Update README.md

README.md

@@ -6,936 +6,754 @@ configs:
     path: NanoArguAna_corpus_ar.parquet
   - split: queries
     path: NanoArguAna_queries_ar.parquet
-  - split: qrels
-    path: NanoArguAna_qrels_ar.parquet
 - config_name: NanoArguAna_de
   data_files:
   - split: corpus
     path: NanoArguAna_corpus_de.parquet
   - split: queries
     path: NanoArguAna_queries_de.parquet
-  - split: qrels
-    path: NanoArguAna_qrels_de.parquet
 - config_name: NanoArguAna_en
   data_files:
   - split: corpus
     path: NanoArguAna_corpus_en.parquet
   - split: queries
     path: NanoArguAna_queries_en.parquet
-  - split: qrels
-    path: NanoArguAna_qrels_en.parquet
 - config_name: NanoArguAna_es
   data_files:
   - split: corpus
     path: NanoArguAna_corpus_es.parquet
   - split: queries
     path: NanoArguAna_queries_es.parquet
-  - split: qrels
-    path: NanoArguAna_qrels_es.parquet
 - config_name: NanoArguAna_fr
   data_files:
   - split: corpus
     path: NanoArguAna_corpus_fr.parquet
   - split: queries
     path: NanoArguAna_queries_fr.parquet
-  - split: qrels
-    path: NanoArguAna_qrels_fr.parquet
 - config_name: NanoArguAna_it
   data_files:
   - split: corpus
     path: NanoArguAna_corpus_it.parquet
   - split: queries
     path: NanoArguAna_queries_it.parquet
-  - split: qrels
-    path: NanoArguAna_qrels_it.parquet
 - config_name: NanoArguAna_no
   data_files:
   - split: corpus
     path: NanoArguAna_corpus_no.parquet
   - split: queries
     path: NanoArguAna_queries_no.parquet
-  - split: qrels
-    path: NanoArguAna_qrels_no.parquet
 - config_name: NanoArguAna_pt
   data_files:
   - split: corpus
     path: NanoArguAna_corpus_pt.parquet
   - split: queries
     path: NanoArguAna_queries_pt.parquet
-  - split: qrels
-    path: NanoArguAna_qrels_pt.parquet
 - config_name: NanoArguAna_sv
   data_files:
   - split: corpus
     path: NanoArguAna_corpus_sv.parquet
   - split: queries
     path: NanoArguAna_queries_sv.parquet
-  - split: qrels
-    path: NanoArguAna_qrels_sv.parquet
 - config_name: NanoClimateFEVER_ar
   data_files:
   - split: corpus
     path: NanoClimateFEVER_corpus_ar.parquet
   - split: queries
     path: NanoClimateFEVER_queries_ar.parquet
-  - split: qrels
-    path: NanoClimateFEVER_qrels_ar.parquet
 - config_name: NanoClimateFEVER_de
   data_files:
   - split: corpus
     path: NanoClimateFEVER_corpus_de.parquet
   - split: queries
     path: NanoClimateFEVER_queries_de.parquet
-  - split: qrels
-    path: NanoClimateFEVER_qrels_de.parquet
 - config_name: NanoClimateFEVER_en
   data_files:
   - split: corpus
     path: NanoClimateFEVER_corpus_en.parquet
   - split: queries
     path: NanoClimateFEVER_queries_en.parquet
-  - split: qrels
-    path: NanoClimateFEVER_qrels_en.parquet
 - config_name: NanoClimateFEVER_es
   data_files:
   - split: corpus
     path: NanoClimateFEVER_corpus_es.parquet
   - split: queries
     path: NanoClimateFEVER_queries_es.parquet
-  - split: qrels
-    path: NanoClimateFEVER_qrels_es.parquet
 - config_name: NanoClimateFEVER_fr
   data_files:
   - split: corpus
     path: NanoClimateFEVER_corpus_fr.parquet
   - split: queries
     path: NanoClimateFEVER_queries_fr.parquet
-  - split: qrels
-    path: NanoClimateFEVER_qrels_fr.parquet
 - config_name: NanoClimateFEVER_it
   data_files:
   - split: corpus
     path: NanoClimateFEVER_corpus_it.parquet
   - split: queries
     path: NanoClimateFEVER_queries_it.parquet
-  - split: qrels
-    path: NanoClimateFEVER_qrels_it.parquet
 - config_name: NanoClimateFEVER_no
   data_files:
   - split: corpus
     path: NanoClimateFEVER_corpus_no.parquet
   - split: queries
     path: NanoClimateFEVER_queries_no.parquet
