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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 131–140 of 168 papers

TitleStatusHype
Cross-Lingual Training with Dense Retrieval for Document Retrieval—0
Data Augmentation for Sample Efficient and Robust Document Ranking—0
Deep Natural Language Processing for LinkedIn Search—0
Deep Neural Network for Learning to Rank Query-Text Pairs—0
Deep Reinforced Query Reformulation for Information Retrieval—0
Development of Natural Language Processing Tools to Support Determination of Federal Disability Benefits in the U.S.—0
Effective shared representations with Multitask Learning for Community Question Answering—0
Efficient Document Ranking with Learnable Late Interactions—0
Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism—0
Evaluating Generative Ad Hoc Information Retrieval—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