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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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01BeIR /scifact-qrels Dataset Card for BEIR Benchmark Dataset Summary BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks: Fact-checking: FEVER, Climate-FEVER, SciFact Question-Answering: NQ, HotpotQA, FiQA-2018 Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus News Retrieval: TREC-NEWS, Robust04 Argument Retrieval: Touche-2020, ArguAna Duplicate Question Retrieval: Quora, CqaDupstack Citation-Prediction: SCIDOCS Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/scifact-qrels.tabulartext-retrieval1K<n<10K1 likes16k downloads4y agoHugging Face02BeIR /fiqa-qrels Dataset Card for BEIR Benchmark Dataset Summary BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks: Fact-checking: FEVER, Climate-FEVER, SciFact Question-Answering: NQ, HotpotQA, FiQA-2018 Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus News Retrieval: TREC-NEWS, Robust04 Argument Retrieval: Touche-2020, ArguAna Duplicate Question Retrieval: Quora, CqaDupstack Citation-Prediction: SCIDOCS Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/fiqa-qrels.tabulartext-retrieval10K<n<100K0 likes3.5k downloads4y agoHugging Face03BeIR /trec-covid-qrels Dataset Card for BEIR Benchmark Dataset Summary BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks: Fact-checking: FEVER, Climate-FEVER, SciFact Question-Answering: NQ, HotpotQA, FiQA-2018 Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus News Retrieval: TREC-NEWS, Robust04 Argument Retrieval: Touche-2020, ArguAna Duplicate Question Retrieval: Quora, CqaDupstack Citation-Prediction: SCIDOCS Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/trec-covid-qrels.tabulartext-retrieval10K<n<100K1 likes1.6k downloads4y agoHugging Face04BeIR /msmarco-qrels Dataset Card for BEIR Benchmark Dataset Summary BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks: Fact-checking: FEVER, Climate-FEVER, SciFact Question-Answering: NQ, HotpotQA, FiQA-2018 Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus News Retrieval: TREC-NEWS, Robust04 Argument Retrieval: Touche-2020, ArguAna Duplicate Question Retrieval: Quora, CqaDupstack Citation-Prediction: SCIDOCS Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/msmarco-qrels.tabulartext-retrieval100K<n<1M1 likes1.1k downloads4y agoHugging Face05BeIR /quora-qrels Dataset Card for BEIR Benchmark Dataset Summary BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks: Fact-checking: FEVER, Climate-FEVER, SciFact Question-Answering: NQ, HotpotQA, FiQA-2018 Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus News Retrieval: TREC-NEWS, Robust04 Argument Retrieval: Touche-2020, ArguAna Duplicate Question Retrieval: Quora, CqaDupstack Citation-Prediction: SCIDOCS Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/quora-qrels.tabulartext-retrieval10K<n<100K0 likes710 downloads4y agoHugging Face06BeIR /hotpotqa-qrels Dataset Card for BEIR Benchmark Dataset Summary BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks: Fact-checking: FEVER, Climate-FEVER, SciFact Question-Answering: NQ, HotpotQA, FiQA-2018 Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus News Retrieval: TREC-NEWS, Robust04 Argument Retrieval: Touche-2020, ArguAna Duplicate Question Retrieval: Quora, CqaDupstack Citation-Prediction: SCIDOCS Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/hotpotqa-qrels.tabulartext-retrieval100K<n<1M1 likes547 downloads4y agoHugging Face07BeIR /fever-qrels Dataset Card for BEIR Benchmark Dataset Summary BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks: Fact-checking: FEVER, Climate-FEVER, SciFact Question-Answering: NQ, HotpotQA, FiQA-2018 Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus News Retrieval: TREC-NEWS, Robust04 Argument Retrieval: Touche-2020, ArguAna Duplicate Question Retrieval: Quora, CqaDupstack Citation-Prediction: SCIDOCS Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/fever-qrels.tabulartext-retrieval100K<n<1M1 likes465 downloads4y agoHugging Face08BeIR /webis-touche2020-qrels Dataset Card for BEIR Benchmark Dataset Summary BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks: Fact-checking: FEVER, Climate-FEVER, SciFact Question-Answering: NQ, HotpotQA, FiQA-2018 Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus News Retrieval: TREC-NEWS, Robust04 Argument Retrieval: Touche-2020, ArguAna Duplicate Question Retrieval: Quora, CqaDupstack Citation-Prediction: SCIDOCS Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/webis-touche2020-qrels.tabulartext-retrieval1K<n<10K0 likes399 downloads4y agoHugging Face09BeIR /cqadupstack-qrels Dataset Card for BEIR Benchmark Dataset Summary BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks: Fact-checking: FEVER, Climate-FEVER, SciFact Question-Answering: NQ, HotpotQA, FiQA-2018 Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus News Retrieval: TREC-NEWS, Robust04 Argument Retrieval: Touche-2020, ArguAna Duplicate Question Retrieval: Quora, CqaDupstack Citation-Prediction: SCIDOCS Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/cqadupstack-qrels.tabulartext-retrieval10K<n<100K0 likes280 downloads4y agoHugging Face10BeIR /climate-fever-qrels Dataset Card for BEIR Benchmark Dataset Summary BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks: Fact-checking: FEVER, Climate-FEVER, SciFact Question-Answering: NQ, HotpotQA, FiQA-2018 Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus News Retrieval: TREC-NEWS, Robust04 Argument Retrieval: Touche-2020, ArguAna Duplicate Question Retrieval: Quora, CqaDupstack Citation-Prediction: SCIDOCS Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/climate-fever-qrels.tabulartext-retrieval1K<n<10K0 likes212 downloads4y agoHugging Face11clarin-knext /scifact-pl-qrelsPart of BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language. Link to arxiv: https://arxiv.org/pdf/2305.19840.pdf Contact: konrad.wojtasik@pwr.edu.pl tabularsentence-similarity1K<n<10K0 likes72 downloads3y agoHugging Face12kaengreg /sberquad-retrieval-qrelstabular10K<n<100K0 likes55 downloads2y agoHugging Face13kaengreg /rus-scifact-qrelstabular1K<n<10K0 likes46 downloads2y agoHugging Face14clarin-knext /fiqa-pl-qrelsPart of BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language. Link to arxiv: https://arxiv.org/pdf/2305.19840.pdf Contact: konrad.wojtasik@pwr.edu.pl tabular10K<n<100K0 likes33 downloads3y agoHugging Face15kaengreg /rus-quora-qrelstabular10K<n<100K0 likes32 downloads2y agoHugging Face16kaengreg /ru-facts-qrelstabular1K<n<10K0 likes30 downloads2y agoHugging Face17clarin-knext /msmarco-pl-qrelsPart of BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language. Link to arxiv: https://arxiv.org/pdf/2305.19840.pdf Contact: konrad.wojtasik@pwr.edu.pl tabular100K<n<1M0 likes29 downloads3y agoHugging Face18kaengreg /ria-news-qrelstabular10K<n<100K0 likes29 downloads2y agoHugging Face19kaengreg /rubq-qrelstabular1K<n<10K0 likes27 downloads2y agoHugging Face20clarin-knext /trec-covid-pl-qrelsPart of BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language. Link to arxiv: https://arxiv.org/pdf/2305.19840.pdf Contact: konrad.wojtasik@pwr.edu.pl tabular10K<n<100K0 likes24 downloads3y agoHugging Face21kaengreg /rus-fiqa-qrelstabular10K<n<100K0 likes24 downloads2y agoHugging Face22clarin-knext /cqadupstack-physics-pl-qrelsPart of BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language. Link to arxiv: https://arxiv.org/pdf/2305.19840.pdf Contact: konrad.wojtasik@pwr.edu.pl tabular1K<n<10K0 likes22 downloads2y agoHugging Face23kaengreg /rus-mmarco-qrelstabular100K<n<1M0 likes22 downloads2y agoHugging Face24kaengreg /rus-trec-covid-qrelstabular10K<n<100K0 likes22 downloads2y agoHugging Face25clarin-knext /cqadupstack-gis-pl-qrelsPart of BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language. Link to arxiv: https://arxiv.org/pdf/2305.19840.pdf Contact: konrad.wojtasik@pwr.edu.pl tabular1K<n<10K0 likes21 downloads2y agoHugging Face26clarin-knext /cqadupstack-mathematica-pl-qrelsPart of BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language. Link to arxiv: https://arxiv.org/pdf/2305.19840.pdf Contact: konrad.wojtasik@pwr.edu.pl tabular1K<n<10K0 likes18 downloads2y agoHugging Face27clarin-knext /cqadupstack-unix-pl-qrelsPart of BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language. Link to arxiv: https://arxiv.org/pdf/2305.19840.pdf Contact: konrad.wojtasik@pwr.edu.pl tabular1K<n<10K0 likes18 downloads2y agoHugging Face28clarin-knext /quora-pl-qrelsPart of BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language. Link to arxiv: https://arxiv.org/pdf/2305.19840.pdf Contact: konrad.wojtasik@pwr.edu.pl tabular10K<n<100K0 likes16 downloads3y agoHugging Face29clarin-knext /cqadupstack-english-pl-qrelsPart of BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language. Link to arxiv: https://arxiv.org/pdf/2305.19840.pdf Contact: konrad.wojtasik@pwr.edu.pl tabular1K<n<10K0 likes16 downloads2y agoHugging Face30clarin-knext /cqadupstack-webmasters-pl-qrelsPart of BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language. Link to arxiv: https://arxiv.org/pdf/2305.19840.pdf Contact: konrad.wojtasik@pwr.edu.pl tabular1K<n<10K0 likes13 downloads2y agoHugging Face

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