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 121–130 of 168 papers

TitleStatusHype
AWS CORD-19 Search: A Neural Search Engine for COVID-19 Literature—0
Beyond Reproducibility: Advancing Zero-shot LLM Reranking Efficiency with Setwise Insertion—0
Beyond Retrieval: Joint Supervision and Multimodal Document Ranking for Textbook Question Answering—0
Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking—0
Bridging the Gap between Intrinsic and Perceived Relevance in Snippet Generation—0
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training—0
Context Aware Query Rewriting for Text Rankers using LLM—0
CREDENCE: Counterfactual Explanations for Document Ranking—0
Cross-Lingual Training of Dense Retrievers for Document Retrieval—0
Cross-Lingual Training of Neural Models 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