieval dataset for [HAKARI-bench](https://github.com/hakari-bench/hakari-bench).
 
 
623
 
624
  NanoDAPFAM contains 18 Nano retrieval splits derived from DAPFAM. Each split keeps up to 200 eligible queries and up to 10000 corpus documents, with exact duplicate query and document text removed where the generator records that policy.
625
 
626
+ ## Usage
627
 
628
+ ```python
629
+ from datasets import load_dataset
630
+
631
+ dataset_id = "hakari-bench/NanoDAPFAM"
632
+ split = "NanoDAPFAMAllTitlAbsClmToFullText"
633
+
634
+ queries = load_dataset(dataset_id, "queries", split=split)
635
+ corpus = load_dataset(dataset_id, "corpus", split=split)
636
+ qrels = load_dataset(dataset_id, "qrels", split=split)
637
+ reranking_candidates = load_dataset(dataset_id, "reranking_hybrid", split=split)
638
+ ```
639
 
640
  ## Data Layout
641
 
642
+ This dataset uses six Hugging Face Datasets configs:
643
 
644
  - `corpus`: documents with `_id` and `text`
645
  - `queries`: queries with `_id` and `text`
646
  - `qrels`: positive relevance labels with `query-id` and `corpus-id`
647
  - `bm25`: BM25 candidate lists with `query-id` and `corpus-ids`
648
+ - `harrier_oss_v1_270m`: dense candidate lists from `microsoft/harrier-oss-v1-270m`
649
+ - `reranking_hybrid`: RRF candidate lists built from `bm25` and `harrier_oss_v1_270m`
650
 
651
+ Each config has the same Nano split names.
652
 
653
+ ## Candidate Construction
654
 
655
+ - `bm25`: local BM25 top-500 with automatic language-aware tokenization. The resolved tokenizer is shown in the Candidate Quality table, for example `wordseg@ja`.
656
+ - `harrier_oss_v1_270m`: dense top-500 from `microsoft/harrier-oss-v1-270m`. In tables this is shown as `Dense`; Dense means `microsoft/harrier-oss-v1-270m` with the `web_search_query` prompt for queries and cosine similarity over normalized embeddings.
657
+ - `reranking_hybrid`: RRF over `bm25` and `harrier_oss_v1_270m` using `rrf_k=100`, keeping the RRF top-100.
658
 
659
+ Safeguard means rank 101 is appended only when RRF top-100 contains no qrels-positive document.
 
 
 
 
 
 
 
 
 
