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 11–20 of 168 papers

TitleStatusHype
Beyond Questions: Leveraging ColBERT for Keyphrase SearchCode0
KeyB2: Selecting Key Blocks is Also Important for Long Document Ranking with Large Language Models—0
Multi-Field Adaptive Retrieval—0
DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with EntitiesCode0
Efficient Document Ranking with Learnable Late Interactions—0
Weighted KL-Divergence for Document Ranking Model Refinement—0
RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented GenerationCode0
On the Evaluation of Machine-Generated Reports—0
PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document RetrievalCode2
The Surprising Effectiveness of Rankers Trained on Expanded Queries—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