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 31–40 of 168 papers

TitleStatusHype
Personalized Search Via Neural Contextual Semantic Relevance Ranking—0
Context Aware Query Rewriting for Text Rankers using LLM—0
Hybrid Retrieval and Multi-stage Text Ranking Solution at TREC 2022 Deep Learning Track—0
GRM: Generative Relevance Modeling Using Relevance-Aware Sample Estimation for Document Retrieval—0
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information RetrievalCode0
Generative and Pseudo-Relevant Feedback for Sparse, Dense and Learned Sparse Retrieval—0
A Static Pruning Study on Sparse Neural Retrievers—0
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training—0
Pretraining De-Biased Language Model with Large-scale Click Logs for Document RankingCode1
CREDENCE: Counterfactual Explanations 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