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

Showing 2130 of 32 papers

TitleStatusHype
Multi-Perspective Semantic Information Retrieval in the Biomedical Domain0
PaRaDe: Passage Ranking using Demonstrations with Large Language Models0
Quality and Cost Trade-offs in Passage Re-ranking Task0
Re-Ranking Step by Step: Investigating Pre-Filtering for Re-Ranking with Large Language Models0
Text-to-Text Multi-view Learning for Passage Re-ranking0
A Modern Perspective on Query Likelihood with Deep Generative Retrieval ModelsCode0
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-rankingCode0
Improving Conversational Passage Re-ranking with View EnsembleCode0
Exploiting Sentence-Level Representations for Passage RankingCode0
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT RankersCode0
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Benchmark Results

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