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 151–160 of 168 papers

TitleStatusHype
Hybrid Retrieval and Multi-stage Text Ranking Solution at TREC 2022 Deep Learning Track—0
IJCNLP-2017 Task 3: Review Opinion Diversification (RevOpiD-2017)—0
Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation—0
Improving Document Ranking using Query Expansion and Classification Techniques for Mixed Script Information Retrieval—0
Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence—0
In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval—0
Information retrieval for label noise document ranking by bag sampling and group-wise loss—0
Integrate Document Ranking Information into Confidence Measure Calculation for Spoken Term Detection—0
Integrating Lexical and Temporal Signals in Neural Ranking Models for Searching Social Media Streams—0
Interactive Query Clarification and Refinement via User Simulation—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