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 31–40 of 168 papers

TitleStatusHype
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
Document Ranking with a Pretrained Sequence-to-Sequence ModelCode1
Context Aware Query Rewriting for Text Rankers using LLM—0
A Static Pruning Study on Sparse Neural Retrievers—0
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval—0
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training—0
A review on ranking problems in statistical learning—0
Bridging the Gap between Intrinsic and Perceived Relevance in Snippet Generation—0
Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking—0
Are Semantically Coherent Topic Models Useful for Ad Hoc Information Retrieval?—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