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
MarlRank: Multi-agent Reinforced Learning to Rank—0
Measuring Bias in a Ranked List using Term-based Representations—0
Mirror Matching: Document Matching Approach in Seed-driven Document Ranking for Medical Systematic Reviews—0
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval—0
Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm—0
Multi-Field Adaptive Retrieval—0
Multi-Stage Pre-training for Low-Resource Domain Adaptation—0
Learning deep structured semantic models for web search using clickthrough dataCode0
RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented GenerationCode0
Learning to Match Using Local and Distributed Representations of Text for Web SearchCode0
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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