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
Improving Passage Re-Ranking with Word N-Gram Aware Coattention Encoder—0
Multi-Perspective Semantic Information Retrieval in the Biomedical Domain—0
Learning-to-Rank with BERT in TF-Ranking—0
A Study of BERT for Non-Factoid Question-Answering under Passage Length Constraints—0
Investigating the Successes and Failures of BERT for Passage Re-Ranking—0
An Updated Duet Model for Passage Re-rankingCode0
A Study on Passage Re-ranking in Embedding based Unsupervised Semantic Search—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