-  - split: qrels
-    path: NanoClimateFEVER_qrels_no.parquet
 - config_name: NanoClimateFEVER_pt
   data_files:
   - split: corpus
     path: NanoClimateFEVER_corpus_pt.parquet
   - split: queries
     path: NanoClimateFEVER_queries_pt.parquet
-  - split: qrels
-    path: NanoClimateFEVER_qrels_pt.parquet
 - config_name: NanoClimateFEVER_sv
   data_files:
   - split: corpus
     path: NanoClimateFEVER_corpus_sv.parquet
   - split: queries
     path: NanoClimateFEVER_queries_sv.parquet
-  - split: qrels
-    path: NanoClimateFEVER_qrels_sv.parquet
 - config_name: NanoDBPedia_ar
   data_files:
   - split: corpus
     path: NanoDBPedia_corpus_ar.parquet
   - split: queries
     path: NanoDBPedia_queries_ar.parquet
-  - split: qrels
-    path: NanoDBPedia_qrels_ar.parquet
 - config_name: NanoDBPedia_de
   data_files:
   - split: corpus
     path: NanoDBPedia_corpus_de.parquet
   - split: queries
     path: NanoDBPedia_queries_de.parquet
-  - split: qrels
-    path: NanoDBPedia_qrels_de.parquet
 - config_name: NanoDBPedia_en
   data_files:
   - split: corpus
     path: NanoDBPedia_corpus_en.parquet
   - split: queries
     path: NanoDBPedia_queries_en.parquet
-  - split: qrels
-    path: NanoDBPedia_qrels_en.parquet
 - config_name: NanoDBPedia_es
   data_files:
   - split: corpus
     path: NanoDBPedia_corpus_es.parquet
   - split: queries
     path: NanoDBPedia_queries_es.parquet
-  - split: qrels
-    path: NanoDBPedia_qrels_es.parquet
 - config_name: NanoDBPedia_fr
   data_files:
   - split: corpus
     path: NanoDBPedia_corpus_fr.parquet
   - split: queries
     path: NanoDBPedia_queries_fr.parquet
-  - split: qrels
-    path: NanoDBPedia_qrels_fr.parquet
 - config_name: NanoDBPedia_it
   data_files:
   - split: corpus
     path: NanoDBPedia_corpus_it.parquet
   - split: queries
     path: NanoDBPedia_queries_it.parquet
-  - split: qrels
-    path: NanoDBPedia_qrels_it.parquet
 - config_name: NanoDBPedia_no
   data_files:
   - split: corpus
     path: NanoDBPedia_corpus_no.parquet
   - split: queries
     path: NanoDBPedia_queries_no.parquet
-  - split: qrels
-    path: NanoDBPedia_qrels_no.parquet
 - config_name: NanoDBPedia_pt
   data_files:
   - split: corpus
     path: NanoDBPedia_corpus_pt.parquet
   - split: queries
     path: NanoDBPedia_queries_pt.parquet
-  - split: qrels
-    path: NanoDBPedia_qrels_pt.parquet
 - config_name: NanoDBPedia_sv
   data_files:
   - split: corpus
     path: NanoDBPedia_corpus_sv.parquet
   - split: queries
     path: NanoDBPedia_queries_sv.parquet
-  - split: qrels
-    path: NanoDBPedia_qrels_sv.parquet
 - config_name: NanoFEVER_ar
   data_files:
   - split: corpus
     path: NanoFEVER_corpus_ar.parquet
   - split: queries
     path: NanoFEVER_queries_ar.parquet
-  - split: qrels
-    path: NanoFEVER_qrels_ar.parquet
 - config_name: NanoFEVER_de
   data_files:
   - split: corpus
     path: NanoFEVER_corpus_de.parquet
   - split: queries
     path: NanoFEVER_queries_de.parquet
-  - split: qrels
-    path: NanoFEVER_qrels_de.parquet
 - config_name: NanoFEVER_en
   data_files:
   - split: corpus
     path: NanoFEVER_corpus_en.parquet
   - split: queries
     path: NanoFEVER_queries_en.parquet
-  - split: qrels
-    path: NanoFEVER_qrels_en.parquet
 - config_name: NanoFEVER_es
   data_files:
   - split: corpus
     path: NanoFEVER_corpus_es.parquet
   - split: queries
     path: NanoFEVER_queries_es.parquet
-  - split: qrels
-    path: NanoFEVER_qrels_es.parquet
 - config_name: NanoFEVER_fr
   data_files:
   - split: corpus
     path: NanoFEVER_corpus_fr.parquet
   - split: queries
     path: NanoFEVER_queries_fr.parquet
-  - split: qrels
-    path: NanoFEVER_qrels_fr.parquet
