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 61–70 of 168 papers

TitleStatusHype
Beyond Reproducibility: Advancing Zero-shot LLM Reranking Efficiency with Setwise Insertion—0
Analysing the Effect of Clarifying Questions on Document Ranking in Conversational Search—0
Deep Reinforced Query Reformulation for Information Retrieval—0
Deep Neural Network for Learning to Rank Query-Text Pairs—0
A Novel Cascade Model for Learning Latent Similarity from Heterogeneous Sequential Data of MOOC—0
Improving Document Ranking using Query Expansion and Classification Techniques for Mixed Script Information Retrieval—0
Information retrieval for label noise document ranking by bag sampling and group-wise loss—0
Deep Natural Language Processing for LinkedIn Search—0
Data Augmentation for Sample Efficient and Robust Document Ranking—0
A Dual Embedding Space Model for Document 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