 
660
 
661
+ ## Split Statistics
662
 
663
+ Length statistics are character counts computed with `len(str(text))`.
664
 
665
+ | Nano split | Queries | Corpus | Qrels | Query chars avg | Query chars p50 | Query chars p75 | Doc chars avg | Doc chars p50 | Doc chars p75 |
666
+ |---|---:|---:|---:|---:|---:|---:|---:|---:|---:|
667
+ | NanoDAPFAMAllTitlAbsClmToFullText | 200 | 10000 | 3989 | 8339.5 | 6741.0 | 9976.2 | 71050.6 | 46456.5 | 79059.8 |
668
+ | NanoDAPFAMAllTitlAbsClmToTitlAbs | 200 | 10000 | 3981 | 8339.5 | 6741.0 | 9976.2 | 777.9 | 766.0 | 958.2 |
669
+ | NanoDAPFAMAllTitlAbsClmToTitlAbsClm | 200 | 10000 | 3989 | 8339.5 | 6741.0 | 9976.2 | 7229.1 | 6155.5 | 8658.5 |
670
+ | NanoDAPFAMAllTitlAbsToFullText | 200 | 10000 | 3989 | 776.0 | 774.0 | 934.5 | 71113.4 | 46505.5 | 79214.5 |
671
+ | NanoDAPFAMAllTitlAbsToTitlAbs | 200 | 10000 | 3982 | 776.0 | 774.0 | 934.5 | 778.0 | 766.0 | 958.2 |
672
+ | NanoDAPFAMAllTitlAbsToTitlAbsClm | 200 | 10000 | 3989 | 776.0 | 774.0 | 934.5 | 7230.6 | 6157.5 | 8658.5 |
673
+ | NanoDAPFAMInTitlAbsClmToFullText | 200 | 10000 | 3069 | 8405.5 | 6835.5 | 9976.2 | 68906.0 | 46012.0 | 77773.5 |
674
+ | NanoDAPFAMInTitlAbsClmToTitlAbs | 200 | 10000 | 3062 | 8405.5 | 6835.5 | 9976.2 | 777.9 | 766.0 | 960.0 |
675
+ | NanoDAPFAMInTitlAbsClmToTitlAbsClm | 200 | 10000 | 3069 | 8405.5 | 6835.5 | 9976.2 | 7225.2 | 6141.0 | 8658.5 |
676
+ | NanoDAPFAMInTitlAbsToFullText | 200 | 10000 | 3072 | 771.3 | 771.5 | 934.5 | 68924.3 | 46024.5 | 77773.5 |
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+ | NanoDAPFAMInTitlAbsToTitlAbs | 200 | 10000 | 3066 | 771.3 | 771.5 | 934.5 | 777.7 | 766.0 | 959.2 |
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+ | NanoDAPFAMInTitlAbsToTitlAbsClm | 200 | 10000 | 3072 | 771.3 | 771.5 | 934.5 | 7226.4 | 6144.5 | 8658.0 |
679
+ | NanoDAPFAMOutTitlAbsClmToFullText | 200 | 10000 | 1259 | 9315.7 | 7026.0 | 10653.0 | 71902.3 | 46121.0 | 79984.2 |
680
+ | NanoDAPFAMOutTitlAbsClmToTitlAbs | 200 | 10000 | 1257 | 9315.7 | 7026.0 | 10653.0 | 777.9 | 769.0 | 962.0 |
681
+ | NanoDAPFAMOutTitlAbsClmToTitlAbsClm | 200 | 10000 | 1259 | 9315.7 | 7026.0 | 10653.0 | 7257.2 | 6126.5 | 8623.8 |
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+ | NanoDAPFAMOutTitlAbsToFullText | 200 | 10000 | 1259 | 786.6 | 780.0 | 957.5 | 71902.3 | 46121.0 | 79984.2 |
683
+ | NanoDAPFAMOutTitlAbsToTitlAbs | 200 | 10000 | 1257 | 786.6 | 780.0 | 957.5 | 777.9 | 769.0 | 962.0 |
684
+ | NanoDAPFAMOutTitlAbsToTitlAbsClm | 200 | 10000 | 1259 | 786.6 | 780.0 | 957.5 | 7257.2 | 6126.5 | 8623.8 |
685
 
