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 41–50 of 168 papers

TitleStatusHype
An Empirical Study of Uniform-Architecture Knowledge Distillation in Document Ranking—0
Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation—0
Neural Rankers for Effective Screening Prioritisation in Medical Systematic Review Literature Search—0
Explainability of Text Processing and Retrieval Methods: A Critical Survey—0
LEAD: Liberal Feature-based Distillation for Dense RetrievalCode0
Principled Multi-Aspect Evaluation Measures of RankingsCode0
Query-Specific Knowledge Graphs for Complex Finance Topics—0
Enhancing User Behavior Sequence Modeling by Generative Tasks for Session SearchCode0
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document RankingCode1
Supervised Contrastive Learning Approach for Contextual Ranking—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