 - config_name: NanoFEVER_it
   data_files:
   - split: corpus
     path: NanoFEVER_corpus_it.parquet
   - split: queries
     path: NanoFEVER_queries_it.parquet
-  - split: qrels
-    path: NanoFEVER_qrels_it.parquet
 - config_name: NanoFEVER_no
   data_files:
   - split: corpus
     path: NanoFEVER_corpus_no.parquet
   - split: queries
     path: NanoFEVER_queries_no.parquet
-  - split: qrels
-    path: NanoFEVER_qrels_no.parquet
 - config_name: NanoFEVER_pt
   data_files:
   - split: corpus
     path: NanoFEVER_corpus_pt.parquet
   - split: queries
     path: NanoFEVER_queries_pt.parquet
-  - split: qrels
-    path: NanoFEVER_qrels_pt.parquet
 - config_name: NanoFEVER_sv
   data_files:
   - split: corpus
     path: NanoFEVER_corpus_sv.parquet
   - split: queries
     path: NanoFEVER_queries_sv.parquet
-  - split: qrels
-    path: NanoFEVER_qrels_sv.parquet
 - config_name: NanoFiQA2018_ar
   data_files:
   - split: corpus
     path: NanoFiQA2018_corpus_ar.parquet
   - split: queries
     path: NanoFiQA2018_queries_ar.parquet
-  - split: qrels
-    path: NanoFiQA2018_qrels_ar.parquet
 - config_name: NanoFiQA2018_de
   data_files:
   - split: corpus
     path: NanoFiQA2018_corpus_de.parquet
   - split: queries
     path: NanoFiQA2018_queries_de.parquet
-  - split: qrels
-    path: NanoFiQA2018_qrels_de.parquet
 - config_name: NanoFiQA2018_en
   data_files:
   - split: corpus
     path: NanoFiQA2018_corpus_en.parquet
   - split: queries
     path: NanoFiQA2018_queries_en.parquet
-  - split: qrels
-    path: NanoFiQA2018_qrels_en.parquet
 - config_name: NanoFiQA2018_es
   data_files:
   - split: corpus
     path: NanoFiQA2018_corpus_es.parquet
   - split: queries
     path: NanoFiQA2018_queries_es.parquet
-  - split: qrels
-    path: NanoFiQA2018_qrels_es.parquet
 - config_name: NanoFiQA2018_fr
   data_files:
   - split: corpus
     path: NanoFiQA2018_corpus_fr.parquet
   - split: queries
     path: NanoFiQA2018_queries_fr.parquet
-  - split: qrels
-    path: NanoFiQA2018_qrels_fr.parquet
 - config_name: NanoFiQA2018_it
   data_files:
   - split: corpus
     path: NanoFiQA2018_corpus_it.parquet
   - split: queries
     path: NanoFiQA2018_queries_it.parquet
-  - split: qrels
-    path: NanoFiQA2018_qrels_it.parquet
 - config_name: NanoFiQA2018_no
   data_files:
   - split: corpus
     path: NanoFiQA2018_corpus_no.parquet
   - split: queries
     path: NanoFiQA2018_queries_no.parquet
-  - split: qrels
-    path: NanoFiQA2018_qrels_no.parquet
 - config_name: NanoFiQA2018_pt
   data_files:
   - split: corpus
     path: NanoFiQA2018_corpus_pt.parquet
   - split: queries
     path: NanoFiQA2018_queries_pt.parquet
-  - split: qrels
-    path: NanoFiQA2018_qrels_pt.parquet
 - config_name: NanoFiQA2018_sv
   data_files:
   - split: corpus
     path: NanoFiQA2018_corpus_sv.parquet
   - split: queries
     path: NanoFiQA2018_queries_sv.parquet
-  - split: qrels
-    path: NanoFiQA2018_qrels_sv.parquet
 - config_name: NanoHotpotQA_ar
   data_files:
   - split: corpus
     path: NanoHotpotQA_corpus_ar.parquet
   - split: queries
     path: NanoHotpotQA_queries_ar.parquet
-  - split: qrels
-    path: NanoHotpotQA_qrels_ar.parquet
 - config_name: NanoHotpotQA_de
   data_files:
   - split: corpus
     path: NanoHotpotQA_corpus_de.parquet
   - split: queries
     path: NanoHotpotQA_queries_de.parquet
-  - split: qrels
-    path: NanoHotpotQA_qrels_de.parquet
 - config_name: NanoHotpotQA_en
   data_files:
   - split: corpus
     path: NanoHotpotQA_corpus_en.parquet
   - split: queries
     path: NanoHotpotQA_queries_en.parquet
-  - split: qrels
-    path: NanoHotpotQA_qrels_en.parquet
 - config_name: NanoHotpotQA_es