686
+ ## Candidate Quality
687
 
688
+ `nDCG@10` and `Recall@100` are computed from the included candidate rankings against the included qrels, then reported as 0-100 scores such as `52.45`. `Recall@100` uses only the top 100 candidates; an optional rank-101 safeguard positive is not counted in `Recall@100`.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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690
+ Dense means `microsoft/harrier-oss-v1-270m` with the `web_search_query` prompt and cosine similarity.
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692
+ | Nano split | BM25 tokenizer | BM25 nDCG@10 | Dense nDCG@10 | Hybrid nDCG@10 | BM25 Recall@100 | Dense Recall@100 | Hybrid Recall@100 | Hybrid candidates | Safeguard positives |
693
+ |---|---|---:|---:|---:|---:|---:|---:|---:|---:|
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+ | Mean | - | 24.30 | 30.73 | 29.81 | 39.01 | 50.85 | 50.81 | - | 522 |
695
+ | NanoDAPFAMAllTitlAbsClmToFullText | english_porter_stop | 33.65 | 43.52 | 42.15 | 46.14 | 58.02 | 58.39 | 100-101 | 6 |
696
+ | NanoDAPFAMAllTitlAbsClmToTitlAbs | english_porter_stop | 28.64 | 39.97 | 37.67 | 35.98 | 52.80 | 50.57 | 100-101 | 8 |
697
+ | NanoDAPFAMAllTitlAbsClmToTitlAbsClm | english_porter_stop | 33.60 | 41.56 | 39.89 | 44.24 | 55.39 | 54.72 | 100-101 | 7 |
698
+ | NanoDAPFAMAllTitlAbsToFullText | english_porter_stop | 34.89 | 41.49 | 41.75 | 46.74 | 56.22 | 57.09 | 100-101 | 4 |
699
+ | NanoDAPFAMAllTitlAbsToTitlAbs | english_porter_stop | 32.81 | 37.86 | 37.90 | 39.22 | 50.69 | 50.31 | 100-101 | 8 |
700
+ | NanoDAPFAMAllTitlAbsToTitlAbsClm | english_porter_stop | 35.10 | 40.56 | 40.88 | 43.07 | 53.79 | 53.77 | 100-101 | 6 |
701
+ | NanoDAPFAMInTitlAbsClmToFullText | english_porter_stop | 35.05 | 44.84 | 43.75 | 56.66 | 70.85 | 70.58 | 100-101 | 7 |
702
+ | NanoDAPFAMInTitlAbsClmToTitlAbs | english_porter_stop | 29.70 | 41.35 | 38.05 | 42.87 | 64.36 | 61.04 | 100-101 | 10 |
703
+ | NanoDAPFAMInTitlAbsClmToTitlAbsClm | english_porter_stop | 34.73 | 43.25 | 41.57 | 53.62 | 67.64 | 66.06 | 100-101 | 7 |
704
+ | NanoDAPFAMInTitlAbsToFullText | english_porter_stop | 34.90 | 42.55 | 42.28 | 57.79 | 68.35 | 69.05 | 100-101 | 5 |
705
+ | NanoDAPFAMInTitlAbsToTitlAbs | english_porter_stop | 33.86 | 39.23 | 39.42 | 47.15 | 61.77 | 60.92 | 100-101 | 9 |
706
+ | NanoDAPFAMInTitlAbsToTitlAbsClm | english_porter_stop | 35.93 | 41.25 | 42.20 | 52.99 | 65.55 | 65.21 | 100-101 | 5 |
707
+ | NanoDAPFAMOutTitlAbsClmToFullText | english_porter_stop | 4.61 | 10.10 | 8.69 | 27.55 | 35.19 | 38.30 | 100-101 | 65 |
708
+ | NanoDAPFAMOutTitlAbsClmToTitlAbs | english_porter_stop | 4.39 | 8.72 | 7.14 | 16.84 | 28.40 | 29.56 | 100-101 | 77 |
709
+ | NanoDAPFAMOutTitlAbsClmToTitlAbsClm | english_porter_stop | 6.40 | 9.52 | 8.11 | 23.21 | 34.39 | 33.16 | 100-101 | 72 |
710
+ | NanoDAPFAMOutTitlAbsToFullText | english_porter_stop | 6.38 | 9.52 | 8.58 | 25.34 | 32.96 | 35.30 | 100-101 | 74 |
711
+ | NanoDAPFAMOutTitlAbsToTitlAbs | english_porter_stop | 5.83 | 8.72 | 7.62 | 20.24 | 27.29 | 30.05 | 100-101 | 76 |
712
+ | NanoDAPFAMOutTitlAbsToTitlAbsClm | english_porter_stop | 6.99 | 9.09 | 9.01 | 22.55 | 31.68 | 30.59 | 100-101 | 76 |
713
 
714
+ ## Hybrid Safeguard Summary
715
 
716
+ - Safeguard positives: 522
717
+ - Rows limited by corpus size: 0
718
+ - Metadata file: `reranking_hybrid_metadata.json`
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
719
 
720
+ ## Source Links
721
 
722
+ - Source benchmark: `DAPFAM`
723
+ - Source benchmark repository: https://github.com/embeddings-benchmark/mteb
724
+ - `datalyes/DAPFAM_patent`: https://huggingface.co/datasets/datalyes/DAPFAM_patent
725
 
726
  ## License
727