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

Showing 6170 of 168 papers

TitleStatusHype
Exploring the Value of Multi-View Learning for Session-Aware Query Representation0
Towards Reducing Manual Workload in Technology-Assisted Reviews: Estimating Ranking Performance0
Mirror Matching: Document Matching Approach in Seed-driven Document Ranking for Medical Systematic Reviews0
Seed-driven Document Ranking for Systematic Reviews: A Reproducibility StudyCode0
Siamese BERT-based Model for Web Search Relevance Ranking Evaluated on a New Czech DatasetCode1
Cross-Lingual Training of Dense Retrievers for Document Retrieval0
Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism0
Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking0
Efficient Neural Ranking using Forward IndexesCode1
YES SIR!Optimizing Semantic Space of Negatives with Self-Involvement Ranker0
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Benchmark Results

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