   data_files:
   - split: corpus
     path: NanoHotpotQA_corpus_es.parquet
   - split: queries
     path: NanoHotpotQA_queries_es.parquet
-  - split: qrels
-    path: NanoHotpotQA_qrels_es.parquet
 - config_name: NanoHotpotQA_fr
   data_files:
   - split: corpus
     path: NanoHotpotQA_corpus_fr.parquet
   - split: queries
     path: NanoHotpotQA_queries_fr.parquet
-  - split: qrels
-    path: NanoHotpotQA_qrels_fr.parquet
 - config_name: NanoHotpotQA_it
   data_files:
   - split: corpus
     path: NanoHotpotQA_corpus_it.parquet
   - split: queries
     path: NanoHotpotQA_queries_it.parquet
-  - split: qrels
-    path: NanoHotpotQA_qrels_it.parquet
 - config_name: NanoHotpotQA_no
   data_files:
   - split: corpus
     path: NanoHotpotQA_corpus_no.parquet
   - split: queries
     path: NanoHotpotQA_queries_no.parquet
-  - split: qrels
-    path: NanoHotpotQA_qrels_no.parquet
 - config_name: NanoHotpotQA_pt
   data_files:
   - split: corpus
     path: NanoHotpotQA_corpus_pt.parquet
   - split: queries
     path: NanoHotpotQA_queries_pt.parquet
-  - split: qrels
-    path: NanoHotpotQA_qrels_pt.parquet
 - config_name: NanoHotpotQA_sv
   data_files:
   - split: corpus
     path: NanoHotpotQA_corpus_sv.parquet
   - split: queries
     path: NanoHotpotQA_queries_sv.parquet
-  - split: qrels
-    path: NanoHotpotQA_qrels_sv.parquet
 - config_name: NanoMSMARCO_ar
   data_files:
   - split: corpus
     path: NanoMSMARCO_corpus_ar.parquet
   - split: queries
     path: NanoMSMARCO_queries_ar.parquet
-  - split: qrels
-    path: NanoMSMARCO_qrels_ar.parquet
 - config_name: NanoMSMARCO_de
   data_files:
   - split: corpus
     path: NanoMSMARCO_corpus_de.parquet
   - split: queries
     path: NanoMSMARCO_queries_de.parquet
-  - split: qrels
-    path: NanoMSMARCO_qrels_de.parquet
 - config_name: NanoMSMARCO_en
   data_files:
   - split: corpus
     path: NanoMSMARCO_corpus_en.parquet
   - split: queries
     path: NanoMSMARCO_queries_en.parquet
-  - split: qrels
-    path: NanoMSMARCO_qrels_en.parquet
 - config_name: NanoMSMARCO_es
   data_files:
   - split: corpus
     path: NanoMSMARCO_corpus_es.parquet
   - split: queries
     path: NanoMSMARCO_queries_es.parquet
-  - split: qrels
-    path: NanoMSMARCO_qrels_es.parquet
 - config_name: NanoMSMARCO_fr
   data_files:
   - split: corpus
     path: NanoMSMARCO_corpus_fr.parquet
   - split: queries
     path: NanoMSMARCO_queries_fr.parquet
-  - split: qrels
-    path: NanoMSMARCO_qrels_fr.parquet
 - config_name: NanoMSMARCO_it
   data_files:
   - split: corpus
     path: NanoMSMARCO_corpus_it.parquet
   - split: queries
     path: NanoMSMARCO_queries_it.parquet
-  - split: qrels
-    path: NanoMSMARCO_qrels_it.parquet
 - config_name: NanoMSMARCO_no
   data_files:
   - split: corpus
     path: NanoMSMARCO_corpus_no.parquet
   - split: queries
     path: NanoMSMARCO_queries_no.parquet
-  - split: qrels
-    path: NanoMSMARCO_qrels_no.parquet
 - config_name: NanoMSMARCO_pt
   data_files:
   - split: corpus
     path: NanoMSMARCO_corpus_pt.parquet
   - split: queries
     path: NanoMSMARCO_queries_pt.parquet
-  - split: qrels
-    path: NanoMSMARCO_qrels_pt.parquet
 - config_name: NanoMSMARCO_sv
   data_files:
   - split: corpus
     path: NanoMSMARCO_corpus_sv.parquet
   - split: queries
     path: NanoMSMARCO_queries_sv.parquet
-  - split: qrels
-    path: NanoMSMARCO_qrels_sv.parquet
 - config_name: NanoNFCorpus_ar
   data_files:
   - split: corpus
     path: NanoNFCorpus_corpus_ar.parquet
   - split: queries
     path: NanoNFCorpus_queries_ar.parquet
-  - split: qrels
-    path: NanoNFCorpus_qrels_ar.parquet
 - config_name: NanoNFCorpus_de
   data_files:
   - split: corpus
