SOTAVerified

Passage Re-Ranking

Passage re-ranking is the task of scoring and re-ranking a collection of retrieved documents based on an input query.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–32 of 32 papers

TitleStatusHype
Investigating the Successes and Failures of BERT for Passage Re-Ranking—0
Learning-to-Rank with BERT in TF-Ranking—0
Multi-Perspective Semantic Information Retrieval in the Biomedical Domain—0
PaRaDe: Passage Ranking using Demonstrations with Large Language Models—0
Quality and Cost Trade-offs in Passage Re-ranking Task—0
Re-Ranking Step by Step: Investigating Pre-Filtering for Re-Ranking with Large Language Models—0
Text-to-Text Multi-view Learning for Passage Re-ranking—0
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All datasetsMS MARCOTREC-PM

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HLATRMRR0.42—Unverified
2BERT + Doc2queryMRR0.37—Unverified
3BERT + Small TrainingMRR0.36—Unverified
4Duet v2MRR0.25—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT + Doc2querymAP36.5—Unverified