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 111–120 of 168 papers

TitleStatusHype
An Empirical Study of Uniform-Architecture Knowledge Distillation in Document Ranking—0
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval—0
A Neural Passage Model for Ad-hoc Document Retrieval—0
A Novel Cascade Model for Learning Latent Similarity from Heterogeneous Sequential Data of MOOC—0
A Passage-Based Approach to Learning to Rank Documents—0
Are Semantically Coherent Topic Models Useful for Ad Hoc Information Retrieval?—0
A review on ranking problems in statistical learning—0
A Static Pruning Study on Sparse Neural Retrievers—0
A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization—0
Avoiding Your Teacher's Mistakes: Training Neural Networks with Controlled Weak Supervision—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