     path: NanoNFCorpus_corpus_de.parquet
   - split: queries
     path: NanoNFCorpus_queries_de.parquet
-  - split: qrels
-    path: NanoNFCorpus_qrels_de.parquet
 - config_name: NanoNFCorpus_en
   data_files:
   - split: corpus
     path: NanoNFCorpus_corpus_en.parquet
   - split: queries
     path: NanoNFCorpus_queries_en.parquet
-  - split: qrels
-    path: NanoNFCorpus_qrels_en.parquet
 - config_name: NanoNFCorpus_es
   data_files:
   - split: corpus
     path: NanoNFCorpus_corpus_es.parquet
   - split: queries
     path: NanoNFCorpus_queries_es.parquet
-  - split: qrels
-    path: NanoNFCorpus_qrels_es.parquet
 - config_name: NanoNFCorpus_fr
   data_files:
   - split: corpus
     path: NanoNFCorpus_corpus_fr.parquet
   - split: queries
     path: NanoNFCorpus_queries_fr.parquet
-  - split: qrels
-    path: NanoNFCorpus_qrels_fr.parquet
 - config_name: NanoNFCorpus_it
   data_files:
   - split: corpus
     path: NanoNFCorpus_corpus_it.parquet
   - split: queries
     path: NanoNFCorpus_queries_it.parquet
-  - split: qrels
-    path: NanoNFCorpus_qrels_it.parquet
 - config_name: NanoNFCorpus_no
   data_files:
   - split: corpus
     path: NanoNFCorpus_corpus_no.parquet
   - split: queries
     path: NanoNFCorpus_queries_no.parquet
-  - split: qrels
-    path: NanoNFCorpus_qrels_no.parquet
 - config_name: NanoNFCorpus_pt
   data_files:
   - split: corpus
     path: NanoNFCorpus_corpus_pt.parquet
   - split: queries
     path: NanoNFCorpus_queries_pt.parquet
-  - split: qrels
-    path: NanoNFCorpus_qrels_pt.parquet
 - config_name: NanoNFCorpus_sv
   data_files:
   - split: corpus
     path: NanoNFCorpus_corpus_sv.parquet
   - split: queries
     path: NanoNFCorpus_queries_sv.parquet
-  - split: qrels
-    path: NanoNFCorpus_qrels_sv.parquet
 - config_name: NanoNQ_ar
   data_files:
   - split: corpus
     path: NanoNQ_corpus_ar.parquet
   - split: queries
     path: NanoNQ_queries_ar.parquet
-  - split: qrels
-    path: NanoNQ_qrels_ar.parquet
 - config_name: NanoNQ_de
   data_files:
   - split: corpus
     path: NanoNQ_corpus_de.parquet
   - split: queries
     path: NanoNQ_queries_de.parquet
-  - split: qrels
-    path: NanoNQ_qrels_de.parquet
 - config_name: NanoNQ_en
   data_files:
   - split: corpus
     path: NanoNQ_corpus_en.parquet
   - split: queries
     path: NanoNQ_queries_en.parquet
-  - split: qrels
-    path: NanoNQ_qrels_en.parquet
 - config_name: NanoNQ_es
   data_files:
   - split: corpus
     path: NanoNQ_corpus_es.parquet
   - split: queries
     path: NanoNQ_queries_es.parquet
-  - split: qrels
-    path: NanoNQ_qrels_es.parquet
 - config_name: NanoNQ_fr
   data_files:
   - split: corpus
     path: NanoNQ_corpus_fr.parquet
   - split: queries
     path: NanoNQ_queries_fr.parquet
-  - split: qrels
-    path: NanoNQ_qrels_fr.parquet
 - config_name: NanoNQ_it
   data_files:
   - split: corpus
     path: NanoNQ_corpus_it.parquet
   - split: queries
     path: NanoNQ_queries_it.parquet
-  - split: qrels
-    path: NanoNQ_qrels_it.parquet
 - config_name: NanoNQ_no
   data_files:
   - split: corpus
     path: NanoNQ_corpus_no.parquet
   - split: queries
     path: NanoNQ_queries_no.parquet
-  - split: qrels
-    path: NanoNQ_qrels_no.parquet
 - config_name: NanoNQ_pt
   data_files:
   - split: corpus
     path: NanoNQ_corpus_pt.parquet
   - split: queries
     path: NanoNQ_queries_pt.parquet
-  - split: qrels
-    path: NanoNQ_qrels_pt.parquet
 - config_name: NanoNQ_sv
   data_files:
   - split: corpus
     path: NanoNQ_corpus_sv.parquet
   - split: queries
     path: NanoNQ_queries_sv.parquet
-  - split: qrels
-    path: NanoNQ_qrels_sv.parquet
 - config_name: NanoQuoraRetrieval_ar
   data_files:
