SOTAVerified

Document Ranking

Sort documents according to some criterion so that the "best" results appear early in the result list displayed to the user (Source: Wikipedia).

Papers

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Showing 21–30 of 168 papers

TitleStatusHype
Long Document Re-ranking with Modular Re-rankerCode1
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
OpenMatch: An Open Source Library for Neu-IR ResearchCode1
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document RankingCode1
Contrastive Learning of User Behavior Sequence for Context-Aware Document RankingCode1
CODEC: Complex Document and Entity CollectionCode1
Document Ranking with a Pretrained Sequence-to-Sequence ModelCode1
Intra-Document Cascading: Learning to Select Passages for Neural Document RankingCode1
Siamese BERT-based Model for Web Search Relevance Ranking Evaluated on a New Czech DatasetCode1
On the Calibration and Uncertainty of Neural Learning to Rank ModelsCode1
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All datasetsDaReCzechClueWeb09-B

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Query-doc RobeCzech (Roberta-base)P@1046.73—Unverified
2Query-doc Small-E-Czech (Electra-small)P@1046.3—Unverified
3Siamese Small-E-Czech (Electra-small)P@1045.26—Unverified
#ModelMetricClaimedVerifiedStatus
1XLNetERR@2020.28—Unverified