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 121–130 of 168 papers

TitleStatusHype
Word-Entity Duet Representations for Document Ranking—0
Learning Neural Representation for CLIR with Adversarial Framework—0
Learning to Rank from Samples of Variable Quality—0
Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking—0
Learning to Rank Scientific Documents from the Crowd—0
Learning-to-Rank with BERT in TF-Ranking—0
Learning to Weight Translations using Ordinal Linear Regression and Query-generated Training Data for Ad-hoc Retrieval with Long Queries—0
Learning Word Embeddings for Low-Resource Languages by PU Learning—0
Leveraging Effective Query Modeling Techniques for Speech Recognition and Summarization—0
LRG at TREC 2020: Document Ranking with XLNet-Based Models—0
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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