   - split: corpus
     path: NanoQuoraRetrieval_corpus_ar.parquet
   - split: queries
     path: NanoQuoraRetrieval_queries_ar.parquet
-  - split: qrels
-    path: NanoQuoraRetrieval_qrels_ar.parquet
 - config_name: NanoQuoraRetrieval_de
   data_files:
   - split: corpus
     path: NanoQuoraRetrieval_corpus_de.parquet
   - split: queries
     path: NanoQuoraRetrieval_queries_de.parquet
-  - split: qrels
-    path: NanoQuoraRetrieval_qrels_de.parquet
 - config_name: NanoQuoraRetrieval_en
   data_files:
   - split: corpus
     path: NanoQuoraRetrieval_corpus_en.parquet
   - split: queries
     path: NanoQuoraRetrieval_queries_en.parquet
-  - split: qrels
-    path: NanoQuoraRetrieval_qrels_en.parquet
 - config_name: NanoQuoraRetrieval_es
   data_files:
   - split: corpus
     path: NanoQuoraRetrieval_corpus_es.parquet
   - split: queries
     path: NanoQuoraRetrieval_queries_es.parquet
-  - split: qrels
-    path: NanoQuoraRetrieval_qrels_es.parquet
 - config_name: NanoQuoraRetrieval_fr
   data_files:
   - split: corpus
     path: NanoQuoraRetrieval_corpus_fr.parquet
   - split: queries
     path: NanoQuoraRetrieval_queries_fr.parquet
-  - split: qrels
-    path: NanoQuoraRetrieval_qrels_fr.parquet
 - config_name: NanoQuoraRetrieval_it
   data_files:
   - split: corpus
     path: NanoQuoraRetrieval_corpus_it.parquet
   - split: queries
     path: NanoQuoraRetrieval_queries_it.parquet
-  - split: qrels
-    path: NanoQuoraRetrieval_qrels_it.parquet
 - config_name: NanoQuoraRetrieval_no
   data_files:
   - split: corpus
     path: NanoQuoraRetrieval_corpus_no.parquet
   - split: queries
     path: NanoQuoraRetrieval_queries_no.parquet
-  - split: qrels
-    path: NanoQuoraRetrieval_qrels_no.parquet
 - config_name: NanoQuoraRetrieval_pt
   data_files:
   - split: corpus
     path: NanoQuoraRetrieval_corpus_pt.parquet
   - split: queries
     path: NanoQuoraRetrieval_queries_pt.parquet
-  - split: qrels
-    path: NanoQuoraRetrieval_qrels_pt.parquet
 - config_name: NanoQuoraRetrieval_sv
   data_files:
   - split: corpus
     path: NanoQuoraRetrieval_corpus_sv.parquet
   - split: queries
     path: NanoQuoraRetrieval_queries_sv.parquet
-  - split: qrels
-    path: NanoQuoraRetrieval_qrels_sv.parquet
 - config_name: NanoSCIDOCS_ar
   data_files:
   - split: corpus
     path: NanoSCIDOCS_corpus_ar.parquet
   - split: queries
     path: NanoSCIDOCS_queries_ar.parquet
-  - split: qrels
-    path: NanoSCIDOCS_qrels_ar.parquet
 - config_name: NanoSCIDOCS_de
   data_files:
   - split: corpus
     path: NanoSCIDOCS_corpus_de.parquet
   - split: queries
     path: NanoSCIDOCS_queries_de.parquet
-  - split: qrels
-    path: NanoSCIDOCS_qrels_de.parquet
 - config_name: NanoSCIDOCS_en
   data_files:
   - split: corpus
     path: NanoSCIDOCS_corpus_en.parquet
   - split: queries
     path: NanoSCIDOCS_queries_en.parquet
-  - split: qrels
-    path: NanoSCIDOCS_qrels_en.parquet
 - config_name: NanoSCIDOCS_es
   data_files:
   - split: corpus
     path: NanoSCIDOCS_corpus_es.parquet
   - split: queries
     path: NanoSCIDOCS_queries_es.parquet
-  - split: qrels
-    path: NanoSCIDOCS_qrels_es.parquet
 - config_name: NanoSCIDOCS_fr
   data_files:
   - split: corpus
     path: NanoSCIDOCS_corpus_fr.parquet
   - split: queries
     path: NanoSCIDOCS_queries_fr.parquet
-  - split: qrels
-    path: NanoSCIDOCS_qrels_fr.parquet
 - config_name: NanoSCIDOCS_it
   data_files:
   - split: corpus
     path: NanoSCIDOCS_corpus_it.parquet
   - split: queries
     path: NanoSCIDOCS_queries_it.parquet
-  - split: qrels
-    path: NanoSCIDOCS_qrels_it.parquet
 - config_name: NanoSCIDOCS_no
   data_files:
   - split: corpus
     path: NanoSCIDOCS_corpus_no.parquet
   - split: queries
     path: NanoSCIDOCS_queries_no.parquet
-  - split: qrels
-    path: NanoSCIDOCS_qrels_no.parquet
 - config_name: NanoSCIDOCS_pt
   data_files:
   - split: corpus
     path: NanoSCIDOCS_corpus_pt.parquet
   - split: queries
     path: NanoSCIDOCS_queries_pt.parquet
-  - split: qrels
-    path: NanoSCIDOCS_qrels_pt.parquet
 - config_name: NanoSCIDOCS_sv
   data_files:
   - split: corpus
     path: NanoSCIDOCS_corpus_sv.parquet
   - split: queries
     path: NanoSCIDOCS_queries_sv.parquet
-  - split: qrels
-    path: NanoSCIDOCS_qrels_sv.parquet
 - config_name: NanoSciFact_ar
   data_files:
   - split: corpus
     path: NanoSciFact_corpus_ar.parquet
   - split: queries
     path: NanoSciFact_queries_ar.parquet
-  - split: qrels
-    path: NanoSciFact_qrels_ar.parquet
 - config_name: NanoSciFact_de
   data_files:
   - split: corpus
     path: NanoSciFact_corpus_de.parquet
   - split: queries
     path: NanoSciFact_queries_de.parquet
-  - split: qrels
-    path: NanoSciFact_qrels_de.parquet
 - config_name: NanoSciFact_en
   data_files:
   - split: corpus
     path: NanoSciFact_corpus_en.parquet
   - split: queries
     path: NanoSciFact_queries_en.parquet
-  - split: qrels
-    path: NanoSciFact_qrels_en.parquet
 - config_name: NanoSciFact_es
   data_files:
   - split: corpus
     path: NanoSciFact_corpus_es.parquet
   - split: queries
     path: NanoSciFact_queries_es.parquet
-  - split: qrels
-    path: NanoSciFact_qrels_es.parquet
 - config_name: NanoSciFact_fr
   data_files:
   - split: corpus
     path: NanoSciFact_corpus_fr.parquet
   - split: queries
     path: NanoSciFact_queries_fr.parquet
-  - split: qrels
-    path: NanoSciFact_qrels_fr.parquet
 - config_name: NanoSciFact_it
   data_files:
   - split: corpus
     path: NanoSciFact_corpus_it.parquet
   - split: queries
     path: NanoSciFact_queries_it.parquet
-  - split: qrels
-    path: NanoSciFact_qrels_it.parquet
 - config_name: NanoSciFact_no
   data_files:
   - split: corpus
     path: NanoSciFact_corpus_no.parquet
   - split: queries
     path: NanoSciFact_queries_no.parquet
-  - split: qrels
-    path: NanoSciFact_qrels_no.parquet
 - config_name: NanoSciFact_pt
   data_files:
   - split: corpus
     path: NanoSciFact_corpus_pt.parquet
   - split: queries
     path: NanoSciFact_queries_pt.parquet
-  - split: qrels
-    path: NanoSciFact_qrels_pt.parquet
 - config_name: NanoSciFact_sv
   data_files:
   - split: corpus
     path: NanoSciFact_corpus_sv.parquet
   - split: queries
     path: NanoSciFact_queries_sv.parquet
-  - split: qrels
-    path: NanoSciFact_qrels_sv.parquet
 - config_name: NanoTouche2020_ar
   data_files:
   - split: corpus
     path: NanoTouche2020_corpus_ar.parquet
   - split: queries
     path: NanoTouche2020_queries_ar.parquet
-  - split: qrels
-    path: NanoTouche2020_qrels_ar.parquet
 - config_name: NanoTouche2020_de
   data_files:
   - split: corpus
     path: NanoTouche2020_corpus_de.parquet
   - split: queries
     path: NanoTouche2020_queries_de.parquet
-  - split: qrels
-    path: NanoTouche2020_qrels_de.parquet
 - config_name: NanoTouche2020_en
   data_files:
   - split: corpus
     path: NanoTouche2020_corpus_en.parquet
   - split: queries
     path: NanoTouche2020_queries_en.parquet
-  - split: qrels
-    path: NanoTouche2020_qrels_en.parquet
 - config_name: NanoTouche2020_es
   data_files:
   - split: corpus
     path: NanoTouche2020_corpus_es.parquet
   - split: queries
     path: NanoTouche2020_queries_es.parquet
-  - split: qrels
-    path: NanoTouche2020_qrels_es.parquet
 - config_name: NanoTouche2020_fr
   data_files:
   - split: corpus
     path: NanoTouche2020_corpus_fr.parquet
   - split: queries
     path: NanoTouche2020_queries_fr.parquet
-  - split: qrels
-    path: NanoTouche2020_qrels_fr.parquet
 - config_name: NanoTouche2020_it
   data_files:
   - split: corpus
     path: NanoTouche2020_corpus_it.parquet
   - split: queries
     path: NanoTouche2020_queries_it.parquet
-  - split: qrels
-    path: NanoTouche2020_qrels_it.parquet
 - config_name: NanoTouche2020_no
   data_files:
   - split: corpus
     path: NanoTouche2020_corpus_no.parquet
   - split: queries
     path: NanoTouche2020_queries_no.parquet
-  - split: qrels
-    path: NanoTouche2020_qrels_no.parquet
 - config_name: NanoTouche2020_pt
   data_files:
   - split: corpus
     path: NanoTouche2020_corpus_pt.parquet
   - split: queries
     path: NanoTouche2020_queries_pt.parquet
-  - split: qrels
-    path: NanoTouche2020_qrels_pt.parquet
 - config_name: NanoTouche2020_sv
   data_files:
   - split: corpus
     path: NanoTouche2020_corpus_sv.parquet
   - split: queries
     path: NanoTouche2020_queries_sv.parquet
+- config_name: NanoArguAna
+  data_files:
+  - split: qrels
+    path: NanoArguAna_qrels_en.parquet
+- config_name: NanoClimateFEVER
+  data_files:
+  - split: qrels
+    path: NanoClimateFEVER_qrels_en.parquet
+- config_name: NanoDBPedia
+  data_files:
+  - split: qrels
+    path: NanoDBPedia_qrels_en.parquet
+- config_name: NanoFEVER
+  data_files:
+  - split: qrels
+    path: NanoFEVER_qrels_en.parquet
+- config_name: NanoFiQA2018
+  data_files:
+  - split: qrels
+    path: NanoFiQA2018_qrels_en.parquet
+- config_name: NanoHotpotQA
+  data_files:
+  - split: qrels
+    path: NanoHotpotQA_qrels_en.parquet
+- config_name: NanoMSMARCO
+  data_files:
+  - split: qrels
+    path: NanoMSMARCO_qrels_en.parquet
+- config_name: NanoNFCorpus
+  data_files:
   - split: qrels
-    path: NanoTouche2020_qrels_sv.parquet
+    path: NanoNFCorpus_qrels_en.parquet
+- config_name: NanoNQ
+  data_files:
+  - split: qrels
+    path: NanoNQ_qrels_en.parquet
+- config_name: NanoQuoraRetrieval
+  data_files:
+  - split: qrels
+    path: NanoQuoraRetrieval_qrels_en.parquet
+- config_name: NanoSCIDOCS
+  data_files:
+  - split: qrels
+    path: NanoSCIDOCS_qrels_en.parquet
+- config_name: NanoSciFact
+  data_files:
+  - split: qrels
+    path: NanoSciFact_qrels_en.parquet
+- config_name: NanoTouche2020
+  data_files:
+  - split: qrels
+    path: NanoTouche2020_qrels_en.parquet
 license: apache-2.0
 task_categories:
 - text-retrieval
@@ -954,4 +772,8 @@ pretty_name: NanoBeir-Multilingual
 ---
 
 
-This multilingual collection is derived from the original English NanoBEIR datasets, which are "smaller versions of BEIR datasets with 50 queries and up to 10K documents each." The compact size of these datasets makes them ideal for conducting quick and efficient evaluations during the model training process. To facilitate broader research in cross-lingual information retrieval, our dataset has been machine-translated from the original English into eight additional languages: Arabic (ar), German (de), Spanish (es), French (fr), Italian (it), Norwegian (no), Portuguese (pt), and Swedish (sv).
+This multilingual collection is derived from the original English NanoBEIR datasets, which are smaller versions of BEIR datasets.
+
+The compact size of these datasets makes them ideal for conducting quick and efficient evaluations during the model training process.
+To facilitate broader research in cross-lingual information retrieval, our dataset has been machine-translated from the original English
+into eight additional languages: Arabic (ar), German (de), Spanish (es), French (fr), Italian (it), Norwegian (no), Portuguese (pt), and Swedish (sv).